row_kind,seed,player_id,player_type,strategist,condition,row_label,metric,mean,difference,n_players,n_games,shift,metric_group,color_position
baseline,1,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,52.00838745285901,,69,69,,,0.440504
baseline,1,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,49.274425210422194,,69,69,,,0.47389
baseline,1,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.278563117809848,,69,69,57.24442054454042,,0.492498
baseline,1,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.787859920231138,,69,69,57.24442054454042,,0.529598
baseline,1,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,26.176063537597656,,69,69,,,0.516104
baseline,1,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,4.7265462197843355,,69,69,,,0.436189
group,1,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,97.77777777777777,45.76939032491876,1,1,,,0.784878
group,1,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,36.59090909090909,-12.6835161195131,1,1,,,0.352106
group,1,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.7875,-1.4910631178098486,1,1,65.175,,0.366061
group,1,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.613577023498694,3.8257171032675554,1,1,65.175,,0.769462
group,1,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,11.507479667663574,-14.668583869934082,1,1,,,0.301692
group,1,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,9.438202247191011,4.711656027406676,1,1,,,0.583516
group,1,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,26.857864357864358,-25.150523094994654,2,2,,,0.251269
group,1,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,69.02342861475472,19.749003404332527,2,2,,,0.663516
group,1,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,6.6305555555555555,0.3519924377457073,2,2,86.8125,,0.522346
group,1,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,13.051872469635628,3.264012549404489,2,2,86.8125,,0.734245
group,1,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,18.389999389648438,-7.786063194274902,2,2,,,0.402294
group,1,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,6.1732432236029355,1.4466970038186,2,2,,,0.481425
group,1,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,29.384781435509986,-22.623606017349026,2,2,,,0.270281
group,1,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,36.434375,-12.840050210422195,2,2,,,0.350603
group,1,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.629554655870446,-0.6490084619394025,2,2,45.5253036437247,,0.437464
group,1,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,8.085800517390055,-1.7020594028410838,2,2,45.5253036437247,,0.422882
group,1,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,31.385602951049805,5.209539413452148,2,2,,,0.592252
group,1,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,0.8175930922827848,-3.9089531275015506,2,2,,,0.31396
group,1,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,28.31802773839064,-23.69035971446837,2,2,,,0.262255
group,1,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,11.213565409586959,-38.06085980083523,2,2,,,0.108439
group,1,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,4.073717948717949,-2.2048451690918993,2,2,60.73717948717949,,0.305534
group,1,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,15.12913640032284,5.341276480091702,2,2,60.73717948717949,,0.864485
group,1,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,70.96916961669922,44.79310607910156,2,2,,,1.0
group,1,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.0,-4.7265462197843355,2,2,,,0.288395
group,1,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,67.50588235294117,15.497494900082163,2,2,,,0.557109
group,1,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,82.52390456436947,33.24947935394729,2,2,,,0.793144
group,1,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,5.4776909990720695,-0.8008721187377787,2,2,28.48886483142592,,0.424587
group,1,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.207127666430367,-4.580732253800772,2,2,28.48886483142592,,0.242395
group,1,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,21.23777961730957,-4.938283920288086,2,2,,,0.44392
group,1,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,2.0265423242467717,-2.700003895537564,2,2,,,0.351763
group,1,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,84.97085842210899,32.962470969249985,2,2,,,0.688517
group,1,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,31.290778203025333,-17.98364700739686,2,2,,,0.301216
group,1,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,5.36468253968254,-0.9138805781273085,2,2,38.51574074074074,,0.415004
group,1,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.1180521795495055,-2.669807740681633,2,2,38.51574074074074,,0.362206
group,1,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,33.82358169555664,7.647519111633301,2,2,,,0.627888
group,1,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,3.592566688476261,-1.1339795313080745,2,2,,,0.40073
group,1,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,20.314528392863764,-31.693859059995248,2,2,,,0.202036
group,1,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,57.777255639097746,8.502830428675551,2,2,,,0.555533
group,1,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,4.565441176470588,-1.71312194133926,2,2,37.065441176470586,,0.347231
group,1,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,8.11391268430221,-1.673947235928928,2,2,37.065441176470586,,0.424645
group,1,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,35.053932189941406,8.877870559692383,2,2,,,0.645872
group,1,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,0.9088407120607478,-3.8177055077235877,2,2,,,0.316813
group,1,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,26.309523809523807,-25.698863643335205,2,2,,,0.247143
group,1,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,73.05785123966942,23.78342602924723,2,2,,,0.702253
group,1,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.450210970464135,-2.828352147345713,2,2,32.778059071729956,,0.252663
group,1,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,9.492162008795574,-0.295697911435564,2,2,32.778059071729956,,0.511058
group,1,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,38.687408447265625,12.511344909667969,2,2,,,0.698983
group,1,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,2.8624733475479744,-1.864072872236361,2,2,,,0.377901
group,1,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,89.87523446825442,37.86684701539541,2,2,,,0.725418
group,1,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,12.355072463768115,-36.919352746654084,2,2,,,0.1194
group,1,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,3.0806371329019413,-3.197925984907907,2,2,27.319810851169734,,0.221324
group,1,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,9.027091229381305,-0.760768690849833,2,2,27.319810851169734,,0.481899
group,1,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,42.477291107177734,16.301227569580078,2,2,,,0.75438
group,1,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,3.4998792312204547,-1.2266669885638808,2,2,,,0.397832
group,1,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,22.479674796747965,-29.528712656111047,2,2,,,0.218327
group,1,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,19.81471950591868,-29.459705704503513,2,2,,,0.191025
group,1,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,4.035714285714286,-2.2428488320955626,2,2,41.44736842105263,,0.302312
group,1,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,10.274122807017545,0.48626288678640517,2,2,41.44736842105263,,0.560085
group,1,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,46.9434700012207,20.767406463623047,2,2,,,0.819662
group,1,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,0.47431718556816904,-4.252229034216166,2,2,,,0.303226
group,1,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,95.67901234567901,43.67062489282,2,2,,,0.769086
group,1,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,9.74459847633321,-39.529826734088985,2,2,,,0.094335
group,1,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.573837209302326,-3.7047259085075224,2,2,26.575581395348838,,0.178349
group,1,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.291608022519352,0.5037481022882142,2,2,26.575581395348838,,0.561182
group,1,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,35.788482666015625,9.612421035766602,2,2,,,0.656609
group,1,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,4.102366255144033,-0.6241799646403026,2,2,,,0.416671
group,1,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,27.13418419288357,-24.87420325997544,2,2,,,0.253348
group,1,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,27.285762483130902,-21.988662727291292,2,2,,,0.262761
group,1,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,2.590909090909091,-3.6876540269007574,2,2,33.06818181818181,,0.179797
group,1,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,12.66949152542373,2.8816316051925908,2,2,33.06818181818181,,0.71027
group,1,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,36.27685546875,10.100793838500977,2,2,,,0.663748
group,1,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,2.488379768420473,-2.2381664513638624,2,2,,,0.366204
group,1,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,24.32654792196777,-27.681839530891242,2,2,,,0.232223
group,1,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,20.05671440930501,-29.217710801117185,2,2,,,0.193349
group,1,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,4.195652173913043,-2.0829109438968048,2,2,58.92463768115942,,0.315874
group,1,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,13.909230769230769,4.12137084899963,2,2,58.92463768115942,,0.787999
group,1,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,65.71026611328125,39.53419876098633,2,2,,,1.0
group,1,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,1.9489416435981322,-2.7776045761862034,2,2,,,0.349336
group,1,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,76.50508585382737,24.496698400968356,2,2,,,0.62482
group,1,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,64.70584961317972,15.431424402757525,2,2,,,0.622059
group,1,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,9.370338983050846,3.091775865240999,2,2,89.85835351089588,,0.754671
group,1,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.59629741618804,-0.19156250404309727,2,2,89.85835351089588,,0.517587
group,1,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,7.817704677581787,-18.358360290527344,2,2,,,0.247758
group,1,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,7.289475148884065,2.562928929099729,2,2,,,0.516328
group,1,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,23.227784220246534,-28.780603232612478,2,2,,,0.223955
group,1,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,73.56235623562357,24.287931025201374,2,2,,,0.707097
group,1,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,11.66456180635285,5.385998688543003,2,2,108.47780329123613,,0.949213
group,1,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.339500945606458,-0.44835897462468033,2,2,108.47780329123613,,0.501487
group,1,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,12.95151138305664,-13.224552154541016,2,2,,,0.322799
group,1,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,2.4524536558390038,-2.2740925639453318,2,2,,,0.36508
group,1,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,52.22935779816514,0.22097034530612447,2,2,,,0.442166
group,1,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,60.61447811447811,11.340052904055916,2,2,,,0.582775
group,1,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,7.390997023809524,1.1124339059996755,2,2,86.14936755952381,,0.586829
group,1,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,11.653613257805995,1.8657533375748567,2,2,86.14936755952381,,0.646577
group,1,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,11.038973808288574,-15.137089729309082,2,2,,,0.294844
group,1,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,5.096185737976782,0.369639518192447,2,2,,,0.447747
group,1,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,82.45436105476674,30.445973601907724,2,2,,,0.669583
group,1,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,7.993854916067146,-41.280570294355044,2,2,,,0.077524
group,1,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.513513513513514,-1.7650496042963346,2,2,28.501287001287,,0.342828
group,1,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,6.2951422179610095,-3.4927177022701286,2,2,28.501287001287,,0.310612
group,1,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,35.80760955810547,9.631547927856445,2,2,,,0.656889
group,1,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.5523081534772182,-4.174238066307117,2,2,,,0.305665
group,1,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,31.552935193719605,-20.455452259139406,2,2,,,0.286595
group,1,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,34.572072072072075,-14.702353138350123,2,2,,,0.332722
group,1,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,4.688555347091933,-1.5900077707179157,2,2,19.646810506566602,,0.357671
group,1,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.201744937526929,-5.58611498270421,2,2,19.646810506566602,,0.17936
group,1,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,35.24459457397461,9.068531036376953,2,2,,,0.648659
group,1,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.806502876394495,-3.9200433433898403,2,2,,,0.313613
group,1,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,20.43847936788685,-31.569908084972162,2,2,,,0.202968
group,1,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,72.94117647058823,23.666751260166038,2,2,,,0.701133
group,1,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,7.130681818181818,0.8521187003719701,2,2,30.473484848484848,,0.564755
group,1,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.30293501048218,-5.484924909748958,2,2,30.473484848484848,,0.185704
group,1,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,23.273469924926758,-2.9025936126708984,2,2,,,0.473676
group,1,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.8362197772344471,-3.8903264425498882,2,2,,,0.314543
group,1,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.51455448533895,47.506167032479944,2,2,,,0.797945
group,1,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,60.62171209947394,11.347286889051745,2,2,,,0.582844
group,1,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.093028643290918,-0.1855344745189309,2,2,42.40294210116989,,0.476765
group,1,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.922070608973836,-2.8657893112573025,2,2,42.40294210116989,,0.349919
group,1,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,8.312426567077637,-17.863636016845703,2,2,,,0.254989
group,1,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,14.963265982701564,10.236719762917229,2,2,,,0.756279
group,1,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,27.72974846764324,-24.27863898521577,2,2,,,0.257829
group,1,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,74.21265233465698,24.938227124234793,2,2,,,0.713341
group,1,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,8.93353705118411,2.6549739333742615,2,2,60.11236312706901,,0.717631
group,1,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.706448790431137,-3.081411129800001,2,2,60.11236312706901,,0.3364
group,1,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,7.889952182769775,-18.28611183166504,2,2,,,0.248814
group,1,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,9.322296513002055,4.595750293217718,2,2,,,0.579892
group,1,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.89539748953975,47.887010036680735,2,2,,,0.800811
group,1,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,58.77406136840099,9.499636157978799,2,2,,,0.565104
group,1,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.199894759649611,3.921331641839763,2,2,80.04875104466524,,0.825014
group,1,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.849791215451129,-1.9380687047800103,2,2,80.04875104466524,,0.408085
group,1,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,7.069924354553223,-19.10614013671875,2,2,,,0.236828
group,1,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,17.00477579138667,12.278229571602335,2,2,,,0.820114
group,1,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,16.214285714285715,-35.794101738573296,2,2,,,0.171185
group,1,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,80.24621212121212,30.97178691078993,2,2,,,0.771274
group,1,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,13.655727554179567,7.377164436369719,2,2,106.48684210526315,,1.0
group,1,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.788606356074428,-1.9992535641567102,2,2,106.48684210526315,,0.404249
group,1,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,19.154438018798828,-7.02162504196167,2,2,,,0.413468
group,1,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,6.021733284826244,1.2951870650419086,2,2,,,0.476688
group,1,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.77924944812362,47.77086199526461,2,2,,,0.799937
group,1,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,42.1485369130449,-7.125888297377294,2,2,,,0.405469
group,1,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,5.104209799861973,-1.1743533179478747,2,2,49.26786498525629,,0.392917
group,1,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,9.6432053875626,-0.14465453266853778,2,2,49.26786498525629,,0.520528
group,1,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,15.140219688415527,-11.035843849182129,2,2,,,0.354792
group,1,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,8.845743057674703,4.119196837890367,2,2,,,0.564991
group,1,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,28.781081398076473,-23.227306054782538,2,2,,,0.265739
group,1,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,82.60530973451327,33.33088452409108,2,2,,,0.793926
group,1,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,8.079294217687075,1.8007310998772268,2,2,64.05654761904762,,0.645194
group,1,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,7.912450295927876,-1.8754096243032632,2,2,64.05654761904762,,0.412013
group,1,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,20.84278678894043,-5.333276748657227,2,2,,,0.438147
group,1,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,8.462057236687778,3.735511016903443,2,2,,,0.552994
group,1,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,84.96503496503496,32.956647512175955,2,2,,,0.688473
group,1,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,64.73958333333334,15.465158122911141,2,2,,,0.622383
group,1,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,8.363439336913775,2.0848762191039256,2,2,42.37127331162516,,0.669289
group,1,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,5.086817336072777,-4.701042584158362,2,2,42.37127331162516,,0.234852
group,1,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,14.41030216217041,-11.765761375427246,2,2,,,0.344123
group,1,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,17.245775058275058,12.519228838490724,2,2,,,0.82765
group,1,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,26.08202701370403,-25.92636043915498,2,2,,,0.245431
group,1,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,87.78413424866514,38.50970903824295,2,2,,,0.843651
group,1,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,11.624166161309885,5.345603043500037,2,2,59.014149989892864,,0.945788
group,1,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,5.070048342462135,-4.7178115777690035,2,2,59.014149989892864,,0.233801
group,1,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,19.71637725830078,-6.459686279296875,2,2,,,0.421682
group,1,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,12.218133465273054,7.491587245488718,2,2,,,0.670442
group,1,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,85.07235928419152,33.063971831332516,2,2,,,0.689281
group,1,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,12.24529086041878,-37.02913435000342,2,2,,,0.118346
group,1,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.460745614035088,-3.8178175037747604,2,2,48.54824561403509,,0.16876
group,1,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,19.78821563498983,10.00035571475869,2,2,48.54824561403509,,1.0
group,1,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,36.47697830200195,10.300915718078613,2,2,,,0.666673
group,1,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,0.7415456087978296,-3.9850006109865057,2,2,,,0.311582
group,1,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,25.87264150943396,-26.13574594342505,2,2,,,0.243856
group,1,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,37.201314217443255,-12.073110992978942,2,2,,,0.357967
group,1,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,3.024107142857143,-3.2544559749527053,2,2,56.38095238095238,,0.216531
group,1,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,18.41430094628815,8.626441026057012,2,2,56.38095238095238,,1.0
group,1,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,29.514877319335938,3.3388137817382812,2,2,,,0.564907
group,1,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.8487901076644282,-3.8777561121199073,2,2,,,0.314936
group,1,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,98.66690677094053,46.65851931808151,2,2,,,0.791568
group,1,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,75.8225901083044,26.548164897882202,2,2,,,0.7288
group,1,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,6.353731287979842,0.07516817016999466,2,2,34.70455387579665,,0.498872
group,1,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.454040391251402,-4.3338195289797365,2,2,34.70455387579665,,0.257876
group,1,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,10.902996063232422,-15.273067474365234,2,2,,,0.292856
group,1,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,4.343194642197965,-0.3833515775863712,2,2,,,0.424202
group,1,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,28.435720186078868,-23.572667266780144,2,2,,,0.26314
group,1,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,74.33084239130434,25.05641718088215,2,2,,,0.714476
group,1,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,7.552777777777778,1.2742146599679298,2,2,49.11401515151515,,0.600547
group,1,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,6.422605935238915,-3.3652539849922243,2,2,49.11401515151515,,0.318603
group,1,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,14.933645248413086,-11.24241828918457,2,2,,,0.351772
group,1,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,3.623755488891787,-1.1027907308925484,2,2,,,0.401706
group,1,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,100.0,47.99161254714099,2,2,,,0.801598
group,1,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,21.11603450313128,-28.158390707290913,2,2,,,0.20352
group,1,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.9872729774353335,-0.29129014037451517,2,2,87.68402586681343,,0.467798
group,1,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,14.648209281793406,4.860349361562267,2,2,87.68402586681343,,0.834332
group,1,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,14.843076705932617,-11.332986831665039,2,2,,,0.350448
group,1,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,1.577750206782465,-3.1487960130018706,2,2,,,0.337729
group,1,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,26.601298682516955,-25.407088770342057,2,2,,,0.249338
group,1,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,67.6306548233836,18.356229612961407,2,2,,,0.650143
group,1,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.977039627039627,0.6984765092297787,2,2,95.01456876456876,,0.551727
group,1,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,13.618501386275158,3.8306414660440193,2,2,95.01456876456876,,0.769771
group,1,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,23.422191619873047,-2.7538719177246094,2,2,,,0.47585
group,1,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,1.8795108259823576,-2.8470353938019777,2,2,,,0.347165
group,1,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,37.466738660907126,-14.541648791951884,2,2,,,0.331091
group,1,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,42.872924689097914,-6.401500521324284,2,2,,,0.412425
group,1,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,8.026297085998578,1.7477339681887307,2,2,111.38388415067519,,0.6407
group,1,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,13.758818425008844,3.9709585047777045,2,2,111.38388415067519,,0.778569
group,1,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,12.211822509765625,-13.964241027832031,2,2,,,0.311987
group,1,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,3.553479198143922,-1.1730670216404135,2,2,,,0.399508
group,1,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,30.75931043558363,-21.249077017275383,2,2,,,0.280623
group,1,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,34.35254803675856,-14.921877173663633,2,2,,,0.330614
group,1,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,5.354156296665008,-0.9244068211448404,2,2,75.38825286212045,,0.414111
group,1,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,14.031406336853806,4.243546416622668,2,2,75.38825286212045,,0.795659
group,1,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,39.60075378417969,13.424688339233398,2,2,,,0.712333
group,1,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,1.7666481687014426,-2.959898051082893,2,2,,,0.343636
baseline,1,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,61.9269943682672,,70,70,,,0.515132
baseline,1,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,53.12375560425904,,70,70,,,0.510851
baseline,1,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.373361092566082,,70,70,55.86616551491001,,0.500537
baseline,1,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.509513290048647,,70,70,55.86616551491001,,0.512146
baseline,1,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,25.062835693359375,,70,70,,,0.499831
baseline,1,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,7.522520786363126,,70,70,,,0.523615
group,1,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,90.32258064516128,28.3955862768941,2,2,,,0.728784
group,1,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,45.60911270983213,-7.51464289442691,2,2,,,0.438697
group,1,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,5.29547580079495,-1.0778852917711323,2,2,74.10762995869379,,0.409136
group,1,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,14.022091140411751,4.512577850363106,2,2,74.10762995869379,,0.795075
group,1,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,9.409882545471191,-15.652953147888184,2,2,,,0.271031
group,1,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,18.586330935251794,11.06381014888867,2,2,,,0.869568
group,1,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,28.145331815224466,-33.78166255304272,2,2,,,0.260956
group,1,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,72.6074851074851,19.483729503226066,2,2,,,0.697929
group,1,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.736363636363636,-0.6369974562024456,2,2,88.08585858585859,,0.446521
group,1,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,15.449550879783438,5.940037589734792,2,2,88.08585858585859,,0.884574
group,1,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,15.176401138305664,-9.886434555053711,2,2,,,0.355321
group,1,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,5.508751306165099,-2.0137694801980266,2,2,,,0.460647
group,1,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,30.656398973230655,-31.270595395036533,2,2,,,0.279849
group,1,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,54.08653846153847,0.9627828572794179,2,2,,,0.520095
group,1,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,6.518867924528302,0.14550683196222014,2,2,37.29577464788733,,0.512875
group,1,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,5.736739921207315,-3.7727733688413294,2,2,37.29577464788733,,0.275601
group,1,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,24.555105209350586,-0.5077304840087891,2,2,,,0.49241
group,1,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,1.0274745423260274,-6.495046244037098,2,2,,,0.320523
group,1,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,23.866790009250693,-38.060204359016495,2,2,,,0.228763
group,1,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,14.448051948051948,-38.67570365620709,2,2,,,0.139496
group,1,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,5.912121212121212,-0.46123988044486985,2,2,85.89393939393939,,0.461425
group,1,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,14.442939689418562,4.933426399369918,2,2,85.89393939393939,,0.821462
group,1,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,61.22206115722656,36.15922546386719,2,2,,,1.0
group,1,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.4912934091404346,-7.031227377222692,2,2,,,0.303757
group,1,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,99.74638932596486,37.819394957697675,2,2,,,0.79969
group,1,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,76.90806814529091,23.78431254103186,2,2,,,0.739222
group,1,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.478639657444005,-1.8947214351220767,2,2,26.42159090909091,,0.339871
group,1,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.898469415128034,-3.6110438749206106,2,2,26.42159090909091,,0.285741
group,1,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,17.558483123779297,-7.504352569580078,2,2,,,0.39014
group,1,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,0.7419631321078148,-6.780557654255311,2,2,,,0.311595
group,1,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,99.55620429346544,37.62920992519825,2,2,,,0.798259
group,1,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,45.41081965587346,-7.712935948385585,2,2,,,0.436793
group,1,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,3.9869184252745895,-2.3864426672914925,2,2,28.03216092805134,,0.298174
group,1,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.024501633286297,-2.485011656762348,2,2,28.03216092805134,,0.356341
group,1,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,23.528305053710938,-1.534531593322754,2,2,,,0.477401
group,1,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,8.528691908468979,1.0061711221058527,2,2,,,0.555077
group,1,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,30.63954725330837,-31.28744711495882,2,2,,,0.279722
group,1,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,53.49238026124819,0.36862465698914093,2,2,,,0.51439
group,1,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,4.370248538011696,-2.003112554554386,2,2,36.248538011695906,,0.330679
group,1,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,8.200017407113707,-1.3094958829349381,2,2,36.248538011695906,,0.430043
group,1,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,43.35365676879883,18.290821075439453,2,2,,,0.76719
group,1,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,1.1778222203310498,-6.344698566032076,2,2,,,0.325224
group,1,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,32.73307376162665,-29.19392060664054,2,2,,,0.295474
group,1,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,82.42424242424242,29.300486819983377,2,2,,,0.792187
group,1,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,2.8476467121326934,-3.5257143804333886,2,2,24.720552328028965,,0.201568
group,1,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.679288103201145,-0.8302251868474988,2,2,24.720552328028965,,0.460093
group,1,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,34.44129180908203,9.378454208374023,2,2,,,0.636917
group,1,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,7.14543225899488,-0.37708852736824516,2,2,,,0.511824
group,1,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,98.95047803201203,37.02348366374484,2,2,,,0.793701
group,1,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,13.156682027649769,-39.96707357660928,2,2,,,0.127097
group,1,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.6533216783216784,-3.7200394142444035,2,2,22.369755244755247,,0.185089
group,1,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.391866361738092,-1.1176469283105521,2,2,22.369755244755247,,0.442072
group,1,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,51.76772689819336,26.704891204833984,2,2,,,0.890179
group,1,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,1.2718874207755935,-6.250633365587532,2,2,,,0.328165
group,1,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,36.03801456587031,-25.88897980239687,2,2,,,0.320341
group,1,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,27.234541739196246,-25.8892138650628,2,2,,,0.262269
group,1,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,2.8213141025641026,-3.5520469900019793,2,2,22.80849358974359,,0.199335
group,1,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,8.101503759398497,-1.4080095306501481,2,2,22.80849358974359,,0.423867
group,1,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,49.987037658691406,24.9242000579834,2,2,,,0.86415
group,1,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,0.11876484560570072,-7.403755940757425,2,2,,,0.292109
group,1,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,97.18440307492821,35.25740870666103,2,2,,,0.780413
group,1,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,10.292386185243329,-42.831369419015715,2,2,,,0.099594
group,1,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,3.2936930091185412,-3.0796680834475407,2,2,38.816489361702125,,0.239391
group,1,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,11.918400915397267,2.4088876253486227,2,2,38.816489361702125,,0.663178
group,1,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,50.79716873168945,25.734333038330078,2,2,,,0.875992
group,1,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,2.834451368766456,-4.68806941759667,2,2,,,0.377025
group,1,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,32.78031088082902,-29.14668348743817,2,2,,,0.29583
group,1,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,16.864390432098766,-36.25936517216028,2,2,,,0.162697
group,1,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.9526515151515147,-2.4207095774145673,2,2,45.88825757575758,,0.295268
group,1,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,11.89559595442325,2.3860826643746043,2,2,45.88825757575758,,0.661748
group,1,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,53.813819885253906,28.750986099243164,2,2,,,0.920087
group,1,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,1.1772020725388601,-6.345318713824266,2,2,,,0.325205
group,1,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,32.25381523497303,-29.673179133294155,2,2,,,0.291868
group,1,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,10.93128011732663,-42.192475486932416,2,2,,,0.105729
group,1,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,4.753846153846154,-1.6195149387199281,2,2,70.32051282051282,,0.363207
group,1,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,14.963369963369964,5.453856673321318,2,2,70.32051282051282,,0.854092
group,1,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,75.26206970214844,50.1992301940918,2,2,,,1.0
group,1,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,1.163098928326057,-6.359421858037068,2,2,,,0.324764
group,1,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.75715213056986,37.83015776230267,2,2,,,0.799771
group,1,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,54.385290537510414,1.2615349332513688,2,2,,,0.522964
group,1,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.826972010178118,2.4536109176120355,2,2,82.08651399491094,,0.708595
group,1,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.338384665792923,-0.17112862425572128,2,2,82.08651399491094,,0.501417
group,1,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.632259845733643,-18.43057632446289,2,2,,,0.23043
group,1,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,11.539041127648723,4.016520341285597,2,2,,,0.649207
group,1,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,29.592631372292388,-32.3343629959748,2,2,,,0.271845
group,1,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,82.5233644859813,29.39960888172226,2,2,,,0.793139
group,1,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.123737373737374,3.7503762811712917,2,2,87.71919191919193,,0.818557
group,1,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,8.707093547711207,-0.8024197423374373,2,2,87.71919191919193,,0.461836
group,1,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,12.82408332824707,-12.238752365112305,2,2,,,0.320937
group,1,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,4.634186244355736,-2.888334542007389,2,2,,,0.433301
group,1,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,99.62051984973094,37.69352548146375,2,2,,,0.798743
group,1,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,53.67478739049811,0.5510317862390686,2,2,,,0.516142
group,1,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,7.598229493500672,1.2248684009345903,2,2,75.37557149260422,,0.604402
group,1,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.050975567022814,0.541462276974169,2,2,75.37557149260422,,0.546095
group,1,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,8.69877815246582,-16.364057540893555,2,2,,,0.260637
group,1,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,12.546048384034027,5.023527597670902,2,2,,,0.680695
group,1,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,94.54148471615721,32.61449034789002,2,2,,,0.760527
group,1,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,15.26894541600424,-37.8548101882548,2,2,,,0.147378
group,1,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,5.324660633484163,-1.048700459081919,2,2,26.74396681749623,,0.41161
group,1,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,5.042168836038352,-4.467344454010293,2,2,26.74396681749623,,0.232053
group,1,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,29.232288360595703,4.169452667236328,2,2,,,0.560777
group,1,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,1.5533916269210388,-5.969129159442087,2,2,,,0.336968
group,1,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,30.98404571972854,-30.942948648538646,2,2,,,0.282314
group,1,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,41.40721905234433,-11.716536551914714,2,2,,,0.398351
group,1,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,4.721320754716981,-1.6520403378491009,2,2,21.202075471698116,,0.360449
group,1,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.406172036965459,-5.103341253083186,2,2,21.202075471698116,,0.192177
group,1,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,37.02083969116211,11.958003044128418,2,2,,,0.674622
group,1,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.46553161090606027,-7.0569891754570655,2,2,,,0.302952
group,1,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,35.07887920885331,-26.84811515941388,2,2,,,0.313124
group,1,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,75.78178400546821,22.658028401209165,2,2,,,0.728408
group,1,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.726110772976263,0.35274968041018084,2,2,30.45929701765064,,0.530449
group,1,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.523190611471861,-4.986322678576784,2,2,30.45929701765064,,0.199514
group,1,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,24.497711181640625,-0.56512451171875,2,2,,,0.491571
group,1,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,3.3160662428380814,-4.206454543525044,2,2,,,0.392085
group,1,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.11109355246523,37.18409918419805,2,2,,,0.79491
group,1,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,65.96116205491205,12.837406450653006,2,2,,,0.634112
group,1,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.604457906182044,0.23109681361596213,2,2,42.16099720410065,,0.520133
group,1,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.388937918984453,-3.120575371064192,2,2,42.16099720410065,,0.316492
group,1,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,8.873550415039062,-16.189285278320312,2,2,,,0.263191
group,1,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,22.882427307206065,15.35990652084294,2,2,,,1.0
group,1,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,33.51568125450036,-28.41131311376683,2,2,,,0.301363
group,1,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,72.67628205128204,19.552526447023,2,2,,,0.698589
group,1,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,6.728708791208792,0.35534769864270954,2,2,44.95879120879121,,0.530669
group,1,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.707122513631241,-2.802390776417404,2,2,44.95879120879121,,0.336442
group,1,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,18.727224349975586,-6.335611820220947,2,2,,,0.407223
group,1,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,8.089147131770542,0.5666263454074159,2,2,,,0.541333
group,1,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.6173017642815,37.69030739601431,2,2,,,0.798718
group,1,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,58.275998810349954,5.152243206090908,2,2,,,0.560321
group,1,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,9.739995650282733,3.36663455771665,2,2,69.03088299260548,,0.786016
group,1,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.0867643242668645,-2.4227489657817802,2,2,69.03088299260548,,0.360245
group,1,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,7.381566047668457,-17.6812686920166,2,2,,,0.241383
group,1,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,9.608775496819046,2.086254710455921,2,2,,,0.58885
group,1,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,33.653887399463805,-28.273106968803383,2,2,,,0.302403
group,1,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,80.57898227992041,27.455226675661358,2,2,,,0.774469
group,1,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,11.400252525252526,5.026891432686443,2,2,80.08485591206178,,0.926801
group,1,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.021314198304519,-2.488199091744126,2,2,80.08485591206178,,0.356141
group,1,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,12.844452857971191,-12.218382835388184,2,2,,,0.321234
group,1,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,6.012868632707774,-1.5096521536553515,2,2,,,0.47641
group,1,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.7331087324264,37.806114364159214,2,2,,,0.79959
group,1,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,77.55852340936374,24.434767805104705,2,2,,,0.745468
group,1,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,6.831495215311005,0.45813412274492293,2,2,60.29341507177034,,0.539385
group,1,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.839678085291485,-0.6698352047571587,2,2,60.29341507177034,,0.470149
group,1,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,8.464914321899414,-16.59792137145996,2,2,,,0.257218
group,1,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,24.827640126800006,17.30511934043688,2,2,,,1.0
group,1,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,31.95402298850574,-29.972971379761447,2,2,,,0.289613
group,1,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,85.03480924533557,31.911053641076514,2,2,,,0.817253
group,1,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,9.729594647776466,3.3562335552103835,2,2,80.00661157024794,,0.785135
group,1,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.36624562292539,-1.1432676671232551,2,2,80.00661157024794,,0.440465
group,1,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,15.619209289550781,-9.443626403808594,2,2,,,0.361793
group,1,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,11.243082162622393,3.720561376259267,2,2,,,0.639953
group,1,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,99.88179669030733,37.95480232204014,2,2,,,0.800709
group,1,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,87.72978117295384,34.6060255686948,2,2,,,0.84313
group,1,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,11.753822055137846,5.380460962571763,2,2,64.21382623224729,,0.956782
group,1,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,5.463908133073537,-4.045605156975108,2,2,64.21382623224729,,0.258495
group,1,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,5.941916465759277,-19.12091827392578,2,2,,,0.220339
group,1,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,49.74543276430069,42.222911977937564,2,2,,,1.0
group,1,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,32.64204756300561,-29.284946805261576,2,2,,,0.294789
group,1,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,95.75358851674642,42.629832912487366,2,2,,,0.920172
group,1,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,14.579172413793103,8.20581132122702,2,2,70.53324137931034,,1.0
group,1,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,4.83750321875266,-4.6720100712959844,2,2,70.53324137931034,,0.219221
group,1,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,10.804060935974121,-14.258774757385254,2,2,,,0.29141
group,1,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,19.400797311195227,11.8782765248321,2,2,,,0.895035
group,1,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,99.88344988344988,37.9564555151827,2,2,,,0.800721
group,1,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,14.63733785154648,-38.48641775271257,2,2,,,0.141313
group,1,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.2265625,-4.146798592566082,2,2,43.015625,,0.148902
group,1,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,19.451433121019107,9.941919830970464,2,2,43.015625,,1.0
group,1,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,33.189598083496094,8.126764297485352,2,2,,,0.618621
group,1,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,0.11655011655011654,-7.405970669813009,2,2,,,0.292039
group,1,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,29.88518627464713,-32.04180809362006,2,2,,,0.274046
group,1,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,29.636459430979976,-23.48729617327907,2,2,,,0.285331
group,1,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.4071428571428575,-3.9662182354232245,2,2,38.43181818181819,,0.164214
group,1,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,15.98260381593715,6.473090525888504,2,2,38.43181818181819,,0.917995
group,1,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,34.58646774291992,9.52363109588623,2,2,,,0.639039
group,1,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.3448275862068966,-7.177693200156229,2,2,,,0.299177
group,1,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.6581300319618,37.73113566369462,2,2,,,0.799026
group,1,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,80.6052875459554,27.481531941696367,2,2,,,0.774722
group,1,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,6.994573698396936,0.6212126058308538,2,2,39.10267807884491,,0.553214
group,1,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.545386241225106,-3.964127048823539,2,2,39.10267807884491,,0.263603
group,1,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,9.830608367919922,-15.232227325439453,2,2,,,0.277181
group,1,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,3.34486385888255,-4.177656927480576,2,2,,,0.392985
group,1,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,33.05361807086637,-28.873376297400817,2,2,,,0.297886
group,1,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,88.43729972228157,35.31354411802252,2,2,,,0.849923
group,1,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,8.013034410844629,1.6396733182785477,2,2,42.3767813694821,,0.639576
group,1,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.2977582846003894,-4.211755005448255,2,2,42.3767813694821,,0.248078
group,1,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,20.734142303466797,-4.3286943435668945,2,2,,,0.436559
group,1,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,4.566000197788262,-2.9565205885748638,2,2,,,0.431168
group,1,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,100.0,38.07300563173281,2,2,,,0.801598
group,1,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,26.54989033440495,-26.573865269854096,2,2,,,0.255695
group,1,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,4.887455197132616,-1.4859058954334659,2,2,73.32482078853047,,0.374537
group,1,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,14.999821810406273,5.490308520357628,2,2,73.32482078853047,,0.856377
group,1,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,19.237491607666016,-5.825345039367676,2,2,,,0.414682
group,1,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,6.72745846227804,-0.7950623240850856,2,2,,,0.498755
group,1,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,30.402931779740648,-31.52406258852654,2,2,,,0.277942
group,1,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,64.7808732486152,11.657117644356141,2,2,,,0.62278
group,1,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.489604158336665,0.11624306577058308,2,2,90.24490203918432,,0.510394
group,1,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,13.901223842618966,4.391710552570322,2,2,90.24490203918432,,0.787497
group,1,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,16.30269432067871,-8.760141372680664,2,2,,,0.371784
group,1,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,4.001127607592558,-3.5213931787705683,2,2,,,0.413506
group,1,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,91.2761102334562,29.349115865189013,2,2,,,0.735958
group,1,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,31.575091575091573,-21.548664029167472,2,2,,,0.303946
group,1,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,7.151449275362319,0.7780881827962371,2,2,102.92898550724638,,0.566516
group,1,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,14.351450303683942,4.841937013635297,2,2,102.92898550724638,,0.815725
group,1,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,9.163326263427734,-15.89950942993164,2,2,,,0.267427
group,1,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,6.472088030059044,-1.050432756304081,2,2,,,0.49077
group,1,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,30.72838580709645,-31.198608561170737,2,2,,,0.280391
group,1,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,53.032708796443316,-0.09104680781572938,2,2,,,0.509977
group,1,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,7.5881775333857036,1.2148164408196211,2,2,90.01139041633937,,0.603549
group,1,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,11.799493308101585,2.2899800180529413,2,2,90.01139041633937,,0.655723
group,1,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,15.719111442565918,-9.343724250793457,2,2,,,0.363253
group,1,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,2.077711144427786,-5.44480964193534,2,2,,,0.353363
baseline,1,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,60.63927781553161,,70,70,,,0.505444
baseline,1,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,50.17108639508641,,70,70,,,0.4825
baseline,1,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.496820840971693,,70,70,55.03798505424313,,0.511006
baseline,1,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.115282885671311,,70,70,55.03798505424313,,0.487429
baseline,1,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,25.797138214111328,,70,70,,,0.510565
baseline,1,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,5.506812781811579,,70,70,,,0.460587
group,1,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,100.0,39.36072218446841,1,1,,,0.801598
group,1,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,44.6524064171123,-5.518679977974109,1,1,,,0.429511
group,1,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.331325301204819,-2.165495539766874,1,1,61.234939759036145,,0.327379
group,1,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,14.13769123783032,5.022408352159008,1,1,61.234939759036145,,0.802323
group,1,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,14.018692016601562,-11.778448104858398,1,1,,,0.338398
group,1,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,14.705882352941178,9.199069571129598,1,1,,,0.748231
group,1,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,28.893833295685567,-31.745444519846025,2,2,,,0.266587
group,1,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,50.1328129235106,-0.03827347157580974,2,2,,,0.482132
group,1,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.1940298507462686,-1.3027909902254242,2,2,69.40298507462686,,0.400533
group,1,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,13.44586448034724,4.3305815946759285,2,2,69.40298507462686,,0.758947
group,1,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,24.084104537963867,-1.7130355834960938,2,2,,,0.485525
group,1,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,5.941495369324599,0.4346825875130196,2,2,,,0.474179
group,1,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,32.00865800865801,-28.630619806873582,2,2,,,0.290024
group,1,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,33.601694915254235,-16.569391479832177,2,2,,,0.323405
group,1,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,6.217408585055644,-0.279412255916049,2,2,39.159379968203496,,0.487312
group,1,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,6.2802819800349905,-2.835000905636321,2,2,39.159379968203496,,0.30968
group,1,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,41.76123809814453,15.964096069335938,2,2,,,0.743913
group,1,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,0.4458874458874459,-5.060925335924133,2,2,,,0.302337
group,1,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,33.115289054791425,-27.523988760740167,2,2,,,0.29835
group,1,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,50.25749444354096,0.08640804845454753,2,2,,,0.48333
group,1,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,6.032,-0.46482084097169274,2,2,68.584,,0.47159
group,1,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,11.672135520875017,2.5568526352037058,2,2,68.584,,0.647738
group,1,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,33.178749084472656,7.381607532501221,2,2,,,0.618462
group,1,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,3.0444964871194378,-2.4623162946921413,2,2,,,0.383593
group,1,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,87.18686950964297,26.547591694111382,2,2,,,0.705191
group,1,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,79.88888888888889,29.71780249380248,2,2,,,0.767843
group,1,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.6106634756016485,-1.8861573653700443,2,2,25.222490360324425,,0.351066
group,1,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.456804129434014,-3.658478756237298,2,2,25.222490360324425,,0.25805
group,1,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,19.875654220581055,-5.921485900878906,2,2,,,0.42401
group,1,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,3.3917730925212224,-2.1150396892903567,2,2,,,0.394452
group,1,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,99.07161803713528,38.43234022160369,2,2,,,0.794613
group,1,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,33.66764642626712,-16.503439968819293,2,2,,,0.324038
group,1,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.2224243649349775,-2.2743964760367152,2,2,32.29095074455899,,0.318144
group,1,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.569745682936404,-1.545537202734908,2,2,32.29095074455899,,0.390527
group,1,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,23.11993408203125,-2.6772069931030273,2,2,,,0.471432
group,1,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,2.6525198938992043,-2.854292887912375,2,2,,,0.371336
group,1,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,31.09608028538273,-29.543197530148863,2,2,,,0.283157
group,1,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,52.6939414263358,2.5228550312493816,2,2,,,0.506724
group,1,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,4.880952380952381,-1.6158684600193118,2,2,34.54539682539682,,0.373985
group,1,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,7.359803094233474,-1.7554797914378368,2,2,34.54539682539682,,0.377364
group,1,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,35.853763580322266,10.056623458862305,2,2,,,0.657563
group,1,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,1.411065027721666,-4.095747754089913,2,2,,,0.332517
group,1,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,31.734400873216202,-28.90487694231539,2,2,,,0.28796
group,1,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,76.95861049519587,26.78752410010945,2,2,,,0.739707
group,1,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,2.513208762886598,-3.9836120780850948,2,2,21.75161082474227,,0.173208
group,1,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.649964282069599,-0.4653186036017125,2,2,21.75161082474227,,0.458254
group,1,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,29.568769454956055,3.7716293334960938,2,2,,,0.565695
group,1,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,4.025291020385382,-1.481521761426198,2,2,,,0.414261
group,1,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,99.2996234040599,38.6603455885283,2,2,,,0.796328
group,1,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,11.514904517931999,-38.65618187715442,2,2,,,0.111333
group,1,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.7014338575393158,-3.7953869834323775,2,2,23.859851988899166,,0.189169
group,1,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.770913154533844,-0.3443697311374674,2,2,23.859851988899166,,0.465837
group,1,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,41.086647033691406,15.289508819580078,2,2,,,0.734053
group,1,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,1.8393496831082943,-3.6674630987032852,2,2,,,0.345909
group,1,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,29.493891797556717,-31.145386017974875,2,2,,,0.271102
group,1,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,29.584750566893426,-20.586335828192986,2,2,,,0.284835
group,1,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,4.914347826086956,-1.5824730148847364,2,2,42.493478260869566,,0.376817
group,1,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,8.691849981968987,-0.4234329037023241,2,2,42.493478260869566,,0.46088
group,1,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,28.880523681640625,3.083383560180664,2,2,,,0.555635
group,1,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,1.0937111608252548,-4.413101620986325,2,2,,,0.322594
group,1,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,99.40689598050004,38.76761816496845,2,2,,,0.797135
group,1,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,8.74839095943721,-41.4226954356492,2,2,,,0.084769
group,1,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.7249322493224932,-3.7718885916491995,2,2,27.576784101174347,,0.191162
group,1,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.156593406593407,1.0413105209220959,2,2,27.576784101174347,,0.552717
group,1,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,60.48583221435547,34.688690185546875,2,2,,,1.0
group,1,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,5.558020659543502,0.05120787773192337,2,2,,,0.462188
group,1,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,25.025141420490257,-35.614136395041335,2,2,,,0.237479
group,1,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,15.080808080808083,-35.090278314278336,2,2,,,0.145572
group,1,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,2.769230769230769,-3.7275900717409236,2,2,25.820512820512818,,0.194918
group,1,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,9.434343434343434,0.3190605486721232,2,2,25.820512820512818,,0.507433
group,1,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,72.29403686523438,46.49689865112305,2,2,,,1.0
group,1,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,1.026819326531142,-4.479993455280438,2,2,,,0.320502
group,1,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,28.563844759727207,-32.07543305580438,2,2,,,0.264104
group,1,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,12.518472906403941,-37.65261348868247,2,2,,,0.120969
group,1,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,6.620320855614973,0.12350001464328031,2,2,96.27540106951871,,0.521478
group,1,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,14.112879439596902,4.997596553925592,2,2,96.27540106951871,,0.800768
group,1,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,63.03205108642578,37.23491287231445,2,2,,,1.0
group,1,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,1.134853166187165,-4.371959615624414,2,2,,,0.323881
group,1,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.53663620330286,38.89735838777128,2,2,,,0.798112
group,1,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,59.655842054159024,9.484755659072611,2,2,,,0.57357
group,1,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.444130203597243,1.9473093626255515,2,2,80.16915062497111,,0.676131
group,1,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.493050826572238,0.37776794090092736,2,2,80.16915062497111,,0.511114
group,1,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,5.949287414550781,-19.84785270690918,2,2,,,0.220447
group,1,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,6.689915023248357,1.1831022414367776,2,2,,,0.497581
group,1,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,33.84396586753352,-26.795311947998073,2,2,,,0.303833
group,1,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,73.08854907539117,22.917462680304766,2,2,,,0.702548
group,1,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,9.82491452991453,3.328093688942837,2,2,86.53034188034188,,0.793217
group,1,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,8.854626799070843,-0.26065608660046724,2,2,86.53034188034188,,0.471086
group,1,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,11.518632888793945,-14.278507232666016,2,2,,,0.301855
group,1,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,3.5757822023567654,-1.9310305794548137,2,2,,,0.400206
group,1,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,98.51984901578044,37.880571200248845,2,2,,,0.790461
group,1,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,39.514721919302076,-10.656364475784336,2,2,,,0.38018
group,1,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,6.196929790077837,-0.29989105089385637,2,2,68.93120528343424,,0.485576
group,1,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,11.158301102743549,2.0430182170722375,2,2,68.93120528343424,,0.615522
group,1,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,13.466968536376953,-12.330171585083008,2,2,,,0.330334
group,1,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,3.7716657651513366,-1.7351470166602423,2,2,,,0.406331
group,1,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,100.0,39.36072218446841,2,2,,,0.801598
group,1,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,13.238156119042547,-36.93293027604386,2,2,,,0.127879
group,1,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,3.9920940170940167,-2.504726823877676,2,2,20.596153846153847,,0.298613
group,1,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,5.083526744750904,-4.0317561409204075,2,2,20.596153846153847,,0.234646
group,1,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,37.84269332885742,12.045552253723145,2,2,,,0.686636
group,1,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.928332978194474,-4.578479803617105,2,2,,,0.317423
group,1,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,34.00352183313643,-26.63575598239516,2,2,,,0.305033
group,1,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,44.42724458204334,-5.743841813043069,2,2,,,0.427349
group,1,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,5.902033898305085,-0.5947869426666079,2,2,24.75237288135593,,0.46057
group,1,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.232390049042873,-4.882892836628438,2,2,24.75237288135593,,0.181281
group,1,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,33.75354766845703,7.956408500671387,2,2,,,0.626864
group,1,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.2726820171039238,-5.234130764707656,2,2,,,0.296921
group,1,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,32.214485286339226,-28.424792529192363,2,2,,,0.291572
group,1,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,59.93984962406015,9.76876322897374,2,2,,,0.576297
group,1,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,5.661764705882353,-0.83505613508934,2,2,24.495798319327733,,0.440196
group,1,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.318903318903319,-4.7963795667679925,2,2,24.495798319327733,,0.186705
group,1,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,34.71516418457031,8.918022155761719,2,2,,,0.64092
group,1,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.9794587463674774,-4.527354035444102,2,2,,,0.319022
group,1,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.76343340342714,39.124155587895544,2,2,,,0.799818
group,1,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,64.62270247186213,14.451616076775718,2,2,,,0.621261
group,1,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.396362388469457,-0.10045845250223495,2,2,42.322923816060396,,0.502487
group,1,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.614594685136302,-2.500688200535009,2,2,42.322923816060396,,0.330641
group,1,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,8.885818481445312,-16.91132164001465,2,2,,,0.263371
group,1,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,15.387454700013421,9.880641918201842,2,2,,,0.769543
group,1,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,33.26649908764526,-27.37277872788633,2,2,,,0.299488
group,1,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,76.84428223844282,26.67319584335641,2,2,,,0.73861
group,1,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,8.501851851851853,2.0050310108801597,2,2,56.66077441077441,,0.681026
group,1,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.665417958099322,-2.4498649275719893,2,2,56.66077441077441,,0.333827
group,1,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,12.054915428161621,-13.74222469329834,2,2,,,0.309694
group,1,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,8.882944079921199,3.3761312981096196,2,2,,,0.566154
group,1,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.875,39.23572218446841,2,2,,,0.800657
group,1,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,61.49389868112905,11.322812286042637,2,2,,,0.591219
group,1,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.249708144167517,3.7528873031958234,2,2,71.78301677012878,,0.829238
group,1,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,6.976977889575004,-2.138304996096307,2,2,71.78301677012878,,0.353361
group,1,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,7.343015670776367,-18.454124450683594,2,2,,,0.240819
group,1,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,10.78688524590164,5.28007246409006,2,2,,,0.625688
group,1,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,29.210303607320427,-31.428974208211166,2,2,,,0.268969
group,1,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,80.07441091360067,29.903324518514253,2,2,,,0.769624
group,1,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,14.459405501330966,7.9625846603592745,2,2,112.56754658385094,,1.0
group,1,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.788983325195831,-1.3262995604754804,2,2,112.56754658385094,,0.404272
group,1,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,10.725831985473633,-15.071308135986328,2,2,,,0.290266
group,1,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,6.061567756267852,0.5547549744562725,2,2,,,0.477933
group,1,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.76635514018692,39.127077324655325,2,2,,,0.79984
group,1,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,63.108807695398134,12.937721300311722,2,2,,,0.606725
group,1,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,6.183378044369423,-0.31344279660226926,2,2,51.866989691343136,,0.484427
group,1,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.44825917589138,-0.6670237097799312,2,2,51.866989691343136,,0.445608
group,1,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,12.036534309387207,-13.760605812072754,2,2,,,0.309425
group,1,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,16.061513150378172,10.554700368566595,2,2,,,0.79062
group,1,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,31.836347994642217,-28.802929820889375,2,2,,,0.288727
group,1,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,85.70583808192667,35.53475168684026,2,2,,,0.823696
group,1,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,11.60081155535701,5.103990714385318,2,2,109.06641352095897,,0.943808
group,1,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,9.323788938901021,0.2085060532297094,2,2,109.06641352095897,,0.500501
group,1,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,9.77249526977539,-16.02464485168457,2,2,,,0.276331
group,1,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,12.020984656263272,6.5141718744516925,2,2,,,0.664277
group,1,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,99.88839285714286,39.24911504161126,2,2,,,0.800758
group,1,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,69.85823090264685,19.687144507560443,2,2,,,0.671531
group,1,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,9.216924848231109,2.7201040072594154,2,2,48.49737806154491,,0.741662
group,1,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,5.309581287839295,-3.8057015978320154,2,2,48.49737806154491,,0.248819
group,1,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,8.359251976013184,-17.437889099121094,2,2,,,0.255674
group,1,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,22.4177367576244,16.91092397581282,2,2,,,0.989371
group,1,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,31.134229887417444,-29.50504792811415,3,3,,,0.283444
group,1,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,96.4117103990829,46.240624003996494,3,3,,,0.926491
group,1,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,14.821063375463341,8.324242534491649,3,3,69.28674700858556,,1.0
group,1,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,4.680423760865408,-4.434859124805903,3,3,69.28674700858556,,0.209372
group,1,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,14.089903831481934,-11.707237243652344,3,3,,,0.339439
group,1,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,19.28216619981326,13.77535341800168,3,3,,,0.891326
group,1,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,96.67458432304038,36.035306507508786,2,2,,,0.776577
group,1,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,16.468625474098612,-33.702460920987804,2,2,,,0.158897
group,1,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.4785057471264365,-4.018315093845256,2,2,47.9264367816092,,0.170266
group,1,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,19.708493693556377,10.593210807885066,2,2,47.9264367816092,,1.0
group,1,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,21.937305450439453,-3.859834671020508,2,2,,,0.454145
group,1,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.7705485591359298,-3.7362642226756497,2,2,,,0.343758
group,1,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,26.529371777886936,-34.109906037644656,2,2,,,0.248797
group,1,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,38.72247035268751,-11.448616042398903,2,2,,,0.372573
group,1,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.514547413793103,-3.982273427178589,2,2,37.24676724137931,,0.173322
group,1,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,14.933093154915081,5.817810269243769,2,2,37.24676724137931,,0.852193
group,1,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,39.73970413208008,13.942564010620117,2,2,,,0.714364
group,1,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.3401360544217687,-5.16667672738981,2,2,,,0.299031
group,1,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,100.0,39.36072218446841,2,2,,,0.801598
group,1,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,69.686666598547,19.515580203460594,2,2,,,0.669884
group,1,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,5.835331632653061,-0.6614892083186317,2,2,29.920950255102042,,0.454914
group,1,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.204980093843311,-3.9103027918280007,2,2,29.920950255102042,,0.242261
group,1,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,14.038841247558594,-11.758298873901367,2,2,,,0.338693
group,1,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,2.1472079924561,-3.3596047893554792,2,2,,,0.355536
group,1,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,31.65486089723848,-28.984416918293114,2,2,,,0.287362
group,1,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,76.4344262295082,26.263339834421785,2,2,,,0.734674
group,1,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,6.8937290033594625,0.3969081623877697,2,2,35.09171332586786,,0.544662
group,1,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.093552036199094,-4.021730849472217,2,2,35.09171332586786,,0.235274
group,1,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,28.742416381835938,2.9452762603759766,2,2,,,0.553616
group,1,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,4.03834308592547,-1.4684696958861094,2,2,,,0.414669
group,1,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,100.0,39.36072218446841,2,2,,,0.801598
group,1,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,17.030995872305695,-33.14009052278072,2,2,,,0.164297
group,1,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,4.906349206349207,-1.5904716346224865,2,2,77.11746031746031,,0.376139
group,1,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,15.724141725352112,6.608858839680802,2,2,77.11746031746031,,0.90179
group,1,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,23.528091430664062,-2.2690486907958984,2,2,,,0.477398
group,1,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,1.2218679724976953,-4.284944809313883,2,2,,,0.326601
group,1,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,30.958523044734246,-29.680754770797346,2,2,,,0.282122
group,1,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,46.40818858560794,-3.762897809478474,2,2,,,0.44637
group,1,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.306750298685783,-0.19007054228591036,2,2,91.17980884109917,,0.494888
group,1,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,14.46158557664848,5.3463026909771685,2,2,91.17980884109917,,0.822631
group,1,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,25.925479888916016,0.1283407211303711,2,2,,,0.512441
group,1,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,1.3272863443455105,-4.179526437466068,2,2,,,0.329898
group,1,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,95.46786601964729,34.828588204115704,2,2,,,0.767498
group,1,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,30.88394948860065,-19.287136906485763,2,2,,,0.29731
group,1,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.855799899278161,0.35897905830646737,2,2,81.88531699401264,,0.541446
group,1,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,11.950219947930695,2.8349370622593826,2,2,81.88531699401264,,0.665173
group,1,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,11.854888916015625,-13.942251205444336,2,2,,,0.30677
group,1,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,4.194579240146763,-1.3122335416648163,2,2,,,0.419555
group,1,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,27.767235926628715,-32.87204188890288,2,2,,,0.258111
group,1,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,47.187981510015405,-2.9831048850710076,2,2,,,0.453857
group,1,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,7.1691960623461854,0.6723752213744927,2,2,86.19052502050862,,0.568021
group,1,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,11.999772821148285,2.8844899354769744,2,2,86.19052502050862,,0.66828
group,1,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,29.34351348876953,3.546372413635254,2,2,,,0.562402
group,1,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,2.0200822264389626,-3.4867305553726164,2,2,,,0.351561
baseline,1,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,59.00890260661624,,70,70,,,0.493176
baseline,1,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,51.24628026738542,,70,70,,,0.492824
baseline,1,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.385429026395244,,70,70,56.857391639951665,,0.50156
baseline,1,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.520225597655847,,70,70,56.857391639951665,,0.512818
baseline,1,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,24.256689071655273,,70,70,,,0.488048
baseline,1,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,6.264418568911773,,70,70,,,0.484276
group,1,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,99.35668047123156,40.3477778646153,2,2,,,0.796758
group,1,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,39.402085369827304,-11.844194897558111,2,2,,,0.379099
group,1,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.531479421579533,-1.853949604815711,2,2,59.24015572858732,,0.344351
group,1,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.066113816189898,3.54588821853405,2,2,59.24015572858732,,0.735138
group,1,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,15.754969596862793,-8.501723289489746,2,2,,,0.363778
group,1,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,12.131599051103695,5.867180482191922,2,2,,,0.667736
group,1,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,22.460116183292147,-36.54878642332411,2,2,,,0.218179
group,1,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,61.75675675675676,10.510476489371339,2,2,,,0.593743
group,1,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.867327365728901,-0.5181016606663431,2,2,83.65249360613811,,0.457627
group,1,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,14.272210138865653,4.751984541209805,2,2,83.65249360613811,,0.810757
group,1,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,23.065475463867188,-1.191218376159668,2,2,,,0.470636
group,1,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,3.2526032526032527,-3.0118153163085193,2,2,,,0.3901
group,1,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,33.92691622103386,-25.081986385582386,2,2,,,0.304457
group,1,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,37.747954376394745,-13.498325890990674,2,2,,,0.363216
group,1,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.062315270935961,-1.323113755459283,2,2,37.09679802955665,,0.389364
group,1,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,7.321818181818182,-2.1984074158376647,2,2,37.09679802955665,,0.374982
group,1,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,35.1234016418457,10.86670970916748,2,2,,,0.646887
group,1,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,0.8912655971479502,-5.373152971763822,2,2,,,0.316264
group,1,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,22.61024549382172,-36.39865711279454,2,2,,,0.219309
group,1,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,17.309606769537083,-33.93667349784833,2,2,,,0.166972
group,1,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,6.157142857142857,-0.22828616925238654,2,2,79.47619047619048,,0.482202
group,1,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,12.937626262626264,3.4174006649704163,2,2,79.47619047619048,,0.727082
group,1,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,61.16950607299805,36.912811279296875,2,2,,,1.0
group,1,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.1607717041800643,-6.103646864731708,2,2,,,0.293422
group,1,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,89.25443743582221,30.24553482920595,2,2,,,0.720747
group,1,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,79.21894253388596,27.97266226650055,2,2,,,0.76141
group,1,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,5.145976285060792,-1.2394527413344516,2,2,27.584943421211026,,0.396459
group,1,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.364874195519059,-4.155351402136787,2,2,27.584943421211026,,0.252286
group,1,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,19.560529708862305,-4.696163177490234,2,2,,,0.419404
group,1,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,3.652271034996277,-2.612147533915495,2,2,,,0.402597
group,1,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,98.1613372598982,39.15243465328196,2,2,,,0.787764
group,1,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,37.005666049953746,-14.24061421743167,2,2,,,0.356089
group,1,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.1388009049773755,-2.246628121417868,2,2,36.9362556561086,,0.311053
group,1,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,9.010833305755039,-0.509392291900808,2,2,36.9362556561086,,0.48088
group,1,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,18.118305206298828,-6.138388156890869,2,2,,,0.398323
group,1,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,2.6441655005325924,-3.6202530683791796,2,2,,,0.371075
group,1,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,26.288364387638637,-32.720538218977616,2,2,,,0.246984
group,1,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,50.51449275362319,-0.7317875137622281,2,2,,,0.485797
group,1,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,5.628402903811252,-0.7570261225839916,2,2,48.917574107682995,,0.437367
group,1,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,8.714740277139795,-0.8054853205160519,2,2,48.917574107682995,,0.462315
group,1,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,30.418132781982422,6.161440849304199,2,2,,,0.57811
group,1,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,2.74463366718492,-3.519784901726852,2,2,,,0.374216
group,1,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,32.021322889469104,-26.98757971714715,2,2,,,0.290119
group,1,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,79.82355081251515,28.577270545129743,2,2,,,0.767216
group,1,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,2.906893203883495,-3.4785358225117484,2,2,26.529514563106794,,0.206591
group,1,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,9.128263467549182,-0.3919621301066645,2,2,26.529514563106794,,0.488242
group,1,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,26.46295928955078,2.2062673568725586,2,2,,,0.520297
group,1,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,4.350677607857765,-1.9137409610540073,2,2,,,0.424436
group,1,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,73.98492320392778,14.976020597311528,2,2,,,0.605858
group,1,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,15.643069668219841,-35.60321059916558,2,2,,,0.15097
group,1,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.661363636363636,-3.7240653900316074,2,2,20.982828282828283,,0.185771
group,1,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,7.9149506649506645,-1.6052749327051816,2,2,20.982828282828283,,0.41217
group,1,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,44.30548095703125,20.048789978027344,2,2,,,0.781103
group,1,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,0.7532966913601703,-5.511121877551602,2,2,,,0.31195
group,1,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,34.00927300669428,-24.999629599921974,2,2,,,0.305076
group,1,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,32.280781462971376,-18.96549880441404,2,2,,,0.310722
group,1,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,3.8280701754385964,-2.557358850956647,2,2,29.081871345029242,,0.284704
group,1,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.589798850574713,-1.9304267470811336,2,2,29.081871345029242,,0.391784
group,1,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,36.00188446044922,11.745193481445312,2,2,,,0.659728
group,1,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,1.1633561141974074,-5.101062454714365,2,2,,,0.324772
group,1,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,99.61928934010152,40.61038673348527,2,2,,,0.798733
group,1,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,8.385168345384315,-42.8611119220011,2,2,,,0.081282
group,1,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,3.0304054054054053,-3.3550236209898383,2,2,33.33192567567568,,0.217065
group,1,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.595449172576831,1.0752235749209857,2,2,33.33192567567568,,0.580232
group,1,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,40.901546478271484,16.644853591918945,2,2,,,0.731347
group,1,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,5.127321342775375,-1.1370972261363965,2,2,,,0.44872
group,1,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,32.426396241003985,-26.582506365612268,2,2,,,0.293167
group,1,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,17.33152266168732,-33.91475760569809,2,2,,,0.167182
group,1,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,2.7660455486542443,-3.6193834777409992,2,2,28.250517598343684,,0.194648
group,1,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,10.175033921302578,0.6548083236467317,2,2,28.250517598343684,,0.553873
group,1,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,43.62487030029297,19.368175506591797,2,2,,,0.771154
group,1,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,2.3600785106762627,-3.9043400582355092,2,2,,,0.362192
group,1,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,27.592675080425636,-31.416227526190614,2,2,,,0.256797
group,1,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,21.14965986394558,-30.096620403439836,2,2,,,0.203843
group,1,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,5.783333333333333,-0.6020956930619104,2,2,68.36666666666666,,0.450504
group,1,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,11.960561497326204,2.440335899670357,2,2,68.36666666666666,,0.665822
group,1,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,66.79523468017578,42.538543701171875,2,2,,,1.0
group,1,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,7.471182206705592,1.2067636377938202,2,2,,,0.52201
group,1,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,96.86147186147187,37.85256925485561,2,2,,,0.777983
group,1,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,56.85859884468386,5.612318577298446,2,2,,,0.546712
group,1,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.564693348156382,2.1792643217611394,2,2,79.23337039095793,,0.686355
group,1,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.292302301346137,-0.22792329630970976,2,2,79.23337039095793,,0.498527
group,1,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,7.264768600463867,-16.991924285888672,2,2,,,0.239676
group,1,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,5.074928321860963,-1.1894902470508097,2,2,,,0.447082
group,1,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,32.64138509465612,-26.36751751196013,2,2,,,0.294784
group,1,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,79.21242842391814,27.966148156532725,2,2,,,0.761348
group,1,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.411856772026264,4.02642774563102,2,2,99.13860894793098,,0.842988
group,1,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.522903802479366,0.0026782048235194367,2,2,99.13860894793098,,0.512986
group,1,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,11.581550598144531,-12.675142288208008,2,2,,,0.302774
group,1,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,3.1412253374870196,-3.1231932314247524,2,2,,,0.386617
group,1,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,97.26247030878861,38.25356770217235,2,2,,,0.781
group,1,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,48.43386509232508,-2.812415175060334,2,2,,,0.46582
group,1,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,6.603324785569016,0.21789575917377224,2,2,67.78332522769475,,0.520037
group,1,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.34099093866171,0.8207653410058633,2,2,67.78332522769475,,0.564278
group,1,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,9.388128280639648,-14.86856460571289,2,2,,,0.270713
group,1,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,2.3050381297662206,-3.9593804391455514,2,2,,,0.360471
group,1,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,99.8800959232614,40.87119331664514,2,2,,,0.800696
group,1,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,12.140421904964843,-39.10585836242058,2,2,,,0.117339
group,1,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,5.218439716312057,-1.1669893100831867,2,2,24.681323877068557,,0.402603
group,1,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.723940373563218,-4.796285224092628,2,2,24.681323877068557,,0.2121
group,1,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,28.95364761352539,4.696955680847168,2,2,,,0.556704
group,1,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.0,-6.264418568911772,2,2,,,0.288395
group,1,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,27.1711933033074,-31.837709303308856,2,2,,,0.253626
group,1,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,39.61038961038961,-11.635890656995805,2,2,,,0.381099
group,1,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,5.529787234042553,-0.85564179235269,2,2,20.761094224924015,,0.429004
group,1,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,3.7368925309849965,-5.783333066670849,2,2,20.761094224924015,,0.150215
group,1,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,42.36530303955078,18.108610153198242,2,2,,,0.752743
group,1,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.3008277265890279,-5.963590842322744,2,2,,,0.297802
group,1,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,26.576600693638866,-32.43230191297739,2,2,,,0.249152
group,1,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,71.21654083733699,19.97026056995158,2,2,,,0.684573
group,1,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.716368106779066,0.33093908038382214,2,2,27.299086757990867,,0.529623
group,1,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.056177183517085,-5.4640484141387615,2,2,27.299086757990867,,0.170233
group,1,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,31.282297134399414,7.025604248046875,2,2,,,0.590742
group,1,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.5136986301369862,-5.750719938774786,2,2,,,0.304458
group,1,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.75550122249388,40.74659861587763,2,2,,,0.799758
group,1,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,63.469638469638475,12.22335820225306,2,2,,,0.610189
group,1,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.194088823429445,-0.19134020296579823,2,2,39.5759927491078,,0.485335
group,1,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.391479667303418,-3.1287459303524283,2,2,39.5759927491078,,0.316652
group,1,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,8.632102012634277,-15.624590873718262,2,2,,,0.259662
group,1,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,21.74940565389339,15.484987084981617,2,2,,,0.968473
group,1,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,29.39262472885033,-29.616277877765928,2,2,,,0.27034
group,1,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,72.48795788058698,21.241677613201567,2,2,,,0.696781
group,1,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,7.426661573720397,1.0412325473251531,2,2,45.01527883880825,,0.589853
group,1,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.064988075582463,-3.4552375220733844,2,2,45.01527883880825,,0.296181
group,1,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,18.546411514282227,-5.710281848907471,2,2,,,0.40458
group,1,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,9.054507390405085,2.7900888214933133,2,2,,,0.571519
group,1,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.74747474747474,40.738572140858494,2,2,,,0.799698
group,1,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,64.07311863748578,12.826838370100361,2,2,,,0.615984
group,1,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.855776456924232,4.47034743052899,2,2,77.66185010589602,,0.880631
group,1,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.150764040851142,-2.369461556804705,2,2,77.66185010589602,,0.364257
group,1,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,7.16663932800293,-17.09005355834961,2,2,,,0.238241
group,1,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,19.79839377380361,13.533975204891838,2,2,,,0.907467
group,1,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,29.4512077294686,-29.557694877147654,2,2,,,0.270781
group,1,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,80.57537912578056,29.32909885839514,2,2,,,0.774435
group,1,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,12.805759803921568,6.420330777526325,2,2,108.86677170868347,,1.0
group,1,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,8.503489515439384,-1.0167360822164628,2,2,108.86677170868347,,0.44907
group,1,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,10.786511421203613,-13.470181465148926,2,2,,,0.291153
group,1,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,6.598550724637681,0.33413215572590893,2,2,,,0.494724
group,1,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.65597986424874,40.647077257632475,2,2,,,0.799009
group,1,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,70.41630312850555,19.170022861120135,2,2,,,0.67689
group,1,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,7.4244613654062475,1.039032339011004,2,2,65.09243315739378,,0.589667
group,1,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.767610890360558,-0.7526147072952876,2,2,65.09243315739378,,0.46563
group,1,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,7.3926239013671875,-16.86406898498535,2,2,,,0.241545
group,1,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,22.07273421220936,15.808315643297588,2,2,,,0.978583
group,1,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,24.911157958138833,-34.097744648477416,2,2,,,0.236621
group,1,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,90.43956043956044,39.19328017217502,2,2,,,0.869148
group,1,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,10.500711093051605,4.115282066656361,2,2,95.88261885412433,,0.850523
group,1,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,9.131220345853716,-0.3890052518021294,2,2,95.88261885412433,,0.488428
group,1,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,15.76681137084961,-8.48988151550293,2,2,,,0.363951
group,1,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,10.851063829787234,4.586645260875462,2,2,,,0.627695
group,1,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,88.46648143523143,29.457578828615176,2,2,,,0.714818
group,1,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,76.52223281088425,25.275952543498825,2,2,,,0.735517
group,1,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,10.113046467989884,3.7276174415946404,2,2,48.88238482068974,,0.81765
group,1,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,4.833476151554302,-4.686749446101545,2,2,48.88238482068974,,0.218968
group,1,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,10.819329261779785,-13.437363624572754,2,2,,,0.291633
group,1,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,31.98438174363401,25.71996317472224,2,2,,,1.0
group,1,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,25.067976847489568,-33.940925759126685,2,2,,,0.237801
group,1,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,92.06896551724138,40.822685249855965,2,2,,,0.884793
group,1,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,14.074679602347587,7.689250575952343,2,2,66.36597197269134,,1.0
group,1,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,4.714317680684019,-4.805907916971828,2,2,66.36597197269134,,0.211497
group,1,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,21.07671356201172,-3.1799802780151367,2,2,,,0.441566
group,1,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,17.638655462184875,11.374236893273103,2,2,,,0.839935
group,1,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,99.77636722645498,40.76746461983873,2,2,,,0.799915
group,1,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,13.440367431983011,-37.8059128354024,2,2,,,0.12982
group,1,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.5208955223880594,-3.864533504007184,2,2,46.43432835820896,,0.17386
group,1,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,18.46539548022599,8.945169882570143,2,2,46.43432835820896,,1.0
group,1,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,22.871383666992188,-1.385310173034668,2,2,,,0.467799
group,1,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,2.1428357732657863,-4.121582795645986,2,2,,,0.355399
group,1,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,31.489332603938728,-27.519570002677526,2,2,,,0.286116
group,1,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,40.32183908045977,-10.924441186925645,2,2,,,0.38793
group,1,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.8739754098360653,-3.5114536165591783,2,2,52.6288056206089,,0.2038
group,1,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,17.653522947640596,8.133297349984748,2,2,52.6288056206089,,1.0
group,1,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,27.506227493286133,3.249535083770752,2,2,,,0.535547
group,1,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,1.6719091903719911,-4.592509378539781,2,2,,,0.340674
group,1,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.77876106194691,40.76985845533065,2,2,,,0.799933
group,1,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,77.3569844789357,26.110704211550285,2,2,,,0.743532
group,1,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,6.591401991484004,0.20597296508876006,2,2,39.29849478933678,,0.519026
group,1,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.959848146562183,-3.5603774510936637,2,2,39.29849478933678,,0.289589
group,1,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,8.342649459838867,-15.914043426513672,2,2,,,0.255431
group,1,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,3.978404624503801,-2.2860139444079715,2,2,,,0.412795
group,1,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,30.721948465249973,-28.28695414136628,2,2,,,0.280342
group,1,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,86.65078284547312,35.4045025780877,2,2,,,0.832769
group,1,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,6.617900092506938,0.23247106611169466,2,2,43.21919518963922,,0.521273
group,1,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,6.494319076413742,-3.025906521242105,2,2,43.21919518963922,,0.3231
group,1,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,18.102407455444336,-6.154285907745361,2,2,,,0.39809
group,1,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,3.4005748896417205,-2.8638436792700515,2,2,,,0.394727
group,1,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,99.88344988344988,40.87454727683363,2,2,,,0.800721
group,1,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,21.252781486426343,-29.993498780959072,2,2,,,0.204833
group,1,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.483846153846153,-0.9015828725490898,2,2,97.55128205128204,,0.425109
group,1,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,17.816314163295267,8.296088565639419,2,2,97.55128205128204,,1.0
group,1,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,17.448591232299805,-6.808102130889893,2,2,,,0.388533
group,1,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,2.003829503829504,-4.260589065082268,2,2,,,0.351052
group,1,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,31.93018274985488,-27.078719856761374,2,2,,,0.289433
group,1,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,55.682115737103956,4.435835469718537,2,2,,,0.535416
group,1,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,5.77505979560774,-0.6103692307875028,2,2,86.78951946075233,,0.449803
group,1,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,15.073767601034511,5.553542003378664,2,2,86.78951946075233,,0.861013
group,1,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,22.382328033447266,-1.8743648529052734,2,2,,,0.46065
group,1,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,1.6490188621336164,-4.615399706778156,2,2,,,0.339958
group,1,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,74.19154929577465,15.182646689158396,2,2,,,0.607412
group,1,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,33.38549754140787,-17.860782725977547,2,2,,,0.321329
group,1,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.161711711711712,-0.22371731468353184,2,2,91.8253003003003,,0.48259
group,1,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,14.876724815900479,5.3564992182446325,2,2,91.8253003003003,,0.848659
group,1,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,13.041115760803223,-11.215577125549316,2,2,,,0.324109
group,1,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,5.046065868897596,-1.2183527000141763,2,2,,,0.44618
group,1,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,28.98640101201771,-30.022501594598545,2,2,,,0.267284
group,1,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,50.434782608695656,-0.8114976586897598,2,2,,,0.485032
group,1,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,7.518013784461154,1.1325847580659096,2,2,86.57393483709274,,0.5976
group,1,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,11.585176436506256,2.06495083885041,2,2,86.57393483709274,,0.642286
group,1,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,26.96438217163086,2.707688331604004,2,2,,,0.527626
group,1,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,1.5753779815512254,-4.689040587360546,2,2,,,0.337655
baseline,1,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,62.96201539020632,,71,71,,,0.52292
baseline,1,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,48.706496184521924,,71,71,,,0.468437
baseline,1,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.015862547008512,,71,71,51.643065338815084,,0.470222
baseline,1,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.265756329659807,,71,71,51.643065338815084,,0.496863
baseline,1,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,28.670583724975586,,71,71,,,0.552566
baseline,1,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,6.381301745007555,,71,71,,,0.487931
group,1,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,99.69958228905597,36.73756689884967,3,3,,,0.799338
group,1,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,38.46542694164432,-10.241069242877614,3,3,,,0.370105
group,1,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.544800744227467,-1.4710618027810451,3,3,61.83057710095838,,0.345481
group,1,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.581139121722176,4.315382792062369,3,3,61.83057710095838,,0.767429
group,1,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,13.949577331542969,-14.721004486083984,3,3,,,0.337388
group,1,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,18.522505187700432,12.141203442692877,3,3,,,0.867572
group,1,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,32.90936657681941,-30.052648813386895,2,2,,,0.296801
group,1,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,52.31625510402489,3.609758919502955,2,2,,,0.503097
group,1,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.081081081081081,-0.9347814659274305,2,2,67.77702702702703,,0.390956
group,1,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,13.34591057025612,4.080154240596313,2,2,67.77702702702703,,0.75268
group,1,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,19.6356201171875,-9.034961700439453,2,2,,,0.420501
group,1,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,9.608743261455526,3.2274415164479695,2,2,,,0.588849
group,1,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,32.854855202485,-30.107160187721306,2,2,,,0.296391
group,1,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,42.12457490603186,-6.581921278490071,2,2,,,0.405239
group,1,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,6.875174825174826,0.8593122781663136,2,2,38.698076923076925,,0.543089
group,1,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,5.638331616736076,-3.62742471292373,2,2,38.698076923076925,,0.269431
group,1,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,35.326416015625,6.655834197998047,2,2,,,0.649855
group,1,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,1.5319017576353922,-4.849399987372164,2,2,,,0.336296
group,1,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,34.45803140096618,-28.503983989240123,2,2,,,0.308453
group,1,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,11.538461538461538,-37.16803464606039,2,2,,,0.111559
group,1,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,4.213675213675214,-1.802187333333298,2,2,59.26282051282051,,0.317402
group,1,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,14.085351089588379,4.819594759928571,2,2,59.26282051282051,,0.799042
group,1,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,68.40032958984375,39.7297477722168,2,2,,,1.0
group,1,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.0,-6.381301745007556,2,2,,,0.288395
group,1,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,97.88732394366197,34.925308553455665,2,2,,,0.785702
group,1,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,77.8331615665134,29.126665381991465,2,2,,,0.748105
group,1,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,5.331043321379068,-0.6848192256294441,2,2,24.22184880420673,,0.412152
group,1,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,4.550355023830367,-4.71540130582944,2,2,24.22184880420673,,0.201217
group,1,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,16.992080688476562,-11.678500175476074,2,2,,,0.381861
group,1,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,3.626922467100048,-2.754379277907508,2,2,,,0.401805
group,1,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,93.59375,30.631734609793696,2,2,,,0.753397
group,1,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,44.04886301438026,-4.6576331701416755,2,2,,,0.423716
group,1,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,3.691143845949064,-2.3247187010594477,2,2,27.247204720915786,,0.273093
group,1,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.368037912839554,-1.8977184168202523,2,2,27.247204720915786,,0.37788
group,1,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,31.053266525268555,2.3826847076416016,2,2,,,0.587394
group,1,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,5.871710526315789,-0.5095912186917668,2,2,,,0.471996
group,1,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,31.972533455094656,-30.989481935111648,2,2,,,0.289752
group,1,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,39.03085824493732,-9.675637939584615,2,2,,,0.375534
group,1,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,4.422348484848485,-1.5935140621600266,2,2,27.080492424242426,,0.335097
group,1,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,6.236800238639754,-3.0289560910200533,2,2,27.080492424242426,,0.306954
group,1,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,70.33271789550781,41.662139892578125,2,2,,,1.0
group,1,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,0.9374451195953778,-5.443856625412177,2,2,,,0.317708
group,1,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,32.27389306451039,-30.688122325695918,2,2,,,0.292019
group,1,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,76.0202918376653,27.313795653143366,2,2,,,0.730698
group,1,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.0561997762180857,-2.959662770790426,2,2,27.087274946597496,,0.219252
group,1,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.84327195467422,-0.422484374985586,2,2,27.087274946597496,,0.470374
group,1,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,29.102813720703125,0.4322319030761719,2,2,,,0.558884
group,1,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,5.0825823151545375,-1.298719429853018,2,2,,,0.447321
group,1,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,90.53738317757009,27.57536778736379,2,2,,,0.7304
group,1,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,11.513175413784328,-37.1933207707376,2,2,,,0.111316
group,1,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,3.1482517482517482,-2.8676107987567634,2,2,30.952680652680655,,0.227058
group,1,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,9.919434898816341,0.6536785691565354,2,2,30.952680652680655,,0.537847
group,1,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,41.550880432128906,12.88029670715332,2,2,,,0.740838
group,1,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,0.7751393788354775,-5.606162366172079,2,2,,,0.312633
group,1,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,34.948063320277065,-28.01395206992924,2,2,,,0.31214
group,1,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,26.889834881320947,-21.816661303200984,2,2,,,0.258959
group,1,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,3.4179197994987467,-2.597942747509765,2,2,27.904135338345867,,0.249925
group,1,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,8.16508152173913,-1.1006748079206758,2,2,27.904135338345867,,0.427853
group,1,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,52.81853485107422,24.147953033447266,2,2,,,0.905539
group,1,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,0.33112582781456956,-6.050175917192986,2,2,,,0.298749
group,1,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,99.40387524227452,36.44185985206823,2,2,,,0.797113
group,1,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,10.25296267840097,-38.45353350612096,2,2,,,0.099216
group,1,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.8317698561601,-3.1840926908484115,2,2,32.3170731707317,,0.200221
group,1,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,11.510190444370197,2.2444341147103906,2,2,32.3170731707317,,0.637584
group,1,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,49.74359130859375,21.073007583618164,2,2,,,0.860592
group,1,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,5.257860622408309,-1.1234411225992464,2,2,,,0.452802
group,1,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,29.584615384615383,-33.377400005590914,2,2,,,0.271785
group,1,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,23.721002485501245,-24.985493699020687,2,2,,,0.228533
group,1,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.3088235294117645,-2.707039017596747,2,2,35.799019607843135,,0.240674
group,1,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,10.744579945799458,1.4788236161396515,2,2,35.799019607843135,,0.589582
group,1,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,43.583290100097656,14.91270637512207,2,2,,,0.770546
group,1,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,2.7149321266968327,-3.666369618310723,2,2,,,0.373288
group,1,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,31.42113153949341,-31.540883850712895,2,2,,,0.285603
group,1,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,10.802786342354688,-37.903709842167245,2,2,,,0.104495
group,1,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,4.583333333333333,-1.4325292136751784,2,2,61.66666666666667,,0.348748
group,1,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,12.307504873294347,3.04174854363454,2,2,61.66666666666667,,0.687574
group,1,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,89.55998229980469,60.889400482177734,2,2,,,1.0
group,1,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,3.581010246756321,-2.8002914982512346,2,2,,,0.400369
group,1,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,94.69531065593118,31.733295265724877,2,2,,,0.761685
group,1,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,60.71062158319777,12.00412539867584,2,2,,,0.583698
group,1,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.871575894295843,2.855713347287331,2,2,77.53331453432162,,0.712377
group,1,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,8.735411626676058,-0.530344702983748,2,2,77.53331453432162,,0.463611
group,1,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.997981548309326,-21.67259979248047,2,2,,,0.235776
group,1,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,10.628751196033518,4.247449451025962,2,2,,,0.620744
group,1,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,30.86334051580514,-32.09867487440116,2,2,,,0.281406
group,1,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,78.64972014925374,29.9432239647318,2,2,,,0.755945
group,1,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.606171296741325,4.590308749732813,2,2,98.76439488609054,,0.859465
group,1,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.30005216312612,0.03429583346631304,2,2,98.76439488609054,,0.499013
group,1,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,12.741634368896484,-15.928947448730469,2,2,,,0.319731
group,1,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,4.2807693619343175,-2.1005323830732383,2,2,,,0.42225
group,1,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,98.72448979591837,35.76247440571206,2,2,,,0.792001
group,1,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,54.98086849679138,6.274372312269449,2,2,,,0.528682
group,1,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,8.57280021637216,2.5569376693636485,2,2,81.06468626036784,,0.687042
group,1,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,9.594927978885767,0.32917164922596065,2,2,81.06468626036784,,0.517501
group,1,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,8.575477600097656,-20.095104217529297,2,2,,,0.258834
group,1,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,7.3791348600508915,0.9978331150433353,2,2,,,0.519132
group,1,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,99.86842105263158,36.90640566242527,2,2,,,0.800608
group,1,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,13.189046566355273,-35.51744961816666,2,2,,,0.127407
group,1,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.5500733675715335,-1.4657891794369782,2,2,16.97340425531915,,0.345928
group,1,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,3.709955516014235,-5.555800813645572,2,2,16.97340425531915,,0.148526
group,1,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,51.17475128173828,22.50417137145996,2,2,,,0.881511
group,1,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.6544502617801047,-5.726851483227451,2,2,,,0.308859
group,1,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,32.33108108108108,-30.630934309125223,2,2,,,0.29245
group,1,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,39.44193061840121,-9.264565566120723,2,2,,,0.379481
group,1,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,4.592926829268293,-1.4229357177402187,2,2,16.234878048780487,,0.349562
group,1,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,3.5258814529775844,-5.739874876682222,2,2,16.234878048780487,,0.136985
group,1,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,46.406944274902344,17.73636245727539,2,2,,,0.81182
group,1,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.0,-6.381301745007556,2,2,,,0.288395
group,1,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,32.620894160583944,-30.341121229622363,2,2,,,0.29463
group,1,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,76.09348198970841,27.38698580518647,2,2,,,0.731401
group,1,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.081477732793522,0.06561518578501069,2,2,26.040232793522268,,0.475786
group,1,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.2953154973965475,-4.970440832263259,2,2,26.040232793522268,,0.185227
group,1,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,30.415464401245117,1.744882583618164,2,2,,,0.578071
group,1,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,1.51117700729927,-4.870124737708286,2,2,,,0.335648
group,1,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,98.66071428571428,35.69869889550798,2,2,,,0.791521
group,1,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,49.88609075795826,1.1795945734363222,2,2,,,0.479764
group,1,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.200636942675159,0.18477439566664744,2,2,39.69717408839318,,0.48589
group,1,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.400253101305699,-2.865503228354108,2,2,39.69717408839318,,0.317202
group,1,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,12.875053405761719,-15.795528411865234,2,2,,,0.321682
group,1,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,15.45721476510067,9.075913020093115,2,2,,,0.771724
group,1,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,36.86526157523837,-26.096753814967933,2,2,,,0.326565
group,1,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,60.57884231536926,11.872346130847323,2,2,,,0.582433
group,1,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,7.945454545454545,1.9295919984460341,2,2,47.42424242424242,,0.633845
group,1,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,5.9372549019607845,-3.328501427699022,2,2,47.42424242424242,,0.288173
group,1,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,17.603919982910156,-11.066662788391113,2,2,,,0.390804
group,1,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,11.819127570917548,5.437825825909992,2,2,,,0.657965
group,1,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.52461322081575,36.56259783060945,2,2,,,0.798021
group,1,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,47.632963013449654,-1.0735331710722775,2,2,,,0.45813
group,1,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.734174148133034,4.7183116011245225,2,2,74.01651448683941,,0.87032
group,1,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,6.898378087317138,-2.3673782423426695,2,2,74.01651448683941,,0.348433
group,1,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,8.297469139099121,-20.373111724853516,2,2,,,0.254771
group,1,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,14.073136427566807,7.691834682559251,2,2,,,0.728445
group,1,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,32.48001407203426,-30.482001318172046,2,2,,,0.29357
group,1,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,74.88920863309352,26.182712448571593,2,2,,,0.719837
group,1,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,11.019077568134172,5.00321502112566,2,2,79.26415094339623,,0.894479
group,1,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.253417619708976,-2.0123387099508303,2,2,79.26415094339623,,0.370693
group,1,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,14.474346160888672,-14.196235656738281,2,2,,,0.345059
group,1,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,5.098382929166717,-1.2829188158408389,2,2,,,0.447815
group,1,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.6341884991811,36.672173108974796,2,2,,,0.798846
group,1,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,70.5639728717574,21.85747668723547,2,2,,,0.678308
group,1,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,5.246753246753247,-0.7691093002552649,2,2,41.404617604617606,,0.405004
group,1,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,7.804123252293169,-1.4616330773666375,2,2,41.404617604617606,,0.405222
group,1,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,13.017195701599121,-15.653386116027832,2,2,,,0.323759
group,1,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,13.280572604090514,6.899270859082959,2,2,,,0.703663
group,1,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,33.20847362514029,-29.75354176506601,2,2,,,0.299051
group,1,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,94.77585328578706,46.069357101265126,2,2,,,0.910784
group,1,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,8.889282831776779,2.873420284768267,2,2,73.46229678312002,,0.713879
group,1,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.265777984030734,-0.9999783456290725,2,2,73.46229678312002,,0.434166
group,1,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,14.441064834594727,-14.229516983032227,2,2,,,0.344572
group,1,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,11.035353535353535,4.654051790345979,2,2,,,0.633457
group,1,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,100.0,37.037984609793696,2,2,,,0.801598
group,1,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,69.4762005574962,20.769704372974267,2,2,,,0.667863
group,1,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,8.789526857429719,2.7736643104212075,2,2,40.59992469879518,,0.70542
group,1,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,4.559490009928714,-4.7062663197310926,2,2,40.59992469879518,,0.20179
group,1,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,13.074930191040039,-15.595651626586914,2,2,,,0.324603
group,1,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,23.59038142620232,17.209079681194765,2,2,,,1.0
group,1,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,33.57273924643424,-29.389276143772065,2,2,,,0.301792
group,1,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,90.82440148252029,42.117905297998355,2,2,,,0.872843
group,1,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,12.530621684963611,6.5147591379550995,2,2,65.3063710373751,,1.0
group,1,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,5.224069851871649,-4.041686477788158,2,2,65.3063710373751,,0.243458
group,1,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,16.798498153686523,-11.87208366394043,2,2,,,0.379031
group,1,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,17.67598023212617,11.294678487118617,2,2,,,0.841102
group,1,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,99.88452655889145,36.922511168685155,2,2,,,0.800729
group,1,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,16.267399950285856,-32.439096234236075,2,2,,,0.156965
group,1,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.3815359477124183,-3.6343265992960934,2,2,46.364379084967325,,0.162043
group,1,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,19.613215731636785,10.347459401976977,2,2,46.364379084967325,,1.0
group,1,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,28.02738380432129,-0.6431980133056641,2,2,,,0.543164
group,1,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.1402679397161473,-5.2410338052914085,2,2,,,0.32405
group,1,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,33.02330001510772,-29.938715375098578,2,2,,,0.297658
group,1,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,32.796495956873315,-15.910000227648615,2,2,,,0.315673
group,1,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.4685548617305977,-3.547307685277914,2,2,41.13291703835861,,0.169422
group,1,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,16.74688644688645,7.481130117226641,2,2,41.13291703835861,,0.965914
group,1,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,43.14015197753906,14.469572067260742,2,2,,,0.764069
group,1,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,1.32070782141691,-5.060593923590646,2,2,,,0.329692
group,1,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.63470548303454,36.672690092828226,2,2,,,0.798849
group,1,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,68.47909555118353,19.772599366661602,2,2,,,0.658289
group,1,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,6.03693853427896,0.021075987270448238,2,2,36.34840425531915,,0.472009
group,1,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.9914527496013505,-3.2743035800584566,2,2,36.34840425531915,,0.291571
group,1,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,13.089176177978516,-15.581406593322754,2,2,,,0.324812
group,1,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,5.533391201771664,-0.8479105432358915,2,2,,,0.461418
group,1,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,32.14131936095376,-30.820696029252545,2,2,,,0.291022
group,1,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,87.18261057874506,38.47611439422313,2,2,,,0.837876
group,1,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,6.731702898550724,0.7158403515422127,2,2,38.81702898550725,,0.530923
group,1,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.767193778913485,-3.498562550746322,2,2,38.81702898550725,,0.27751
group,1,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,19.79358673095703,-8.876995086669922,2,2,,,0.42281
group,1,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,3.7734371941910987,-2.607864550816457,2,2,,,0.406386
group,1,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,100.0,37.037984609793696,2,2,,,0.801598
group,1,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,26.844822900625054,-21.861673283896877,2,2,,,0.258527
group,1,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.112492419648271,-0.9033701273602399,2,2,83.74122845014296,,0.393619
group,1,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,16.375956780706524,7.110200451046719,2,2,83.74122845014296,,0.942658
group,1,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,16.79302406311035,-11.877557754516602,2,2,,,0.378951
group,1,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,2.332638825980614,-4.048662919026942,2,2,,,0.361334
group,1,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,32.85228894539711,-30.10972644480919,2,2,,,0.296371
group,1,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,61.23848584683655,12.531989662314615,2,2,,,0.588766
group,1,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,5.977777777777778,-0.038084769230733784,2,2,88.18055555555554,,0.466993
group,1,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,14.760908788386145,5.495152458726338,2,2,88.18055555555554,,0.841398
group,1,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,19.976144790649414,-8.694437026977539,2,2,,,0.425479
group,1,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,2.2519977106923705,-4.129304034315185,2,2,,,0.358812
group,1,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,94.63813303099018,31.676117640783872,2,2,,,0.761255
group,1,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,29.852242744063325,-18.854253440458606,2,2,,,0.287403
group,1,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.961578862314156,0.9457163153056447,2,2,83.88005009696187,,0.550416
group,1,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,12.056168563211205,2.7904122335513977,2,2,83.88005009696187,,0.671816
group,1,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,12.168277740478516,-16.502304077148438,2,2,,,0.311351
group,1,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,4.777336860670194,-1.603964884337362,2,2,,,0.437777
group,1,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,28.533535430087156,-34.42847996011915,2,2,,,0.263876
group,1,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,40.935890274933286,-7.7706059095886495,2,2,,,0.393826
group,1,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,6.484020023103581,0.46815747609506975,2,2,84.31786676934925,,0.50992
group,1,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,13.03169904692082,3.765942717261014,2,2,84.31786676934925,,0.73298
group,1,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,28.899324417114258,0.2287425994873047,2,2,,,0.55591
group,1,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,1.8188707843880259,-4.56243096061953,2,2,,,0.345269
baseline,1,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,61.689209206789045,,71,71,,,0.513343
baseline,1,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,55.737391309085496,,71,71,,,0.535946
baseline,1,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,7.003613013873601,,71,71,58.37105949293271,,0.55398
baseline,1,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.116338812981127,,71,71,58.37105949293271,,0.487495
baseline,1,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,21.606046676635742,,71,71,,,0.449303
baseline,1,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,8.652993865618063,,71,71,,,0.558964
group,1,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,98.77264957264958,37.08344036586054,2,2,,,0.792363
group,1,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,48.77785954583683,-6.959531763248652,2,2,,,0.469123
group,1,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,5.356071042931079,-1.6475419709425214,2,2,68.4067468443981,,0.414274
group,1,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,12.77810706649249,3.6617682535113616,2,2,68.4067468443981,,0.71708
group,1,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,7.699915885925293,-13.9061279296875,2,2,,,0.246036
group,1,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,15.207847707847709,6.554853842229646,2,2,,,0.763926
group,1,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,22.856437969924812,-38.832771236864225,2,2,,,0.221161
group,1,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,68.64364364364364,12.906252334558154,2,2,,,0.659869
group,1,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,6.076719576719577,-0.9268934371540238,2,2,85.84656084656085,,0.475383
group,1,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,14.118792018437361,5.002453205456233,2,2,85.84656084656085,,0.801138
group,1,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,19.078998565673828,-2.527045249938965,2,2,,,0.412365
group,1,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,8.050115207373272,-0.6028786582447907,2,2,,,0.540113
group,1,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,32.40277329893583,-29.28643590785321,2,2,,,0.292989
group,1,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,49.06536309414007,-6.672028214945417,2,2,,,0.471883
group,1,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,6.214285714285714,-0.7893272995878862,2,2,38.00402792696026,,0.487048
group,1,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,6.115977443609022,-3.000361369372106,2,2,38.00402792696026,,0.299378
group,1,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,25.423675537109375,3.8176326751708984,2,2,,,0.505106
group,1,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,1.9029345372460496,-6.750059328372013,2,2,,,0.347898
group,1,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,33.91674923437218,-27.772459972416854,2,2,,,0.30438
group,1,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,48.82491186839013,-6.912479440695357,2,2,,,0.469574
group,1,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,5.796900826446281,-1.20671218742732,2,2,64.28946280991735,,0.451655
group,1,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,11.075822418987887,1.9594836060067582,2,2,64.28946280991735,,0.61035
group,1,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,24.525428771972656,2.919386386871338,2,2,,,0.491976
group,1,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,3.629976580796253,-5.02301728482181,2,2,,,0.4019
group,1,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,99.61397282910508,37.92476362231605,2,2,,,0.798693
group,1,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,85.37059787059786,29.63320656151238,2,2,,,0.820477
group,1,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.45631854671541,-2.54729446715819,2,2,24.739588437040666,,0.337978
group,1,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.551696258651392,-3.5646425543297373,2,2,24.739588437040666,,0.263999
group,1,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,16.317665100097656,-5.288376808166504,2,2,,,0.372003
group,1,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,1.5532514323639763,-7.099742433254087,2,2,,,0.336963
group,1,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,98.65011604774536,36.96090684095632,2,2,,,0.791441
group,1,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,44.76880877742947,-10.968582531656018,2,2,,,0.430629
group,1,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.884538818845388,-2.1190741950282126,2,2,36.00044238000442,,0.374289
group,1,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.290384561046594,-1.8259542519345349,2,2,36.00044238000442,,0.373011
group,1,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,18.600536346435547,-3.0055065155029297,2,2,,,0.405371
group,1,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,3.163129973474801,-5.489863892143262,2,2,,,0.387302
group,1,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,30.424234225756365,-31.264974981032672,2,2,,,0.278102
group,1,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,52.19850044478333,-3.538890864302161,2,2,,,0.501967
group,1,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,5.083694083694084,-1.919918930179517,2,2,38.29112554112554,,0.391177
group,1,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,7.451384742792211,-1.6649540701889172,2,2,38.29112554112554,,0.383106
group,1,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,45.67145538330078,24.065414428710938,2,2,,,0.801069
group,1,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,3.0258932155760743,-5.627100650041989,2,2,,,0.383011
group,1,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,31.066786092891682,-30.62242311389735,2,2,,,0.282937
group,1,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,74.84668003302276,19.109288723937276,2,2,,,0.719429
group,1,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.6410869565217387,-3.362526057351862,2,2,34.28695652173913,,0.268849
group,1,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,9.531922170394424,0.41558335741329433,2,2,34.28695652173913,,0.513551
group,1,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,26.497875213623047,4.891831398010254,2,2,,,0.520807
group,1,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,5.714318108379299,-2.9386757572387636,2,2,,,0.467075
group,1,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,99.13676645412298,37.44755724733395,2,2,,,0.795103
group,1,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,14.79610538373425,-40.94128592535124,2,2,,,0.142838
group,1,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,3.125494071146245,-3.8781189427273555,2,2,23.90711462450593,,0.225128
group,1,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,7.649005282679555,-1.4673335303015738,2,2,23.90711462450593,,0.395496
group,1,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,35.13861846923828,13.532574653625488,2,2,,,0.64711
group,1,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,2.7601408552181272,-5.892853010399936,2,2,,,0.374701
group,1,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,34.515268579838114,-27.173940626950923,2,2,,,0.308884
group,1,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,36.568322981366464,-19.169068327719028,2,2,,,0.35189
group,1,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,3.4187019069923053,-3.5849111068812953,2,2,23.901973904315824,,0.249991
group,1,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.010089234312032,-2.1062495786690962,2,2,23.901973904315824,,0.355437
group,1,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,38.21868133544922,16.612638473510742,2,2,,,0.692131
group,1,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,1.6663600686779494,-6.986633796940113,2,2,,,0.3405
group,1,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,99.06538433854348,37.376175131754444,2,2,,,0.794566
group,1,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,9.974610697359513,-45.76278061172597,2,2,,,0.096543
group,1,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.9150717703349285,-4.088541243538673,2,2,39.44976076555024,,0.207285
group,1,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,13.532516891891891,4.416178078910764,2,2,39.44976076555024,,0.76438
group,1,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,49.31372833251953,27.707685470581055,2,2,,,0.854309
group,1,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,3.5385833485595954,-5.1144105170584675,2,2,,,0.399042
group,1,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,31.893114834291303,-29.796094372497734,2,2,,,0.289154
group,1,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,22.384823848238483,-33.35256746084701,2,2,,,0.215703
group,1,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.604166666666667,-3.3994463472069336,2,2,45.72916666666667,,0.265718
group,1,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,12.802969502407704,3.6866306894265755,2,2,45.72916666666667,,0.718639
group,1,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,48.507591247558594,26.901548385620117,2,2,,,0.842525
group,1,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,1.4455179161061515,-7.207475949511911,2,2,,,0.333595
group,1,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,31.999224492916674,-29.689984713872363,2,2,,,0.289953
group,1,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,11.186884895164741,-44.55050641392074,2,2,,,0.108183
group,1,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,4.71875,-2.2848630138736006,2,2,33.739583333333336,,0.360231
group,1,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,8.167516284338713,-0.9488225286424146,2,2,33.739583333333336,,0.428006
group,1,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,67.53204345703125,45.926002502441406,2,2,,,1.0
group,1,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,2.475615217415049,-6.177378648203014,2,2,,,0.365805
group,1,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.3992162409028,37.71000703411376,2,2,,,0.797078
group,1,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,69.11129667183585,13.373905362750364,2,2,,,0.664359
group,1,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,9.696981701565743,2.693368687692142,2,2,92.9368986983588,,0.782369
group,1,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.605888925790204,0.48955011280907446,2,2,92.9368986983588,,0.518189
group,1,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,4.584171772003174,-17.02187156677246,2,2,,,0.200493
group,1,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,10.95023424379033,2.2972403781722663,2,2,,,0.630796
group,1,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,29.932189868368567,-31.75701933842047,2,2,,,0.2744
group,1,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,86.94029850746269,31.202907198377197,2,2,,,0.835549
group,1,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,11.076680672268907,4.073067658395307,2,2,97.65047268907563,,0.899363
group,1,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,8.828150724094758,-0.28818808888637015,2,2,97.65047268907563,,0.469426
group,1,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,9.433626174926758,-12.172416687011719,2,2,,,0.271378
group,1,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,8.258875149581172,-0.39411871603688997,2,2,,,0.54664
group,1,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,97.3631036573045,35.67389445051547,2,2,,,0.781758
group,1,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,60.49818152751689,4.760790218431399,2,2,,,0.581658
group,1,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,9.503454070201643,2.499841056328042,2,2,98.31168782673637,,0.765959
group,1,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.625646412464304,1.5093075994831757,2,2,98.31168782673637,,0.582125
group,1,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,7.281219482421875,-14.324823379516602,2,2,,,0.239916
group,1,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,12.707845212002116,4.054851346384054,2,2,,,0.685754
group,1,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,99.08232118758434,37.39311198079531,2,2,,,0.794693
group,1,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,12.58677810923388,-43.150613199851605,2,2,,,0.121625
group,1,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,6.25531914893617,-0.7482938649374304,2,2,31.95744680851064,,0.490527
group,1,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,5.108843537414966,-4.007495275566162,2,2,31.95744680851064,,0.236233
group,1,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,24.49750328063965,2.891460418701172,2,2,,,0.491568
group,1,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,1.304155614500442,-7.348838251117622,2,2,,,0.329174
group,1,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,30.94017094017094,-30.749038266618097,2,2,,,0.281984
group,1,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,52.20135467980296,-3.536036629282531,2,2,,,0.501994
group,1,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,5.838252483927528,-1.165360529946073,2,2,26.32875511396844,,0.455161
group,1,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.527318295739349,-4.58902051724178,2,2,26.32875511396844,,0.199773
group,1,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,22.43144416809082,0.8254013061523438,2,2,,,0.461368
group,1,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.9471706454465074,-7.705823220171556,2,2,,,0.318012
group,1,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,31.240009590792837,-30.449199615996196,2,2,,,0.28424
group,1,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,72.41789819376027,16.68050688467477,2,2,,,0.696108
group,1,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,7.493464052287582,0.48985103841398114,2,2,31.52238562091503,,0.595518
group,1,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.229662004662004,-4.886676808319124,2,2,31.52238562091503,,0.18111
group,1,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,31.883136749267578,10.277092933654785,2,2,,,0.599524
group,1,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.8240089514066496,-7.828984914211413,2,2,,,0.314161
group,1,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.53356790686561,37.84435870007658,2,2,,,0.798088
group,1,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,60.327486982734996,4.5900956736495075,2,2,,,0.580019
group,1,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.519717668488161,-0.4838953453854402,2,2,43.09448998178507,,0.512947
group,1,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.586633380651688,-2.5297054323294406,2,2,43.09448998178507,,0.328887
group,1,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,9.120109558105469,-12.485933303833008,2,2,,,0.266795
group,1,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,23.258074325058104,14.605080459440039,2,2,,,1.0
group,1,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,31.318144221370027,-30.37106498541901,2,2,,,0.284828
group,1,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,80.71111111111111,24.97371980202562,2,2,,,0.775738
group,1,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,8.453339517625231,1.4497265037516316,2,2,54.65723562152134,,0.676912
group,1,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.476813847294678,-2.6395249656864506,2,2,54.65723562152134,,0.322002
group,1,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,11.128416061401367,-10.47762680053711,2,2,,,0.296151
group,1,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,12.666365892172344,4.013372026554281,2,2,,,0.684457
group,1,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.63888888888889,37.94967968209985,2,2,,,0.798881
group,1,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,60.65181139550761,4.9144200864221155,2,2,,,0.583133
group,1,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,11.34571549176868,4.342102477895078,2,2,79.2498944702406,,0.922176
group,1,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,6.983168596441683,-2.1331702165394453,2,2,79.2498944702406,,0.353749
group,1,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,5.950547218322754,-15.655495643615723,2,2,,,0.220466
group,1,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,12.166666666666666,3.513672801048603,2,2,,,0.668832
group,1,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,31.199700542766237,-30.4895086640228,2,2,,,0.283937
group,1,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,71.61764705882354,15.88025574973804,2,2,,,0.688425
group,1,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,13.03380925185608,6.030196237982481,2,2,92.56453455168474,,1.0
group,1,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.124387749147912,-1.9919510638332167,2,2,92.56453455168474,,0.362604
group,1,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,13.686508178710938,-7.919534206390381,2,2,,,0.333543
group,1,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,5.233345443736169,-3.4196484218818943,2,2,,,0.452036
group,1,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.64414264788364,37.9549334410946,2,2,,,0.79892
group,1,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,84.34840075465075,28.611009445565273,2,2,,,0.810662
group,1,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,7.849514186378593,0.8459011725049921,2,2,66.01813652449246,,0.62571
group,1,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.414201355158376,-0.7021374578227526,2,2,66.01813652449246,,0.443472
group,1,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,4.814333915710449,-16.791709899902344,2,2,,,0.203858
group,1,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,31.79491507887672,23.141921213258655,2,2,,,1.0
group,1,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,31.843969621401044,-29.845239585387993,2,2,,,0.288785
group,1,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,90.95195330040413,35.21456199131864,2,2,,,0.874068
group,1,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,11.581951927061748,4.578338913188149,2,2,99.76371045724548,,0.942208
group,1,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.614734736126561,-0.5016040768545684,2,2,99.76371045724548,,0.456045
group,1,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,12.444311141967773,-9.161731719970703,2,2,,,0.315385
group,1,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,14.842439356155067,6.189445490537004,2,2,,,0.752501
group,1,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,99.76326233998546,38.07405313319643,2,2,,,0.799817
group,1,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,87.01304172002426,31.27565041093878,2,2,,,0.836248
group,1,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,11.313056790788902,4.309443776915302,2,2,58.70975010855081,,0.919407
group,1,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,5.191113000005265,-3.9252258129758633,2,2,58.70975010855081,,0.241391
group,1,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,6.672595977783203,-14.933446884155273,2,2,,,0.23102
group,1,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,53.59103359606462,44.938039730446555,2,2,,,1.0
group,1,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,31.9638849853323,-29.72532422145674,3,3,,,0.289687
group,1,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,96.6639601938197,40.926568884734216,3,3,,,0.928913
group,1,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,15.951463759337775,8.947850745464175,3,3,77.28777003836058,,1.0
group,1,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,4.855286432285122,-4.261052380696007,3,3,77.28777003836058,,0.220336
group,1,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,11.526326179504395,-10.079715728759766,3,3,,,0.301967
group,1,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,22.929071893148947,14.276078027530886,3,3,,,1.0
group,1,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,100.0,38.31079079321096,2,2,,,0.801598
group,1,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,14.90751220860102,-40.82987910048447,2,2,,,0.143908
group,1,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,1.9139676113360324,-5.089645402537569,2,2,35.08097165991903,,0.122395
group,1,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,18.363623751387347,9.247284938406219,2,2,35.08097165991903,,1.0
group,1,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,30.72900390625,9.12296199798584,2,2,,,0.582654
group,1,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,0.6987730289552414,-7.954220836662822,2,2,,,0.310245
group,1,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,34.31727176647464,-27.371937440314397,2,2,,,0.307394
group,1,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,39.69298245614035,-16.04440885294514,2,2,,,0.381892
group,1,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.6299019607843137,-4.373711053089287,2,2,39.80392156862745,,0.183104
group,1,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,15.093403141361257,5.977064328380128,2,2,39.80392156862745,,0.862244
group,1,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,33.27992630004883,11.673884391784668,2,2,,,0.619941
group,1,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.9846827133479212,-7.6683111522701415,2,2,,,0.319185
group,1,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.03835902053001,37.34914981374098,2,2,,,0.794362
group,1,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,73.47488435571337,17.737493046627883,2,2,,,0.706257
group,1,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,5.6889724762376686,-1.314640537635932,2,2,31.102459570250915,,0.442503
group,1,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.486151575077292,-3.630187237903837,2,2,31.102459570250915,,0.25989
group,1,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,9.865371704101562,-11.740671157836914,2,2,,,0.277689
group,1,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,5.349112076352569,-3.303881789265494,2,2,,,0.455655
group,1,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,30.69541375872383,-30.993795448065207,2,2,,,0.280143
group,1,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,75.0,19.26260869091451,2,2,,,0.720901
group,1,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,7.735472431937772,0.7318594180641713,2,2,33.82035003431709,,0.616039
group,1,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,4.375600541830712,-4.740738271150416,2,2,33.82035003431709,,0.19026
group,1,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,29.204553604125977,7.5985107421875,2,2,,,0.560371
group,1,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,4.996320562123154,-3.6566733034949084,2,2,,,0.444624
group,1,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,98.99686243316098,37.30765322637195,2,2,,,0.79405
group,1,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,23.2207276850134,-32.51666362407209,2,2,,,0.223729
group,1,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.021627565982405,-1.981985447891196,2,2,80.11577468230695,,0.385914
group,1,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,15.930373605046094,6.814034792064966,2,2,80.11577468230695,,0.914721
group,1,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,18.061403274536133,-3.5446395874023438,2,2,,,0.397491
group,1,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,4.270752447870305,-4.382241417747758,2,2,,,0.421936
group,1,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,29.446516339192193,-32.242692867596844,2,2,,,0.270746
group,1,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,62.548954530368405,6.811563221282913,2,2,,,0.601349
group,1,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.4956445993031355,-0.507968414570465,2,2,102.102787456446,,0.510906
group,1,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,15.72478669648774,6.608447883506612,2,2,102.102787456446,,0.901831
group,1,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,19.032440185546875,-2.573601722717285,2,2,,,0.411685
group,1,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,4.852228728074331,-3.8007651375437326,2,2,,,0.440118
group,1,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,95.8217286914766,34.132519484687556,2,2,,,0.77016
group,1,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,41.19117973928847,-14.54621156979702,2,2,,,0.396277
group,1,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,7.173800968598656,0.17018795472505577,2,2,97.86832135603811,,0.568411
group,1,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,13.815135979216183,4.698797166235056,2,2,97.86832135603811,,0.7821
group,1,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,7.247495651245117,-14.35854721069336,2,2,,,0.239423
group,1,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,7.012905162064826,-1.6400887035532365,2,2,,,0.50768
group,1,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,28.492781728075848,-33.19642747871319,2,2,,,0.26357
group,1,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,46.86083711010397,-8.87655419898152,2,2,,,0.450716
group,1,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,8.788621794871794,1.7850087809981936,2,2,106.98846153846154,,0.705343
group,1,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,12.165276480962756,3.048937667981628,2,2,106.98846153846154,,0.678657
group,1,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,15.850727081298828,-5.755315780639648,2,2,,,0.365177
group,1,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,1.9440853264382678,-6.708908539179795,2,2,,,0.349184
baseline,1,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,60.58046907232876,,71,71,,,0.505001
baseline,1,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,46.70594806499873,,71,71,,,0.449229
baseline,1,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,5.706978011845846,,71,71,50.03558921926679,,0.44403
baseline,1,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.207121737406922,,71,71,50.03558921926679,,0.493187
baseline,1,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,28.855722427368164,,71,71,,,0.555272
baseline,1,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,4.395756222252049,,71,71,,,0.425845
group,1,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,79.88610994348699,19.305640871158236,3,3,,,0.650259
group,1,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,38.58095784491878,-8.12499022007995,3,3,,,0.371214
group,1,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.673373229742657,-1.0336047821031908,3,3,72.5102760959847,,0.356383
group,1,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,15.441154370949818,6.2340326335428955,3,3,72.5102760959847,,0.884048
group,1,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,10.665736198425293,-18.189987182617188,3,3,,,0.289388
group,1,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,6.118410518454041,1.7226542962019906,3,3,,,0.47971
group,1,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,29.689270461082543,-30.891198611246217,2,2,,,0.272572
group,1,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,51.20402441035792,4.498076345359184,2,2,,,0.492418
group,1,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.516885964912281,-0.1900920469335663,2,2,75.02368421052631,,0.42791
group,1,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,13.598128080237483,4.391006342830562,2,2,75.02368421052631,,0.768494
group,1,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,23.24298095703125,-5.6127424240112305,2,2,,,0.47323
group,1,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,4.076963305151224,-0.31879291710082525,2,2,,,0.415877
group,1,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,31.59633027522936,-28.9841387970994,2,2,,,0.286921
group,1,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,39.88970588235294,-6.816242182645787,2,2,,,0.383781
group,1,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,4.8962121212121215,-0.8107658906337263,2,2,33.10037878787879,,0.375279
group,1,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,7.028434940855323,-2.1786867965515992,2,2,33.10037878787879,,0.356588
group,1,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,32.29571533203125,3.4399919509887695,2,2,,,0.605555
group,1,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,0.8440366972477065,-3.5517195250043434,2,2,,,0.314787
group,1,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,31.829294217687078,-28.751174854641683,2,2,,,0.288674
group,1,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,11.986506746626688,-34.71944131837204,2,2,,,0.115861
group,1,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,4.869047619047619,-0.8379303927982282,2,2,64.12698412698413,,0.372976
group,1,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,13.081824279007378,3.8747025416004552,2,2,64.12698412698413,,0.736123
group,1,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,54.388084411621094,25.532363891601562,2,2,,,0.928481
group,1,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.0,-4.39575622225205,2,2,,,0.288395
group,1,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,99.63684210526316,39.056373032934395,2,2,,,0.798865
group,1,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,77.47797181664917,30.772023751650444,2,2,,,0.744694
group,1,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.206697254232465,-1.5002807576133819,2,2,22.09169156352255,,0.316811
group,1,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.2502154348919055,-3.9569063025150166,2,2,22.09169156352255,,0.245097
group,1,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,16.830049514770508,-12.025672912597656,2,2,,,0.379492
group,1,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,3.0736842105263156,-1.3220720117257345,2,2,,,0.384506
group,1,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,96.64782579698546,36.0673567246567,2,2,,,0.776376
group,1,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,39.01344490801635,-7.692503156982374,2,2,,,0.375367
group,1,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.280174627632254,-1.4268033842135925,2,2,33.2529960623181,,0.323041
group,1,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.780888583533723,-1.4262331538731994,2,2,33.2529960623181,,0.403765
group,1,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,22.59121322631836,-6.264510154724121,2,2,,,0.463704
group,1,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,2.3867880485527544,-2.008968173699296,2,2,,,0.363027
group,1,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,27.254660087719298,-33.325808984609466,2,2,,,0.254254
group,1,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,57.82996894409938,11.124020879100648,2,2,,,0.556039
group,1,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,3.716584766584767,-1.9903932452610804,2,2,34.02223587223587,,0.275251
group,1,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,8.592638000706186,-0.6144837367007354,2,2,34.02223587223587,,0.45466
group,1,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,53.47860336303711,24.622880935668945,2,2,,,0.915187
group,1,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,1.1887986295313882,-3.206957592720662,2,2,,,0.325567
group,1,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,30.63568663779793,-29.94478243453083,2,2,,,0.279693
group,1,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,71.79752066115702,25.0915725961583,2,2,,,0.690152
group,1,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,2.588262195121951,-3.1187158167238964,2,2,20.87576219512195,,0.179573
group,1,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.071518264840183,-1.1356034725667392,2,2,20.87576219512195,,0.421987
group,1,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,34.919342041015625,6.063617706298828,2,2,,,0.643905
group,1,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,4.064602767664146,-0.33115345458790424,2,2,,,0.41549
group,1,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,98.90632500092309,38.32585592859432,2,2,,,0.793369
group,1,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,13.068850973878906,-33.63709709111982,2,2,,,0.126253
group,1,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.3526340768865683,-3.354343934959279,2,2,19.705742762221167,,0.159592
group,1,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.344184027777779,-0.8629377096291444,2,2,19.705742762221167,,0.439082
group,1,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,46.665626525878906,17.809904098510742,2,2,,,0.815601
group,1,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,0.13477088948787064,-4.26098533276418,2,2,,,0.292609
group,1,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,30.750528541226217,-29.829940531102544,2,2,,,0.280557
group,1,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,27.721394663611065,-18.984553401387664,2,2,,,0.266943
group,1,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,3.0466165413533837,-2.6603614704924636,2,2,21.66766917293233,,0.21844
group,1,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.1139705882352935,-2.093151149171628,2,2,21.66766917293233,,0.36195
group,1,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,55.16607666015625,26.310352325439453,2,2,,,0.939853
group,1,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,0.0,-4.39575622225205,2,2,,,0.288395
group,1,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,99.63482867894632,39.05435960661757,2,2,,,0.79885
group,1,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,9.583515181744499,-37.122432883254234,2,2,,,0.092788
group,1,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.796875,-2.9101030118458473,2,2,29.068216463414632,,0.197262
group,1,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.337937114310902,1.1308153769039802,2,2,29.068216463414632,,0.564086
group,1,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,45.4903564453125,16.63463592529297,2,2,,,0.798422
group,1,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,3.715463458110517,-0.6802927641415333,2,2,,,0.404573
group,1,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,28.47954586232332,-32.10092321000544,2,2,,,0.26347
group,1,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,15.5949741315595,-31.110973933439233,2,2,,,0.150508
group,1,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.709030100334448,-1.9979479115113992,2,2,39.88294314381271,,0.27461
group,1,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,10.439908722109532,1.232786984702611,2,2,39.88294314381271,,0.57048
group,1,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,68.04209899902344,39.18637466430664,2,2,,,1.0
group,1,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,2.415318230852211,-1.9804379913998387,2,2,,,0.363919
group,1,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,32.33161471333054,-28.248854358998223,2,2,,,0.292454
group,1,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,22.357226107226108,-24.34872195777262,2,2,,,0.215438
group,1,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,3.96,-1.7469780118458473,2,2,37.46666666666667,,0.295892
group,1,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,9.564795197740112,0.35767346033319036,2,2,37.46666666666667,,0.515612
group,1,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,60.87797927856445,32.02225875854492,2,2,,,1.0
group,1,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,4.502116392476938,0.1063601702248882,2,2,,,0.429171
group,1,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.6250651460805,39.04459607375174,2,2,,,0.798777
group,1,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,65.30974708724068,18.603799022241958,2,2,,,0.627858
group,1,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,9.203109489051094,3.496131477205248,2,2,89.92824817518249,,0.74049
group,1,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.785974045048297,0.578852307641375,2,2,89.92824817518249,,0.52948
group,1,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,5.075806617736816,-23.77991485595703,2,2,,,0.207679
group,1,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,6.548330727490113,2.1525745052380625,2,2,,,0.493154
group,1,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,30.271412005080343,-30.309057067248418,2,2,,,0.276952
group,1,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,81.23490338164251,34.52895531664378,2,2,,,0.780767
group,1,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.565416200074655,4.858438188228807,2,2,96.87056737588654,,0.856009
group,1,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.134963001804259,-0.07215873560266317,2,2,96.87056737588654,,0.488662
group,1,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,9.986330032348633,-18.86939239501953,2,2,,,0.279457
group,1,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,3.0932133193439726,-1.3025429029080775,2,2,,,0.385116
group,1,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,99.6572635170276,39.07679444469884,2,2,,,0.799019
group,1,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,42.35965647255969,-4.346291592439034,2,2,,,0.407497
group,1,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,6.1373881240522135,0.4304101122063666,2,2,59.363712051381164,,0.480527
group,1,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,9.673723815944662,0.4666020785377407,2,2,59.363712051381164,,0.522442
group,1,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,11.78618335723877,-17.069538116455078,2,2,,,0.305766
group,1,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,3.3074850735401196,-1.0882711487119308,2,2,,,0.391816
group,1,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,99.8917748917749,39.31130581944613,2,2,,,0.800784
group,1,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,9.12624904850114,-37.579699016497585,2,2,,,0.088397
group,1,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.428571428571429,-1.278406583274419,2,2,20.890642303433,,0.335625
group,1,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.702177382580939,-4.504944354825983,2,2,20.890642303433,,0.210736
group,1,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,50.70687484741211,21.851152420043945,2,2,,,0.874672
group,1,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.0,-4.39575622225205,2,2,,,0.288395
group,1,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,30.49870389049773,-30.08176518183103,2,2,,,0.278663
group,1,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,37.37173507462687,-9.334212990371864,2,2,,,0.359604
group,1,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,3.9980392156862745,-1.7089387961595728,2,2,15.11045751633987,,0.299117
group,1,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,3.788794538794539,-5.418327198612383,2,2,15.11045751633987,,0.153469
group,1,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,48.5848503112793,19.729127883911133,2,2,,,0.843655
group,1,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.0,-4.39575622225205,2,2,,,0.288395
group,1,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,32.34042553191489,-28.24004354041387,2,2,,,0.29252
group,1,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,58.8912938912939,12.185345826295165,2,2,,,0.566229
group,1,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,5.5360632183908045,-0.1709147934550428,2,2,21.764295977011493,,0.429537
group,1,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,3.929835680751174,-5.277286056655748,2,2,21.764295977011493,,0.162312
group,1,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,42.9758186340332,14.120096206665039,2,2,,,0.761667
group,1,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.5673758865248227,-3.8283803357272275,2,2,,,0.306136
group,1,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.63680387409201,39.05633480176325,2,2,,,0.798865
group,1,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,52.256097560975604,5.5501494959768785,2,2,,,0.50252
group,1,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,5.546044567025654,-0.16093344482019312,2,2,32.857532177567634,,0.430383
group,1,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,5.924630017756301,-3.282491719650621,2,2,32.857532177567634,,0.287381
group,1,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,12.476025581359863,-16.379695892333984,2,2,,,0.315849
group,1,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,13.712671509281677,9.316915287029627,2,2,,,0.717174
group,1,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,33.45517663875842,-27.12529243357034,2,2,,,0.300907
group,1,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,68.29770594369134,21.591757878692615,2,2,,,0.656547
group,1,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,6.490329265484688,0.7833512536388407,2,2,41.47939212525904,,0.510455
group,1,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.421243297240817,-2.785878440166105,2,2,41.47939212525904,,0.318518
group,1,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,23.326274871826172,-5.529446601867676,2,2,,,0.474448
group,1,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,9.171796143411418,4.776039921159368,2,2,,,0.575186
group,1,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.68080521486164,39.100336142532875,2,2,,,0.799196
group,1,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,47.23103267548616,0.5250846104874292,2,2,,,0.45427
group,1,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,8.823717948717949,3.1167399368721016,2,2,66.98530982905983,,0.708319
group,1,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.6154146405795995,-1.591707096827323,2,2,66.98530982905983,,0.39339
group,1,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,8.947501182556152,-19.908222198486328,2,2,,,0.264272
group,1,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,9.951155565931007,5.555399343678957,2,2,,,0.599556
group,1,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,30.768771874005726,-29.811697198323035,2,2,,,0.280695
group,1,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,65.63025210084034,18.924304035841605,2,2,,,0.630935
group,1,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,11.292010502625656,5.585032490779809,2,2,83.87790697674419,,0.917622
group,1,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.438166289268812,-1.7689554481381098,2,2,83.87790697674419,,0.382277
group,1,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,18.05827522277832,-10.797447204589844,2,2,,,0.397445
group,1,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,4.349447184218899,-0.046309038033150784,2,2,,,0.424397
group,1,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,84.6987951807229,24.11832610839413,2,2,,,0.68647
group,1,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,55.10314039408867,8.39719232908994,2,2,,,0.529856
group,1,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,6.161898395721925,0.454920383876078,2,2,51.95395127748069,,0.482605
group,1,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.43790891384918,-0.7692128235577425,2,2,51.95395127748069,,0.444959
group,1,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,12.506790161132812,-16.34893226623535,2,2,,,0.316299
group,1,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,9.944581280788178,5.548825058536128,2,2,,,0.59935
group,1,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,26.092844545225496,-34.487624527103264,2,2,,,0.245512
group,1,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,80.28397405473817,33.578025989739444,2,2,,,0.771637
group,1,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,8.736153846153845,3.0291758343079986,2,2,80.52371794871794,,0.700894
group,1,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,9.237864572534384,0.030742835127461454,2,2,80.52371794871794,,0.495114
group,1,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,18.86458969116211,-9.991133689880371,2,2,,,0.409231
group,1,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,8.01310876733982,3.6173525450877695,2,2,,,0.538955
group,1,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,100.0,39.41953092767124,2,2,,,0.801598
group,1,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,60.795245961820854,14.089297896822124,2,2,,,0.584511
group,1,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,7.587061952440552,1.8800839405947039,2,2,31.79793491864831,,0.603455
group,1,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,4.187113532864203,-5.0200082045427195,2,2,31.79793491864831,,0.178443
group,1,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,13.653404235839844,-15.20231819152832,2,2,,,0.333059
group,1,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,15.742015418502202,11.346259196250152,2,2,,,0.780629
group,1,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,26.630092897374002,-33.950376174954755,2,2,,,0.249555
group,1,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,96.62764771460424,49.92169964960551,2,2,,,0.928565
group,1,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,13.79175210754158,8.084774095695733,2,2,73.47763347763347,,1.0
group,1,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,5.2908426810524585,-3.916279056354464,2,2,73.47763347763347,,0.247644
group,1,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,13.820642471313477,-15.035079956054688,2,2,,,0.335503
group,1,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,20.787731751879477,16.391975529627423,2,2,,,0.938403
group,1,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,99.66442953020135,39.083960457872585,2,2,,,0.799073
group,1,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,9.630027517056806,-37.07592054794192,2,2,,,0.093234
group,1,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.1650641025641026,-3.5419139092817447,2,2,41.72275641025641,,0.143687
group,1,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,19.224218933521257,10.017097196114337,2,2,41.72275641025641,,1.0
group,1,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,39.0206298828125,10.164907455444336,2,2,,,0.703854
group,1,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.1796448662866341,-3.216111355965416,2,2,,,0.325281
group,1,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,29.946751604746158,-30.633717467582603,2,2,,,0.27451
group,1,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,27.206779661016952,-19.499168403981777,2,2,,,0.262002
group,1,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.271260997067449,-3.4357170147783984,2,2,32.33626588465298,,0.152692
group,1,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,14.159992372234935,4.952870634828013,2,2,32.33626588465298,,0.803721
group,1,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,52.116580963134766,23.2608585357666,2,2,,,0.895278
group,1,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.3756564870647734,-4.0200997351872765,2,2,,,0.300141
group,1,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.88372093023256,39.303251857903795,2,2,,,0.800723
group,1,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,70.16553266553267,23.459584600533937,2,2,,,0.674482
group,1,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,5.573423452488493,-0.13355455935735394,2,2,29.980180238310318,,0.432705
group,1,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.376987812816875,-3.8301339245900476,2,2,29.980180238310318,,0.253045
group,1,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,13.201303482055664,-15.6544189453125,2,2,,,0.32645
group,1,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,3.095537397862979,-1.3002188243890709,2,2,,,0.385189
group,1,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,31.241363797037177,-29.339105275291583,2,2,,,0.28425
group,1,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,75.72463768115944,29.0186896161607,2,2,,,0.727859
group,1,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,6.65196803788103,0.9449900260351827,2,2,33.75258952352767,,0.524162
group,1,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.068493610395189,-4.138628127011733,2,2,33.75258952352767,,0.233703
group,1,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,21.255023956298828,-7.600699424743652,2,2,,,0.444172
group,1,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,2.205512173698812,-2.190244048553238,2,2,,,0.357359
group,1,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,99.75338150148397,39.172912429155204,2,2,,,0.799742
group,1,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,16.81915972960749,-29.886788335391238,2,2,,,0.162263
group,1,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,4.941756272401434,-0.7652217394444136,2,2,73.98857526881721,,0.379141
group,1,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,15.020220588235293,5.813098850828371,2,2,73.98857526881721,,0.857656
group,1,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,21.987323760986328,-6.8683977127075195,2,2,,,0.454876
group,1,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,1.3586824307886927,-3.0370737914633574,2,2,,,0.330879
group,1,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,31.33800621110266,-29.2424628612261,2,2,,,0.284978
group,1,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,59.33769367538736,12.631745610388627,2,2,,,0.570516
group,1,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.001948051948052,0.29497004010220484,2,2,85.52272727272728,,0.469042
group,1,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,14.24795219205605,5.040830454649129,2,2,85.52272727272728,,0.809236
group,1,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,18.60787582397461,-10.247847557067871,2,2,,,0.405479
group,1,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,2.0020828396462913,-2.393673382605759,2,2,,,0.350998
group,1,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,81.76579916159899,21.18533008927023,2,2,,,0.664402
group,1,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,39.16157372039725,-7.544374344601479,2,2,,,0.376789
group,1,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,5.867873808074661,0.16089579622881311,2,2,85.30675593426659,,0.457673
group,1,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,14.687714394236135,5.480592656829212,2,2,85.30675593426659,,0.836809
group,1,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,10.629205703735352,-18.226516723632812,2,2,,,0.288854
group,1,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,3.0404914747146132,-1.3552647475374369,2,2,,,0.383468
group,1,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,26.543346830107048,-34.03712224222171,2,2,,,0.248902
group,1,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,44.1005291005291,-2.605418964469628,2,2,,,0.424212
group,1,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,7.877788324632178,2.170810312786331,2,2,87.7218794494542,,0.628107
group,1,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,11.13241457370981,1.925292836302888,2,2,87.7218794494542,,0.613899
group,1,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,26.804187774658203,-2.051534652709961,2,2,,,0.525285
group,1,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,2.022667184351138,-2.373089037900912,2,2,,,0.351641
baseline,1,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,61.66448577999663,,70,70,,,0.513157
baseline,1,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,48.94568899699209,,70,70,,,0.470734
baseline,1,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,5.746672137935921,,70,70,49.731125426677934,,0.447396
baseline,1,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.219929039396714,,70,70,49.731125426677934,,0.49399
baseline,1,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,28.794036865234375,,70,70,,,0.554371
baseline,1,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,6.254773397947632,,70,70,,,0.483974
group,1,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,93.04556354916068,31.381077769164023,2,2,,,0.749272
group,1,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,40.158511804191974,-8.787177192800115,2,2,,,0.386362
group,1,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.4207430003268335,-1.3259291376090885,2,2,62.74218324436213,,0.334961
group,1,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,14.200646586773292,4.980717547376581,2,2,62.74218324436213,,0.80627
group,1,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,13.099992752075195,-15.69404411315918,2,2,,,0.32497
group,1,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,12.862154307252169,6.607380909304537,2,2,,,0.690579
group,1,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,29.412076679780917,-32.25240910021573,2,2,,,0.270487
group,1,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,51.3768115942029,2.431122597210809,2,2,,,0.494077
group,1,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.08217644424541,-0.6644956936905118,2,2,69.39263322884013,,0.391048
group,1,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,13.657555921623027,4.437626882226317,2,2,69.39263322884013,,0.77222
group,1,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,25.758243560791016,-3.035794258117676,2,2,,,0.509996
group,1,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,6.153330633341048,-0.10144276460658519,2,2,,,0.480802
group,1,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,32.08663366336634,-29.577852116630307,2,2,,,0.29061
group,1,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,32.91847041847041,-16.027218578521676,2,2,,,0.316845
group,1,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.468240093240094,-0.27843204469582794,2,2,33.63024475524475,,0.423785
group,1,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,6.1211861100273115,-3.098742929369399,2,2,33.63024475524475,,0.299705
group,1,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,38.796966552734375,10.002931594848633,2,2,,,0.700584
group,1,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,0.6225247524752475,-5.632248645472385,2,2,,,0.307861
group,1,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,32.973898779369904,-28.690587000626742,2,2,,,0.297286
group,1,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,10.095679621227067,-38.850009375765026,2,2,,,0.097706
group,1,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,5.482352941176471,-0.2643191967594509,2,2,78.90882352941176,,0.424982
group,1,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,14.28484667463162,5.06491763523491,2,2,78.90882352941176,,0.81155
group,1,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,62.97474670410156,34.18070983886719,2,2,,,1.0
group,1,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.1182033096926714,-6.136570088254961,2,2,,,0.292091
group,1,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,99.59594148859888,37.931455708602236,2,2,,,0.798558
group,1,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,74.07308345682583,25.12739445983373,2,2,,,0.712001
group,1,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.250735451433462,-1.4959366865024597,2,2,18.935801775780917,,0.320545
group,1,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,4.453146626441639,-4.766782412955071,2,2,18.935801775780917,,0.195122
group,1,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,23.17135238647461,-5.622683525085449,2,2,,,0.472183
group,1,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,4.956976910942206,-1.2977964870054262,2,2,,,0.443394
group,1,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,95.28142467177955,33.6169388917829,2,2,,,0.766095
group,1,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,28.73755475906014,-20.20813423793195,2,2,,,0.2767
group,1,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,3.5215288818229995,-2.225143256112922,2,2,38.30862480127186,,0.258711
group,1,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,10.919629649480115,1.6997006100834051,2,2,38.30862480127186,,0.600557
group,1,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,28.621129989624023,-0.17290687561035156,2,2,,,0.551843
group,1,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,4.1278507156578135,-2.126922682289819,2,2,,,0.417468
group,1,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,31.246459592145015,-30.41802618785163,2,2,,,0.284289
group,1,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,61.84486373165618,12.899174734664093,2,2,,,0.594589
group,1,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,3.9386959603118354,-1.807976177624086,2,2,25.31207181667848,,0.294085
group,1,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,6.209291088562159,-3.010637950834551,2,2,25.31207181667848,,0.305229
group,1,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,53.17638397216797,24.382347106933594,2,2,,,0.910769
group,1,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,2.526277693856999,-3.7284957040906335,2,2,,,0.367389
group,1,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,31.24904835070526,-30.415437429291387,2,2,,,0.284308
group,1,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,70.34685771031351,21.401168713321425,2,2,,,0.676223
group,1,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,2.637046861184792,-3.1096252767511294,2,2,21.932802829354554,,0.183709
group,1,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.290828452593159,-0.929100586803552,2,2,21.932802829354554,,0.435737
group,1,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,36.92560577392578,8.131570816040039,2,2,,,0.67323
group,1,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,4.9267749124482645,-1.3279984854993678,2,2,,,0.442449
group,1,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,96.38101434457974,34.716528564583086,2,2,,,0.774368
group,1,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,12.624056635276832,-36.32163236171526,2,2,,,0.121982
group,1,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.705043859649123,-3.0416282782867987,2,2,20.22434210526316,,0.189475
group,1,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,7.623881959233343,-1.596047080163367,2,2,20.22434210526316,,0.393921
group,1,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,40.86793518066406,12.07390022277832,2,2,,,0.730856
group,1,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,1.418967066332063,-4.8358063316155695,2,2,,,0.332764
group,1,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,33.09148568133769,-28.573000098658955,2,2,,,0.298171
group,1,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,29.776545293786675,-19.169143703205414,2,2,,,0.286677
group,1,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,3.1443798449612403,-2.6022922929746812,2,2,24.293846899224803,,0.22673
group,1,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.693965517241379,-1.5259635221553314,2,2,24.293846899224803,,0.398315
group,1,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,47.34490966796875,18.550872802734375,2,2,,,0.82553
group,1,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,0.524971118812761,-5.729802279134871,2,2,,,0.30481
group,1,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,92.10061073609772,30.436124956101075,2,2,,,0.742162
group,1,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,9.12987755243423,-39.81581144455786,2,2,,,0.088432
group,1,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.7727272727272725,-2.973944865208649,2,2,27.821969696969695,,0.195215
group,1,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.099206349206348,0.8792773098096385,2,2,27.821969696969695,,0.549119
group,1,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,43.39368438720703,14.599649429321289,2,2,,,0.767775
group,1,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,5.698342132073725,-0.5564312658739081,2,2,,,0.466575
group,1,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,29.788224404464255,-31.876261375532394,2,2,,,0.273317
group,1,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,21.953781512605044,-26.991907484387045,2,2,,,0.211564
group,1,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,2.475,-3.2716721379359215,2,2,25.1875,,0.169968
group,1,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,10.1221035892776,0.9021745498808906,2,2,25.1875,,0.550554
group,1,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,46.487674713134766,17.69363784790039,2,2,,,0.813
group,1,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,6.599568043748869,0.34479464580123675,2,2,,,0.494756
group,1,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,32.533274654840696,-29.131211125155954,2,2,,,0.293971
group,1,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,18.567228013900028,-30.37846098309206,2,2,,,0.179047
group,1,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,4.5344827586206895,-1.212189379315232,2,2,49.66570881226053,,0.344606
group,1,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,10.80894538606403,1.5890163466673197,2,2,49.66570881226053,,0.593618
group,1,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,75.38548278808594,46.59144592285156,2,2,,,1.0
group,1,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,4.990492955759802,-1.2642804421878306,2,2,,,0.444442
group,1,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.56306237608663,37.89857659608998,2,2,,,0.79831
group,1,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,67.6328502415459,18.6871612445538,2,2,,,0.650164
group,1,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.7982309576762,3.0515588197402774,2,2,80.46158796102912,,0.706158
group,1,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.14006223095516,-0.07986680844155103,2,2,80.46158796102912,,0.488982
group,1,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.104961395263672,-22.689075469970703,2,2,,,0.222723
group,1,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,6.898356136410047,0.6435827384624146,2,2,,,0.504098
group,1,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,32.19334719334719,-29.471138586649452,2,2,,,0.291413
group,1,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,82.8841512469831,33.93846224999101,2,2,,,0.796603
group,1,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.709210751583633,4.962538613647711,2,2,93.14274096901215,,0.868203
group,1,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,8.717457550234592,-0.5024714891621178,2,2,93.14274096901215,,0.462486
group,1,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,10.262279510498047,-18.531757354736328,2,2,,,0.283491
group,1,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,3.320463320463321,-2.9343100774843114,2,2,,,0.392222
group,1,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,99.76224320574,38.09775742574336,2,2,,,0.799809
group,1,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,58.09453638630696,9.148847389314874,2,2,,,0.558579
group,1,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,7.811545456150573,2.0648733182146515,2,2,83.48244963539736,,0.62249
group,1,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,11.04235625564031,1.822427216243601,2,2,83.48244963539736,,0.608252
group,1,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,7.639365196228027,-21.15467071533203,2,2,,,0.245151
group,1,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,6.631806951636376,0.37703355368874325,2,2,,,0.495764
group,1,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,98.26745307094652,36.60296729094988,2,2,,,0.788562
group,1,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,11.639718228501216,-37.30597076849087,2,2,,,0.112531
group,1,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.377244340359095,-1.3694277975768272,2,2,17.88017174082748,,0.331273
group,1,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.03504225469381,-5.1848867847029005,2,2,17.88017174082748,,0.168908
group,1,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,51.674049377441406,22.88001251220703,2,2,,,0.88881
group,1,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,1.0869770695098206,-5.167796328437812,2,2,,,0.322384
group,1,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,32.291742965668064,-29.372742814328582,2,2,,,0.292154
group,1,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,41.40212305679931,-7.543565940192774,2,2,,,0.398303
group,1,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,4.578358208955224,-1.1683139289806976,2,2,18.690298507462686,,0.348326
group,1,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.082799145299145,-5.137129894097566,2,2,18.690298507462686,,0.171902
group,1,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,45.717430114746094,16.923391342163086,2,2,,,0.801741
group,1,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.35545023696682465,-5.899323160980808,2,2,,,0.29951
group,1,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,30.36604895904827,-31.29843682094837,2,2,,,0.277664
group,1,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,57.92039800995025,8.974709012958158,2,2,,,0.556907
group,1,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,5.91875,0.1720778620640786,2,2,22.979062499999998,,0.461987
group,1,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,3.883912130151068,-5.336016909245641,2,2,22.979062499999998,,0.159432
group,1,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,41.81576919555664,13.021732330322266,2,2,,,0.74471
group,1,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,1.4249529599073671,-4.829820438040265,2,2,,,0.332952
group,1,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.43847450484618,37.77398872484954,2,2,,,0.797373
group,1,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,60.036385526764406,11.090696529772313,2,2,,,0.577224
group,1,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,5.403533094812165,-0.34313904312375687,2,2,33.56745676803816,,0.418298
group,1,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.20348752521439,-3.0164415141823206,2,2,33.56745676803816,,0.304865
group,1,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,9.439254760742188,-19.354782104492188,2,2,,,0.27146
group,1,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,21.138853771597134,14.8840803736495,2,2,,,0.949382
group,1,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,31.104331117573743,-30.560154662422903,2,2,,,0.283219
group,1,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,72.51367007741865,23.567981080426563,2,2,,,0.697028
group,1,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,7.806547619047619,2.0598754811116975,2,2,50.39434523809524,,0.622066
group,1,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.457599931617013,-2.762329107779697,2,2,50.39434523809524,,0.320797
group,1,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,17.115394592285156,-11.678642272949219,2,2,,,0.383663
group,1,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,11.39494037531199,5.140166977364358,2,2,,,0.644701
group,1,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,96.22239765171562,34.55791187171898,2,2,,,0.773175
group,1,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,43.37962962962963,-5.56605936736246,2,2,,,0.41729
group,1,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,8.818261633011414,3.0715894950754916,2,2,60.470393132377325,,0.707856
group,1,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,6.859358168037414,-2.3605708713592968,2,2,60.470393132377325,,0.345987
group,1,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,13.607644081115723,-15.186392784118652,2,2,,,0.33239
group,1,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,7.385378081670565,1.1306046837229329,2,2,,,0.519327
group,1,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,30.781069042316254,-30.88341673768039,2,2,,,0.280787
group,1,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,66.70997920997921,17.76429021298712,2,2,,,0.641302
group,1,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,10.24934867564047,4.502676537704548,2,2,82.30102040816327,,0.829208
group,1,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,8.039372069076745,-1.1805569703199663,2,2,82.30102040816327,,0.419971
group,1,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,15.943897247314453,-12.850139617919922,2,2,,,0.366539
group,1,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,4.091107386402774,-2.1636660115448585,2,2,,,0.416319
group,1,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.61937134010904,37.95488556011239,2,2,,,0.798734
group,1,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,69.06186203294877,20.11617303595668,2,2,,,0.663885
group,1,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,6.3968470418470424,0.6501749039111204,2,2,53.499098124098126,,0.502528
group,1,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.32701060490443,-0.8929184344922798,2,2,53.499098124098126,,0.438006
group,1,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,10.280669212341309,-18.51336669921875,2,2,,,0.283759
group,1,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,19.781920980009424,13.52714758206179,2,2,,,0.906952
group,1,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,33.133957712501775,-28.53052806749487,2,2,,,0.298491
group,1,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,89.84148922385867,40.89580022686659,2,2,,,0.863406
group,1,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,7.49418351815612,1.7475113802201991,2,2,69.68569254185692,,0.595579
group,1,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,9.295481933555848,0.0755528941591379,2,2,69.68569254185692,,0.498727
group,1,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,14.331851959228516,-14.46218490600586,2,2,,,0.342976
group,1,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,7.98070100752093,1.725927609573298,2,2,,,0.537942
group,1,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,99.75509695192181,38.09061117192517,2,2,,,0.799755
group,1,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,86.40713561243362,37.46144661544154,2,2,,,0.83043
group,1,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,9.637029770123295,3.8903576321873734,2,2,45.12003730349054,,0.777285
group,1,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,4.705111033619173,-4.514818005777538,2,2,45.12003730349054,,0.21092
group,1,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,7.8724870681762695,-20.921550750732422,2,2,,,0.248559
group,1,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,30.30267048220668,24.04789708425905,2,2,,,1.0
group,1,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,32.68817204301075,-28.976313736985894,2,2,,,0.295136
group,1,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,96.64429530201343,47.698606305021336,2,2,,,0.928725
group,1,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,13.028728037977782,7.282055900041859,2,2,69.16235990799197,,1.0
group,1,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,5.314840343308031,-3.9050886960886793,2,2,69.16235990799197,,0.249149
group,1,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,13.289676666259766,-15.50436019897461,2,2,,,0.327742
group,1,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,21.822183733852924,15.567410335905294,2,2,,,0.970749
group,1,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,97.29196977519125,35.6274839951946,2,2,,,0.781222
group,1,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,10.204329042496914,-38.74135995449518,2,2,,,0.098749
group,1,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.4404761904761907,-3.306195947459731,2,2,45.371315192743765,,0.167041
group,1,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,18.565162907268167,9.345233867871459,2,2,45.371315192743765,,1.0
group,1,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,42.321678161621094,13.527641296386719,2,2,,,0.752105
group,1,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.4776051688803367,-4.777168229067295,2,2,,,0.334598
group,1,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,31.558386824871942,-30.106098955124704,2,2,,,0.286636
group,1,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,42.845501955671445,-6.100187041320645,2,2,,,0.412161
group,1,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.554354636591479,-3.1923175013444425,2,2,39.678884711779446,,0.176697
group,1,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,15.493192281320404,6.273263241923694,2,2,39.678884711779446,,0.88731
group,1,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,27.838102340698242,-0.9559345245361328,2,2,,,0.540398
group,1,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,1.111705461540124,-5.143067936407508,2,2,,,0.323157
group,1,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,98.18556874631642,36.52108296631977,2,2,,,0.787946
group,1,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,72.8909512761021,23.945262279110004,2,2,,,0.700651
group,1,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,6.14274706521177,0.3960749272758486,2,2,33.44272120804675,,0.480981
group,1,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.562991617662101,-3.6569374217346096,2,2,33.44272120804675,,0.264707
group,1,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,10.913554191589355,-17.880481719970703,2,2,,,0.29301
group,1,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,4.013008335438242,-2.2417650625093906,2,2,,,0.413877
group,1,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,31.553985811460343,-30.110499968536303,2,2,,,0.286603
group,1,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,77.59337367809769,28.647684681105595,2,2,,,0.745802
group,1,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,6.856801661474559,1.110129523538637,2,2,33.93442367601246,,0.541531
group,1,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,4.94911100803958,-4.2708180313571305,2,2,33.93442367601246,,0.226218
group,1,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,26.98581314086914,-1.8082246780395508,2,2,,,0.52794
group,1,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,2.3464023655678456,-3.9083710323797867,2,2,,,0.361764
group,1,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,98.77237054422767,37.107884764231024,2,2,,,0.792361
group,1,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,19.898496240601503,-29.047192756390587,2,2,,,0.19183
group,1,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,4.538586779550634,-1.2080853583852869,2,2,69.05812438944969,,0.344954
group,1,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,15.245251661918328,6.025322622521618,2,2,69.05812438944969,,0.871765
group,1,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,24.894468307495117,-3.899568557739258,2,2,,,0.49737
group,1,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,3.089396606522908,-3.165376791424724,2,2,,,0.384997
group,1,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,31.453100158982515,-30.21138562101413,2,2,,,0.285844
group,1,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,51.44774632202098,2.5020573250288933,2,2,,,0.494758
group,1,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,5.665525114155251,-0.0811470237806704,2,2,90.52054794520548,,0.440515
group,1,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,15.968817204301075,6.748888164904365,2,2,90.52054794520548,,0.917131
group,1,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,23.812114715576172,-4.981922149658203,2,2,,,0.48155
group,1,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,1.9031651972828445,-4.351608200664788,2,2,,,0.347905
group,1,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,97.15891902793183,35.49443324793519,2,2,,,0.780221
group,1,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,31.10036914384741,-17.84531985314468,2,2,,,0.299388
group,1,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,5.583951015146632,-0.1627211227892893,2,2,68.83515952304222,,0.433597
group,1,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,12.316104078762308,3.0961750393655967,2,2,68.83515952304222,,0.688113
group,1,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,15.343391418457031,-13.450645446777344,2,2,,,0.357762
group,1,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,3.6662633188800378,-2.5885100790675946,2,2,,,0.403035
group,1,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,28.3102766798419,-33.35420910015475,2,2,,,0.262197
group,1,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,41.34680134680135,-7.59888765019074,2,2,,,0.397771
group,1,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,5.8901098901098905,0.14343775217396848,2,2,82.55494505494505,,0.459559
group,1,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,14.007760532150776,4.787831492754066,2,2,82.55494505494505,,0.794177
group,1,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,34.58329772949219,5.789262771606445,2,2,,,0.638993
group,1,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,2.167325428194993,-4.087447969752638,2,2,,,0.356165
baseline,2,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,58.167622713783075,,71,71,,,0.486847
baseline,2,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,47.53858537140926,,71,71,,,0.457223
baseline,2,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,5.907595515690188,,71,71,49.567137378216266,,0.461041
baseline,2,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,8.87471381766218,,71,71,49.567137378216266,,0.472345
baseline,2,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,27.98749351501465,,71,71,,,0.542581
baseline,2,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,4.378360794177868,,71,71,,,0.425301
group,2,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,99.86979166666667,41.702168952883596,2,2,,,0.800618
group,2,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,29.91767034447907,-17.62091502693019,2,2,,,0.288032
group,2,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.348881239242685,-1.5587142764475028,2,2,58.93364888123924,,0.328867
group,2,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.58520563246173,4.710491814799552,2,2,58.93364888123924,,0.767684
group,2,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,20.702922821044922,-7.2845683097839355,2,2,,,0.436102
group,2,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,15.89801747311828,11.519656678940411,2,2,,,0.785507
group,2,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,28.91789130459567,-29.249731409187405,2,2,,,0.266768
group,2,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,54.73267866884888,7.194093297439615,2,2,,,0.526299
group,2,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.347575329566855,-0.5600201861233329,2,2,68.11899717514123,,0.413553
group,2,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,12.743894095633753,3.8691802779715747,2,2,68.11899717514123,,0.714935
group,2,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,27.89407730102539,-0.0934133529663086,2,2,,,0.541216
group,2,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,4.753571306419801,0.375210512241932,2,2,,,0.437034
group,2,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,28.442844284428443,-29.724778429354632,2,2,,,0.263194
group,2,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,44.565217391304344,-2.973367980104914,2,2,,,0.428674
group,2,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.2397084048027445,-0.6678871108874436,2,2,35.659734133790735,,0.404407
group,2,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,6.843374624624625,-2.031339193037553,2,2,35.659734133790735,,0.344985
group,2,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,30.46179962158203,2.4743080139160156,2,2,,,0.578748
group,2,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,0.4103912019866482,-3.9679695921912206,2,2,,,0.301227
group,2,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,32.817868396223616,-25.349754317559462,2,2,,,0.296112
group,2,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,16.46825396825397,-31.070331403155294,2,2,,,0.158894
group,2,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,4.2883295194508015,-1.619265996239387,2,2,56.84096109839817,,0.323733
group,2,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,13.245520159283226,4.370806341621048,2,2,56.84096109839817,,0.746386
group,2,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,54.842498779296875,26.855005264282227,2,2,,,0.935123
group,2,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.0,-4.378360794177869,2,2,,,0.288395
group,2,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,71.02419052381548,12.856567810032402,2,2,,,0.583581
group,2,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,86.14807930607188,38.609493934662616,2,2,,,0.827942
group,2,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,5.305603346489896,-0.6019921692002916,2,2,23.517263772222783,,0.409994
group,2,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,4.4879582881283,-4.386755529533879,2,2,23.517263772222783,,0.197305
group,2,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,19.44223976135254,-8.545251846313477,2,2,,,0.417675
group,2,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,0.7254031753969246,-3.6529576187809445,2,2,,,0.311078
group,2,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,98.80893470790377,40.6413119941207,2,2,,,0.792636
group,2,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,31.374605767064654,-16.163979604344608,2,2,,,0.302021
group,2,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,3.652536715620828,-2.25505880006936,2,2,27.7904984423676,,0.26982
group,2,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.644956562890849,-1.2297572547713282,2,2,27.7904984423676,,0.395242
group,2,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,24.433650970458984,-3.553839683532715,2,2,,,0.490635
group,2,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,3.14639175257732,-1.2319690416005493,2,2,,,0.386779
group,2,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,31.127409176189666,-27.04021353759341,2,2,,,0.283393
group,2,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,43.20195365742844,-4.336631713980822,2,2,,,0.415584
group,2,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,4.218631778058008,-1.6889637376321804,2,2,31.137925598991174,,0.317823
group,2,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,7.442175938613319,-1.432537879048859,2,2,31.137925598991174,,0.382528
group,2,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,40.45037078857422,12.462881088256836,2,2,,,0.724752
group,2,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,0.9661463634713046,-3.4122144307065647,2,2,,,0.318605
group,2,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,31.668107877785296,-26.49951483599778,2,2,,,0.287461
group,2,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,76.27484064491938,28.736255273510125,2,2,,,0.733142
group,2,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.1118796662274923,-2.7957158494626957,2,2,25.0104852876592,,0.223974
group,2,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.034535778317409,-0.8401780393447686,2,2,25.0104852876592,,0.419668
group,2,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,29.13087272644043,1.143381118774414,2,2,,,0.559294
group,2,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,4.516943629846855,0.13858283566898644,2,2,,,0.429635
group,2,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,96.76195794420038,38.5943352304173,3,3,,,0.777235
group,2,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,10.072696078795417,-37.465889292613845,3,3,,,0.097485
group,2,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.6842664092664097,-3.2233291064237783,3,3,22.525418275418275,,0.187713
group,2,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.30493117106437,-0.5697826465978068,3,3,22.525418275418275,,0.436621
group,2,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,48.951778411865234,20.96428680419922,3,3,,,0.849018
group,2,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,1.8002991014817482,-2.578061692696121,3,3,,,0.344688
group,2,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,32.558425903122526,-25.60919681066055,2,2,,,0.29416
group,2,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,24.63316214233309,-22.90542322907617,2,2,,,0.237291
group,2,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,3.8110599078341014,-2.0965356078560866,2,2,30.794930875576036,,0.283262
group,2,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,8.04647435897436,-0.8282394586878188,2,2,30.794930875576036,,0.420416
group,2,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,46.39226531982422,18.404773712158203,2,2,,,0.811605
group,2,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,0.27932960893854747,-4.099031185239322,2,2,,,0.297129
group,2,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,76.72354006018432,18.555917346401245,2,2,,,0.626463
group,2,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,11.238916846393481,-36.29966852501578,2,2,,,0.108683
group,2,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,3.0384615384615383,-2.8691339772286497,2,2,27.442307692307693,,0.217748
group,2,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,9.027777777777779,0.15306396011559986,2,2,27.442307692307693,,0.481942
group,2,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,51.56391906738281,23.576427459716797,2,2,,,0.8872
group,2,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,3.0438922324619146,-1.3344685617159544,2,2,,,0.383574
group,2,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,31.86966275872051,-26.297959955062566,2,2,,,0.288978
group,2,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,18.531717747683537,-29.006867623725725,2,2,,,0.178706
group,2,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,2.7608695652173916,-3.1467259504727965,2,2,21.08695652173913,,0.194209
group,2,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,7.788559107052258,-1.0861547106099203,2,2,21.08695652173913,,0.404246
group,2,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,51.674644470214844,23.687150955200195,2,2,,,0.888818
group,2,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,1.3059656486708158,-3.072395145507053,2,2,,,0.329231
group,2,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,30.04123789346247,-28.126384820320606,2,2,,,0.275221
group,2,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,10.281774580335732,-37.25681079107353,2,2,,,0.099492
group,2,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,5.9375,0.029904484309811963,2,2,70.46875,,0.463577
group,2,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,11.005084325396826,2.1303705077346473,2,2,70.46875,,0.605915
group,2,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,71.32144927978516,43.33395767211914,2,2,,,1.0
group,2,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,1.3960351089588379,-2.982325685219031,2,2,,,0.332047
group,2,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.76190476190476,41.594282048121684,2,2,,,0.799806
group,2,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,55.97439544807966,8.4358100766704,2,2,,,0.538222
group,2,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,9.094854077327732,3.1872585616375435,2,2,85.01909755377697,,0.731311
group,2,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.341290719814737,0.46657690215255787,2,2,85.01909755377697,,0.501599
group,2,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.955071926116943,-21.032421112060547,2,2,,,0.235149
group,2,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,4.63963963963964,0.2612788454617707,2,2,,,0.433471
group,2,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,30.403901597822863,-27.763721115960212,2,2,,,0.277949
group,2,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,78.57975746268656,31.041172091277303,2,2,,,0.755273
group,2,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.98410251469313,5.076506999002942,2,2,97.8899701319973,,0.891513
group,2,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,8.898100931950061,0.023387114287883648,2,2,97.8899701319973,,0.473812
group,2,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,10.353620529174805,-17.63387107849121,2,2,,,0.284826
group,2,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,3.034516207258912,-1.3438445869189573,2,2,,,0.383281
group,2,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,68.51752233753625,10.34989962375317,2,2,,,0.56472
group,2,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,49.842342342342334,2.303756970933076,2,2,,,0.479343
group,2,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,6.596370235934664,0.6887747202444761,2,2,68.3568058076225,,0.519447
group,2,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.365839416058394,1.4911255983962164,2,2,68.3568058076225,,0.565836
group,2,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,15.886484146118164,-12.101007461547852,2,2,,,0.3657
group,2,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,3.8820079509820644,-0.49635284319580464,2,2,,,0.409781
group,2,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,100.0,41.832377286216925,2,2,,,0.801598
group,2,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,14.87890350249289,-32.65968186891637,2,2,,,0.143633
group,2,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,5.007850241545894,-0.8997452741442942,2,2,22.027475845410628,,0.384746
group,2,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.39863465613562,-4.476079161526558,2,2,22.027475845410628,,0.191704
group,2,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,24.593658447265625,-3.393834114074707,2,2,,,0.492973
group,2,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.5066694884132033,-3.871691305764666,2,2,,,0.304238
group,2,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,27.90425350970156,-30.263369204081513,2,2,,,0.259142
group,2,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,39.501356852103115,-8.037228519306144,2,2,,,0.380052
group,2,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,5.766745005875441,-0.14085050981474723,2,2,23.477967097532314,,0.449098
group,2,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.072678117048346,-4.802035700613832,2,2,23.477967097532314,,0.171268
group,2,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,35.43401336669922,7.44651985168457,2,2,,,0.651428
group,2,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.4700271372625489,-3.90833365691532,2,2,,,0.303092
group,2,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,24.41881438133793,-33.748808332445144,2,2,,,0.232917
group,2,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,64.04682274247492,16.50823737106565,2,2,,,0.615731
group,2,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,5.794165580182529,-0.11342993550765845,2,2,20.133474576271187,,0.451423
group,2,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,3.5267017787936004,-5.3480120388685775,2,2,20.133474576271187,,0.137036
group,2,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,59.01549530029297,31.02800178527832,2,2,,,0.99612
group,2,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.8146943651689122,-3.563666429008957,2,2,,,0.31387
group,2,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,100.0,41.832377286216925,2,2,,,0.801598
group,2,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,64.26210383044915,16.72351845903989,2,2,,,0.617799
group,2,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.103543188073759,0.19594767238357136,2,2,40.700268881358085,,0.477657
group,2,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.68907911561781,-2.1856347020443683,2,2,40.700268881358085,,0.335311
group,2,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,9.078286170959473,-18.90920639038086,2,2,,,0.266184
group,2,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,12.032536133255558,7.654175339077689,2,2,,,0.664638
group,2,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,29.950105608000342,-28.217517105782733,2,2,,,0.274535
group,2,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,64.72160766961652,17.183022298207252,2,2,,,0.622211
group,2,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,7.935366958622772,2.0277714429325844,2,2,45.54515252189671,,0.63299
group,2,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,5.749834010310889,-3.124879807351289,2,2,45.54515252189671,,0.276422
group,2,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,20.452322006225586,-7.53516960144043,2,2,,,0.432439
group,2,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,8.065225760325578,3.68686496614771,2,2,,,0.540585
group,2,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.77678571428572,41.60916300050264,2,2,,,0.799918
group,2,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,55.48447522279616,7.945889851386902,2,2,,,0.533518
group,2,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,8.63036116331429,2.7227656476241036,2,2,61.294215060566025,,0.691923
group,2,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.1414501286055625,-1.7332636890566153,2,2,61.294215060566025,,0.363673
group,2,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,8.948657989501953,-19.038833618164062,2,2,,,0.264289
group,2,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,7.905176311030742,3.5268155168528725,2,2,,,0.535581
group,2,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,32.75219694233779,-25.415425771445285,2,2,,,0.295618
group,2,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,69.28667639465709,21.74809102324783,2,2,,,0.666043
group,2,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,11.723291139240507,5.815695623550319,2,2,82.89613924050633,,0.954194
group,2,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.035274024024024,-1.839439793638154,2,2,82.89613924050633,,0.357016
group,2,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,18.002527236938477,-9.984964370727539,2,2,,,0.39663
group,2,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,4.657517756109305,0.27915696193143624,2,2,,,0.43403
group,2,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.33080208827717,41.16317937449409,2,2,,,0.796563
group,2,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,63.62223889786808,16.083653526458818,2,2,,,0.611655
group,2,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,5.058863617003151,-0.8487318986870362,2,2,41.50851861316978,,0.389072
group,2,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.197192322506837,-0.6775214951553412,2,2,41.50851861316978,,0.429866
group,2,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,10.973345756530762,-17.014144897460938,2,2,,,0.293884
group,2,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,10.517323208353108,6.138962414175239,2,2,,,0.617259
group,2,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,33.48336453982428,-24.684258173958796,2,2,,,0.301119
group,2,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,79.79407979407979,32.25549442267053,2,2,,,0.766933
group,2,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,7.432593110683686,1.524997594993498,2,2,63.28003147403392,,0.590356
group,2,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.462333323761115,-0.412380493901062,2,2,63.28003147403392,,0.44649
group,2,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,17.142234802246094,-10.845255851745605,2,2,,,0.384055
group,2,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,6.026453502328485,1.6480927081506154,2,2,,,0.476835
group,2,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,84.56057007125891,26.392947357475833,2,2,,,0.68543
group,2,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,75.78526980588836,28.246684434479107,2,2,,,0.728441
group,2,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,8.625829596412556,2.718234080722368,2,2,41.20965348552792,,0.691539
group,2,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,4.770924614620574,-4.103789203041604,2,2,41.20965348552792,,0.215046
group,2,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,11.96126937866211,-16.026222229003906,2,2,,,0.308325
group,2,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,19.545538689374307,15.167177895196438,2,2,,,0.899561
group,2,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,33.593928703953154,-24.57369400982992,2,2,,,0.301951
group,2,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,89.43153620572974,41.89295083432049,2,2,,,0.859469
group,2,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,13.648932506887052,7.741336991196864,2,2,68.08657598714417,,1.0
group,2,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,4.982747064452841,-3.8919667532093363,2,2,68.08657598714417,,0.228327
group,2,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,13.471450805664062,-14.516040802001953,2,2,,,0.330399
group,2,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,18.310467699220755,13.932106905042886,2,2,,,0.860942
group,2,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,87.87571454914254,29.70809183535947,2,2,,,0.710373
group,2,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,18.24488220809291,-29.29370316331635,2,2,,,0.175952
group,2,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.3357487922705316,-3.5718467234196565,2,2,38.59299516908213,,0.15816
group,2,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,16.536544850498338,7.661831032836161,2,2,38.59299516908213,,0.952726
group,2,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,30.93268585205078,2.945193290710449,2,2,,,0.585631
group,2,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.0631356473141462,-3.315225146863723,2,2,,,0.321638
group,2,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,29.282794500185805,-28.88482821359727,2,2,,,0.269514
group,2,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,35.91724221495214,-11.621343156457124,2,2,,,0.345638
group,2,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.5536437246963564,-3.3539517909938317,2,2,39.57995951417004,,0.176637
group,2,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,15.436507936507937,6.561794118845759,2,2,39.57995951417004,,0.883756
group,2,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,32.56818771362305,4.580697059631348,2,2,,,0.609538
group,2,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.47968973259848946,-3.898671061579379,2,2,,,0.303394
group,2,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.73118279569893,41.56356008191585,2,2,,,0.799575
group,2,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,69.50359907646339,21.96501370505413,2,2,,,0.668126
group,2,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,5.931820153872852,0.024224638182664293,2,2,30.74156157806444,,0.463096
group,2,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.205162536040275,-3.6695512816219025,2,2,30.74156157806444,,0.242272
group,2,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,16.269515991210938,-11.717975616455078,2,2,,,0.371299
group,2,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,3.649294861403793,-0.7290659327740758,2,2,,,0.402504
group,2,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,31.2214565095921,-26.946166204190973,2,2,,,0.284101
group,2,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,75.29240883724486,27.753823465835602,2,2,,,0.723709
group,2,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,6.919399474193995,1.011803958503807,2,2,32.48270374982704,,0.546839
group,2,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,4.650661155104199,-4.224052662557979,2,2,32.48270374982704,,0.207506
group,2,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,28.320819854736328,0.3333272933959961,2,2,,,0.547454
group,2,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,2.650772955857702,-1.7275878383201673,2,2,,,0.371282
group,2,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,100.0,41.832377286216925,2,2,,,0.801598
group,2,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,17.42366359190931,-30.11492177949995,2,2,,,0.168067
group,2,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,4.497159090909091,-1.4104364247810972,2,2,72.48342803030303,,0.341441
group,2,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,16.21412102390363,7.339407206241454,2,2,72.48342803030303,,0.932511
group,2,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,22.082853317260742,-5.904638290405273,2,2,,,0.456273
group,2,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,1.341270282284952,-3.037090511892917,2,2,,,0.330335
group,2,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,30.34285564387083,-27.824767069912244,2,2,,,0.27749
group,2,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,59.92447990880593,12.385894537396666,2,2,,,0.57615
group,2,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,5.937844458052664,0.030248942362475884,2,2,82.96029802000407,,0.463606
group,2,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,13.981447688564478,5.1067338709023,2,2,82.96029802000407,,0.792527
group,2,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,23.1550235748291,-4.832468032836914,2,2,,,0.471945
group,2,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,1.1532357493245193,-3.2251250448533497,2,2,,,0.324455
group,2,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,54.81273394468426,-3.354888769098814,2,2,,,0.461604
group,2,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,40.62951799848073,-6.909067372928533,2,2,,,0.390884
group,2,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,7.512903225806451,1.6053077101162634,2,2,108.16935483870968,,0.597166
group,2,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,14.406855034747046,5.532141217084869,2,2,108.16935483870968,,0.819199
group,2,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,12.848237991333008,-15.139253616333008,2,2,,,0.32129
group,2,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,3.4515409155914574,-0.9268198785864117,2,2,,,0.396321
group,2,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,28.216876670484915,-29.95074604329816,2,2,,,0.261494
group,2,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,42.994505494505496,-4.544079876903766,2,2,,,0.413592
group,2,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,6.540816326530612,0.6332208108404243,2,2,82.60714285714286,,0.514736
group,2,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,12.636046672190002,3.761332854527825,2,2,82.60714285714286,,0.708173
group,2,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,23.371814727783203,-4.615677833557129,2,2,,,0.475114
group,2,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,2.0925380461462932,-2.285822748031576,2,2,,,0.353826
baseline,2,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,62.70306415220631,,70,70,,,0.520972
baseline,2,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,49.52565053978565,,70,70,,,0.476303
baseline,2,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.218687648801115,,70,70,51.75420452043685,,0.487421
baseline,2,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,8.833030433154171,,70,70,51.75420452043685,,0.469732
baseline,2,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,24.892650604248047,,70,70,,,0.497344
baseline,2,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,5.849012241814453,,70,70,,,0.471287
group,2,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,100.0,37.296935847793705,2,2,,,0.801598
group,2,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,38.813131313131315,-10.712519226654344,2,2,,,0.373444
group,2,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.685714285714286,-1.53297336308683,2,2,63.370049261083736,,0.35743
group,2,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.584833392301482,4.751802959147309,2,2,63.370049261083736,,0.76766
group,2,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,11.08709716796875,-13.805553436279297,2,2,,,0.295547
group,2,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,11.035353535353536,5.1863412935390825,2,2,,,0.633457
group,2,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,31.634888438133874,-31.06817571407242,2,2,,,0.287211
group,2,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,52.53290910225218,3.0072585624665145,2,2,,,0.505178
group,2,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.8049719887955185,-0.413715660005598,2,2,74.93405695611577,,0.452339
group,2,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,12.947239583333333,4.1142091501791604,2,2,74.93405695611577,,0.727684
group,2,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,21.477474212646484,-3.4151763916015625,2,2,,,0.447424
group,2,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,5.050397877984085,-0.7986143638303682,2,2,,,0.446315
group,2,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,32.747049374956354,-29.95601477724994,2,2,,,0.295579
group,2,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,41.097497393117834,-8.428153146667825,2,2,,,0.395378
group,2,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.838235294117647,-0.3804523546834693,2,2,32.626838235294116,,0.45516
group,2,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,5.588626558005753,-3.24440387514842,2,2,32.626838235294116,,0.266315
group,2,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,38.699501037597656,13.806848526000977,2,2,,,0.69916
group,2,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,1.714854389272994,-4.134157852541459,2,2,,,0.342017
group,2,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,33.898142000789,-28.804922151417294,2,2,,,0.30424
group,2,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,53.09473684210526,3.569086302319608,2,2,,,0.510572
group,2,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,6.3125,0.09381235119888398,2,2,63.82589285714286,,0.495376
group,2,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,10.549622116149562,1.7165916829953893,2,2,63.82589285714286,,0.577359
group,2,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,30.62438201904297,5.731732368469238,2,2,,,0.581125
group,2,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,4.373177842565598,-1.4758343992488552,2,2,,,0.425139
group,2,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,97.24479166666667,34.541727514460376,2,2,,,0.780867
group,2,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,77.98108255199543,28.45543201220977,2,2,,,0.749525
group,2,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,5.417064924646152,-0.8016227241549636,2,2,29.407002464042176,,0.419446
group,2,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.428131658102519,-3.404898775051654,2,2,29.407002464042176,,0.256252
group,2,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,15.087127685546875,-9.805522918701172,2,2,,,0.354016
group,2,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,4.822916666666667,-1.0260955751477863,2,2,,,0.439202
group,2,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,98.8235294117647,36.12046525955841,2,2,,,0.792746
group,2,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,46.017367341707256,-3.5082831980784057,2,2,,,0.442617
group,2,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.884730722154222,-1.3339569266468936,2,2,36.74357405140759,,0.374306
group,2,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.5158332368715515,-1.3171971962826214,2,2,36.74357405140759,,0.387146
group,2,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,20.95077896118164,-3.94187068939209,2,2,,,0.439725
group,2,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,2.7722152690863577,-3.0767969727280953,2,2,,,0.375079
group,2,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,32.09662583568897,-30.606438316517327,2,2,,,0.290686
group,2,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,58.19533718269964,8.66968664291398,2,2,,,0.559547
group,2,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,4.516304347826087,-1.702383300975029,2,2,32.48471467391305,,0.343064
group,2,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,7.185938749000799,-1.6470916841533736,2,2,32.48471467391305,,0.366463
group,2,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,29.68707275390625,4.794422149658203,2,2,,,0.567424
group,2,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,1.3155090411450623,-4.533503200669391,2,2,,,0.329529
group,2,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,32.78129675016711,-29.921767402039187,2,2,,,0.295837
group,2,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,75.95116747659121,26.42551693680555,2,2,,,0.730034
group,2,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.096953781512605,-3.121733867288511,2,2,23.976680672268905,,0.222708
group,2,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,7.741396328222676,-1.0916341049314973,2,2,23.976680672268905,,0.401289
group,2,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,30.612468719482422,5.719818115234375,2,2,,,0.580951
group,2,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,5.192411751599453,-0.6566004902150002,2,2,,,0.450756
group,2,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,95.83088444402313,33.12782029181684,2,2,,,0.770229
group,2,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,11.15485564304462,-38.37079489674104,2,2,,,0.107876
group,2,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.8497552019583843,-3.3689324468427317,2,2,23.69798041615667,,0.201746
group,2,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.32077178173048,-0.5122586514236933,2,2,23.69798041615667,,0.437614
group,2,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,48.560516357421875,23.667863845825195,2,2,,,0.843299
group,2,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,4.560305874174487,-1.2887063676399657,2,2,,,0.43099
group,2,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,35.22507570463545,-27.477988447570844,2,2,,,0.314224
group,2,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,29.114844886656968,-20.41080565312869,2,2,,,0.280323
group,2,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,3.451219512195122,-2.767468136605994,2,2,23.29268292682927,,0.252749
group,2,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,6.751373626373626,-2.0816568067805465,2,2,23.29268292682927,,0.339216
group,2,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,46.258056640625,21.36540412902832,2,2,,,0.809644
group,2,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,1.3469601677148848,-4.502052074099568,2,2,,,0.330513
group,2,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,94.50070571630205,31.797641564095755,2,2,,,0.760221
group,2,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,15.660919540229886,-33.864730999555775,2,2,,,0.151142
group,2,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,3.5064971751412433,-2.7121904736598728,2,2,36.41525423728814,,0.257436
group,2,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.135754753216823,1.3027243200626506,2,2,36.41525423728814,,0.55141
group,2,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,33.424583435058594,8.531932830810547,2,2,,,0.622056
group,2,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,5.869795342272407,0.02078310045795373,2,2,,,0.471937
group,2,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,32.35197220641528,-30.35109194579101,2,2,,,0.292607
group,2,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,19.898728722258134,-29.626921817527524,2,2,,,0.191832
group,2,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,2.58,-3.638687648801116,2,2,26.375,,0.178872
group,2,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,10.159018987341772,1.3259885541875995,2,2,26.375,,0.552869
group,2,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,59.40928649902344,34.516632080078125,2,2,,,1.0
group,2,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,2.366797448261403,-3.48221479355305,2,2,,,0.362402
group,2,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,31.822764521882995,-30.8802996303233,2,2,,,0.288625
group,2,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,13.653846153846153,-35.871804385939505,2,2,,,0.13187
group,2,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,3.55,-2.668687648801116,2,2,39.84375,,0.261125
group,2,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,10.884081196581196,2.051050763427024,2,2,39.84375,,0.598329
group,2,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,71.61904907226562,46.72639465332031,2,2,,,1.0
group,2,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,3.7943024067419793,-2.0547098350724737,2,2,,,0.407038
group,2,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.75786924939467,37.05480509718838,2,2,,,0.799776
group,2,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,56.66433776437638,7.1386872245907185,2,2,,,0.544847
group,2,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.624649368863956,2.405961720062839,2,2,79.16699781829516,,0.691439
group,2,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.177874875941768,0.3448444427875952,2,2,79.16699781829516,,0.491353
group,2,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,9.182713508605957,-15.70993709564209,2,2,,,0.26771
group,2,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,7.9335939644183675,2.084581722603915,2,2,,,0.536469
group,2,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,32.1986346986347,-30.504429453571596,2,2,,,0.291453
group,2,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,80.837961844965,31.312311305179335,2,2,,,0.776956
group,2,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.150856638951877,3.9321689901507613,2,2,84.73324514991182,,0.820856
group,2,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,8.348447187502675,-0.4845832456514989,2,2,84.73324514991182,,0.43935
group,2,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,13.528936386108398,-11.363714218139648,2,2,,,0.33124
group,2,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,3.4240759240759235,-2.4249363177385295,2,2,,,0.395462
group,2,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,99.13043478260869,36.4273706304024,2,2,,,0.795055
group,2,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,37.65883821193555,-11.866812327850106,2,2,,,0.36236
group,2,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,6.730769230769231,0.5120815819681148,2,2,74.33366633366633,,0.530844
group,2,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,11.123776494187592,2.2907460610334196,2,2,74.33366633366633,,0.613357
group,2,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,13.160989761352539,-11.731660842895508,2,2,,,0.325861
group,2,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,5.187662578966927,-0.6613496628475262,2,2,,,0.450607
group,2,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,100.0,37.296935847793705,2,2,,,0.801598
group,2,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,13.10094927018475,-36.42470126960091,2,2,,,0.126561
group,2,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,3.6559561128526648,-2.5627315359484513,2,2,16.71512539184953,,0.27011
group,2,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.587203469845392,-4.245826963308781,2,2,16.71512539184953,,0.203527
group,2,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,38.790279388427734,13.897628784179688,2,2,,,0.700487
group,2,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.3763907318566908,-5.4726215099577615,2,2,,,0.300164
group,2,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,32.539435713097504,-30.16362843910879,2,2,,,0.294017
group,2,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,40.88611054177769,-8.639539998007969,2,2,,,0.393348
group,2,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,5.725916453537937,-0.49277119526317925,2,2,27.545822676896847,,0.445636
group,2,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.806981946828989,-4.026048486325184,2,2,27.545822676896847,,0.217307
group,2,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,26.07358169555664,1.1809310913085938,2,2,,,0.514606
group,2,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.2690524579967164,-5.579959783817737,2,2,,,0.296808
group,2,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,32.37064208271116,-30.332422069495134,2,2,,,0.292747
group,2,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,49.0504561534165,-0.4751943863691608,2,2,,,0.47174
group,2,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.5044474393531,0.28575979055198397,2,2,25.74811320754717,,0.511652
group,2,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,3.956495144888753,-4.87653528826542,2,2,25.74811320754717,,0.163983
group,2,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,34.39402770996094,9.501379013061523,2,2,,,0.636226
group,2,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.2554697136921379,-5.593542528122315,2,2,,,0.296383
group,2,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.76681867842176,37.06375452621546,2,2,,,0.799843
group,2,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,63.07994757536042,13.55429703557476,2,2,,,0.606448
group,2,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,7.216584860006913,0.9978972112057973,2,2,44.7047355686139,,0.572039
group,2,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.188114020145539,-2.6449164130086342,2,2,44.7047355686139,,0.303901
group,2,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,7.707223892211914,-17.185426712036133,2,2,,,0.246143
group,2,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,28.616077009626203,22.767064767811753,2,2,,,1.0
group,2,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,37.189289034594125,-25.513775117612173,2,2,,,0.329003
group,2,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,65.55865180467092,16.033001264885254,2,2,,,0.630248
group,2,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,7.558139534883721,1.339451886082605,2,2,46.174418604651166,,0.601002
group,2,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.110432569974554,-2.7225978631796184,2,2,46.174418604651166,,0.299031
group,2,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,17.28487777709961,-7.607772350311279,2,2,,,0.38614
group,2,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,9.254049028722415,3.405036786907962,2,2,,,0.577758
group,2,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,100.0,37.296935847793705,2,2,,,0.801598
group,2,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,52.716883550216885,3.191233010431226,2,2,,,0.506944
group,2,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.152755332902391,3.934067684101276,2,2,70.79025937297996,,0.821017
group,2,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,6.965419922866731,-1.8676105102874416,2,2,70.79025937297996,,0.352637
group,2,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,8.379810333251953,-16.512840270996094,2,2,,,0.255974
group,2,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,9.377711044377712,3.528698802563258,2,2,,,0.581625
group,2,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,32.22654821963881,-30.476515932567487,2,2,,,0.291663
group,2,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,80.03875968992249,30.513109150136827,2,2,,,0.769282
group,2,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,13.42998866213152,7.211301013330404,2,2,102.03373015873015,,1.0
group,2,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.576021274510113,-1.2570091586440593,2,2,102.03373015873015,,0.39092
group,2,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,11.026472091674805,-13.866178512573242,2,2,,,0.294661
group,2,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,8.325717140698497,2.4767048988840434,2,2,,,0.54873
group,2,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,91.71790273686008,29.014838584653788,2,2,,,0.739283
group,2,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,64.35501188741469,14.829361347629025,2,2,,,0.618691
group,2,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,5.353685515250408,-0.8650021335507079,2,2,47.3956241370654,,0.414072
group,2,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.847910880893686,0.014880447739513691,2,2,47.3956241370654,,0.470665
group,2,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,10.30164909362793,-14.591001510620117,2,2,,,0.284066
group,2,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,12.72713391357459,6.878121671760138,2,2,,,0.686357
group,2,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,30.69200447249228,-32.011059679714016,2,2,,,0.280117
group,2,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,91.45372233400403,41.92807179421837,2,2,,,0.878886
group,2,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,10.424754901960785,4.206067253159668,2,2,93.12401960784314,,0.844082
group,2,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.935703160948059,0.1026727277938857,2,2,93.12401960784314,,0.476169
group,2,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,11.048755645751953,-13.843894958496094,2,2,,,0.294987
group,2,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,13.05811397274812,7.209101730933667,2,2,,,0.696707
group,2,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,100.0,37.296935847793705,2,2,,,0.801598
group,2,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,60.5080569051697,10.982406365384044,2,2,,,0.581753
group,2,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,9.387776065742166,3.169088416941051,2,2,45.51075372367745,,0.756149
group,2,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,4.832482316748087,-4.000548116406086,2,2,45.51075372367745,,0.218906
group,2,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,11.704690933227539,-13.187959671020508,2,2,,,0.304574
group,2,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,16.22245913290689,10.37344689109244,2,2,,,0.795652
group,2,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,31.588671123554846,-31.114393028651453,2,2,,,0.286864
group,2,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,93.78234989648033,44.256699356694675,2,2,,,0.901245
group,2,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,15.312593590895478,9.093905942094363,2,2,90.69219826295299,,1.0
group,2,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,5.880538468769275,-2.952491964384898,2,2,90.69219826295299,,0.284617
group,2,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,12.98297119140625,-11.909679412841797,2,2,,,0.323259
group,2,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,19.31119700906153,13.462184767247077,2,2,,,0.892233
group,2,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,99.88372093023256,37.18065677802626,2,2,,,0.800723
group,2,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,16.91216584833606,-32.6134846914496,2,2,,,0.163156
group,2,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.129370629370629,-4.089317019430487,2,2,33.883116883116884,,0.14066
group,2,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,15.923280423280424,7.09024999012625,2,2,33.883116883116884,,0.914276
group,2,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,28.94796371459961,4.0553131103515625,2,2,,,0.556621
group,2,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,0.2364066193853428,-5.61260562242911,2,2,,,0.295787
group,2,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,33.29824561403508,-29.40481853817121,2,2,,,0.299727
group,2,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,32.73454951600894,-16.79110102377672,2,2,,,0.315079
group,2,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.5356009070294787,-3.6830867417716373,2,2,40.414965986394556,,0.175107
group,2,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,15.92725988700565,7.094229453851477,2,2,40.414965986394556,,0.914526
group,2,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,39.310386657714844,14.417734146118164,2,2,,,0.708089
group,2,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.22781217750257998,-5.621200064311873,2,2,,,0.295518
group,2,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,100.0,37.296935847793705,2,2,,,0.801598
group,2,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,69.88260914962486,20.356958609839197,2,2,,,0.671765
group,2,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,5.226351195332584,-0.9923364534685319,2,2,22.90842197626268,,0.403274
group,2,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,4.379203473878171,-4.453826959276002,2,2,22.90842197626268,,0.190486
group,2,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,15.67831039428711,-9.214340209960938,2,2,,,0.362657
group,2,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,2.1520412881669424,-3.6969709536475106,2,2,,,0.355687
group,2,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,32.967934866952376,-29.735129285253915,2,2,,,0.297241
group,2,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,78.36784007908177,28.842189539296115,2,2,,,0.753238
group,2,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,6.776887871853546,0.5582002230524306,2,2,31.90228832951945,,0.534755
group,2,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,4.683262847238862,-4.149767585915311,2,2,31.90228832951945,,0.20955
group,2,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,25.529829025268555,0.6371784210205078,2,2,,,0.506657
group,2,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,3.0441582007234356,-2.8048540410910174,2,2,,,0.383582
group,2,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,99.85875706214689,37.1556929099406,2,2,,,0.800535
group,2,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,19.88601703059323,-29.63963350919243,2,2,,,0.19171
group,2,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.150566289140573,-1.0681213596605428,2,2,74.2432822562736,,0.396848
group,2,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,14.415284757118927,5.582254323964754,2,2,74.2432822562736,,0.819728
group,2,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,20.978487014770508,-3.914163589477539,2,2,,,0.44013
group,2,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,1.1549422528873556,-4.694069988927097,2,2,,,0.324509
group,2,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,32.30253800147379,-30.400526150732507,2,2,,,0.292235
group,2,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,49.16886109282423,-0.35678944696143233,2,2,,,0.472877
group,2,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,5.875,-0.343687648801116,2,2,84.63068181818181,,0.458277
group,2,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,14.39318181818182,5.560151385027646,2,2,84.63068181818181,,0.818342
group,2,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,27.21196937561035,2.3193187713623047,2,2,,,0.531245
group,2,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,1.152897023289291,-4.696115218525161,2,2,,,0.324445
group,2,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,98.15076842701032,35.447704274804025,2,2,,,0.787684
group,2,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,35.428435847607,-14.09721469217866,2,2,,,0.340945
group,2,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.464913482171392,0.24622583337027626,2,2,87.84739533397251,,0.5083
group,2,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,13.510914736114394,4.677884302960221,2,2,87.84739533397251,,0.763026
group,2,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,8.226072311401367,-16.66657829284668,2,2,,,0.253727
group,2,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,5.546606295441682,-0.3024059463727711,2,2,,,0.461831
group,2,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,30.00930356193514,-32.693760590271154,2,2,,,0.27498
group,2,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,48.158828748890855,-1.3668217908948002,2,2,,,0.463179
group,2,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,6.772556390977444,0.5538687421763275,2,2,79.90481886534518,,0.534387
group,2,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,11.793653516295027,2.9606230831408533,2,2,79.90481886534518,,0.655357
group,2,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,22.29543113708496,-2.597219944000244,2,2,,,0.45938
group,2,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,2.646863370547581,-3.202148871266872,2,2,,,0.371159
baseline,2,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,57.02986446463816,,70,70,,,0.478286
baseline,2,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,55.29540258434156,,70,70,,,0.531702
baseline,2,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.708425102343051,,70,70,59.53771618138839,,0.528949
baseline,2,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.444434395377428,,70,70,59.53771618138839,,0.508066
baseline,2,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,22.56285285949707,,70,70,,,0.463289
baseline,2,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,8.310027105631098,,70,70,,,0.54824
group,2,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,89.26767676767676,32.2378123030386,2,2,,,0.720847
group,2,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,50.233276590378914,-5.0621259939626455,2,2,,,0.483097
group,2,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,5.80944028317689,-0.8989848191661598,2,2,79.16981132075472,,0.452718
group,2,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.80115887111106,4.356724475733633,2,2,79.16981132075472,,0.781223
group,2,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,9.610576629638672,-12.952278137207031,2,2,,,0.273965
group,2,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,17.099331694092427,8.789304588461333,2,2,,,0.823071
group,2,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,30.18138630965234,-26.848478154985827,2,2,,,0.276275
group,2,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,67.2506099213879,11.955207337046353,2,2,,,0.646493
group,2,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,6.04642634207241,-0.6619987602706412,2,2,80.21145443196005,,0.472814
group,2,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,13.219780031154386,3.775345635776958,2,2,80.21145443196005,,0.744772
group,2,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,14.347946166992188,-8.214908599853516,2,2,,,0.343211
group,2,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,7.900792793904433,-0.40923431172666236,2,2,,,0.535443
group,2,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,29.760446100372583,-27.269418364265583,2,2,,,0.273108
group,2,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,49.978813559322035,-5.316589025019525,2,2,,,0.480654
group,2,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,6.945894428152492,0.23746932580944202,2,2,53.1866568914956,,0.549086
group,2,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,7.7052820871014385,-1.7391523082759894,2,2,53.1866568914956,,0.399024
group,2,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,16.908681869506836,-5.654172897338867,2,2,,,0.380642
group,2,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,1.6420937173175523,-6.667933388313543,2,2,,,0.339741
group,2,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,33.60944127644035,-23.420423188197816,2,2,,,0.302068
group,2,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,47.27357609710551,-8.021826487236048,2,2,,,0.454679
group,2,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,6.633064516129032,-0.07536058621401809,2,2,70.25537634408602,,0.522559
group,2,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,10.54913824715805,1.1047038517806218,2,2,70.25537634408602,,0.577328
group,2,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,24.416690826416016,1.853835105895996,2,2,,,0.490387
group,2,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,4.768392370572207,-3.5416347350588877,2,2,,,0.437497
group,2,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,87.56038647342996,30.530522008791785,2,2,,,0.708001
group,2,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,82.19442242431259,26.89901983997104,2,2,,,0.78998
group,2,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,5.325846207024915,-1.3825788953181362,2,2,32.52626366029408,,0.411711
group,2,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,6.078263736678737,-3.366170658698691,2,2,32.52626366029408,,0.297014
group,2,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,15.432104110717773,-7.130751132965088,2,2,,,0.359058
group,2,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,9.6213625958618,1.3113354902307046,2,2,,,0.589244
group,2,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,99.02110836652444,41.99124390188628,2,2,,,0.794233
group,2,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,37.58588269328126,-17.7095198910603,2,2,,,0.36166
group,2,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.381946326917864,-2.326478775425187,2,2,33.16138068130478,,0.331671
group,2,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.570961988262811,-1.8734724071146167,2,2,33.16138068130478,,0.390603
group,2,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,22.031679153442383,-0.5311756134033203,2,2,,,0.455525
group,2,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,6.21077637659406,-2.099250729037035,2,2,,,0.482599
group,2,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,24.880134726682044,-32.14972973795612,2,2,,,0.236388
group,2,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,64.41457586618877,9.11917328184721,2,2,,,0.619263
group,2,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,4.793660287081339,-1.914764815261711,2,2,40.307715311004785,,0.366583
group,2,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,8.480522875816993,-0.9639115195604346,2,2,40.307715311004785,,0.44763
group,2,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,50.45895004272461,27.896095275878906,2,2,,,0.871048
group,2,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,2.374369254164651,-5.935657851466445,2,2,,,0.362639
group,2,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,29.561183121110034,-27.468681343528132,2,2,,,0.271609
group,2,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,82.45290745290745,27.157504868565894,2,2,,,0.792462
group,2,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.9012656925293268,-2.807159409813724,2,2,38.5997633257872,,0.290911
group,2,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,10.163939833751154,0.7195054383737265,2,2,38.5997633257872,,0.553177
group,2,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,27.260421752929688,4.697567939758301,2,2,,,0.531954
group,2,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,7.156692163750369,-1.1533349418807255,2,2,,,0.512176
group,2,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,89.70370262729597,32.67383816265781,2,2,,,0.724127
group,2,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,13.051588244975587,-42.243814339365976,2,2,,,0.126088
group,2,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,3.319256756756757,-3.3891683455862935,2,2,29.40230855855856,,0.241559
group,2,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.81102564102564,-0.6334087543517875,2,2,29.40230855855856,,0.468352
group,2,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,24.74671173095703,2.1838560104370117,2,2,,,0.495211
group,2,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,2.01842594745408,-6.291601158177015,2,2,,,0.351509
group,2,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,32.73711340206185,-24.29275106257631,2,2,,,0.295505
group,2,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,27.3989898989899,-27.89641268535166,2,2,,,0.263848
group,2,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,3.4801587301587302,-3.2282663721843203,2,2,26.34391534391534,,0.255203
group,2,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.673987846840911,-1.7704465485365173,2,2,26.34391534391534,,0.397062
group,2,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,54.021305084228516,31.458450317382812,2,2,,,0.92312
group,2,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,0.7577319587628866,-7.552295146868208,2,2,,,0.312088
group,2,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,99.32567297836759,42.295808513729426,2,2,,,0.796524
group,2,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,15.475523232765102,-39.81987935157646,2,2,,,0.149362
group,2,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.999004975124378,-3.7094201272186726,2,2,28.796019900497512,,0.214402
group,2,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,9.562841530054644,0.11840713467721731,2,2,28.796019900497512,,0.51549
group,2,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,43.65147399902344,21.088619232177734,2,2,,,0.771543
group,2,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,5.431704159249069,-2.8783229463820255,2,2,,,0.458238
group,2,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,24.625502749733236,-32.40436171490493,2,2,,,0.234472
group,2,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,24.89688788901387,-30.39851469532769,2,2,,,0.239823
group,2,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,4.761160714285714,-1.9472643880573361,2,2,55.29017857142857,,0.363827
group,2,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,11.5025140490979,2.0580796537204717,2,2,55.29017857142857,,0.637103
group,2,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,35.901153564453125,13.338296890258789,2,2,,,0.658256
group,2,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,2.1286612637455025,-6.181365841885592,2,2,,,0.354956
group,2,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,32.325535289452816,-24.70432917518535,2,2,,,0.292408
group,2,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,14.13662239089184,-41.15878019344972,2,2,,,0.136506
group,2,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,5.602564102564102,-1.105860999778948,2,2,75.84249084249083,,0.435176
group,2,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,13.551295518207283,4.106861122829855,2,2,75.84249084249083,,0.765557
group,2,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,56.307586669921875,33.74473190307617,2,2,,,0.956538
group,2,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,3.9502379064234736,-4.359789199207621,2,2,,,0.411914
group,2,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.74975161450571,42.719887149867546,2,2,,,0.799715
group,2,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,72.38618279402128,17.09078020967972,2,2,,,0.695804
group,2,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,9.405050141115716,2.6966250387726642,2,2,87.37572809703957,,0.757614
group,2,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.29061509440931,-0.15381930096811836,2,2,87.37572809703957,,0.498422
group,2,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,5.409365653991699,-17.153488159179688,2,2,,,0.212555
group,2,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,13.902757078986587,5.5927299733554925,2,2,,,0.723118
group,2,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,32.00924758301808,-25.02061688162009,2,2,,,0.290028
group,2,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,84.54358974358975,29.24818715924819,2,2,,,0.812536
group,2,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.392283587935761,3.683858485592711,2,2,91.1825303564434,,0.841328
group,2,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,8.776503061254099,-0.6679313341233293,2,2,91.1825303564434,,0.466188
group,2,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,11.33174991607666,-11.231104850769043,2,2,,,0.299123
group,2,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,6.860025220680958,-1.4500018849501362,2,2,,,0.5029
group,2,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,93.08852938160189,36.05866491696372,2,2,,,0.749595
group,2,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,62.72601558317969,7.430612998838125,2,2,,,0.603049
group,2,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,8.392867464308422,1.6844423619653708,2,2,89.75744176637188,,0.671784
group,2,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.893847164555776,1.4494127691783492,2,2,89.75744176637188,,0.598941
group,2,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,6.078084945678711,-16.484769821166992,2,2,,,0.22233
group,2,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,11.644318531432674,3.3342914258015792,2,2,,,0.652499
group,2,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,100.0,42.970135535361834,2,2,,,0.801598
group,2,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,11.138273491214667,-44.1571290931269,2,2,,,0.107716
group,2,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,5.153896103896104,-1.5545289984469464,2,2,26.10551948051948,,0.39713
group,2,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,5.062594729379553,-4.381839665997875,2,2,26.10551948051948,,0.233333
group,2,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,24.621803283691406,2.0589494705200195,2,2,,,0.493385
group,2,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,1.2375859434682965,-7.072441162162798,2,2,,,0.327093
group,2,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,32.48557692307692,-24.544287541561246,2,2,,,0.293612
group,2,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,47.16621098200045,-8.129191602341105,2,2,,,0.453648
group,2,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,5.97420634920635,-0.7342187531367013,2,2,22.497619047619047,,0.46669
group,2,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,3.8081531927918277,-5.6362812025856,2,2,22.497619047619047,,0.154682
group,2,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,28.82073211669922,6.257878303527832,2,2,,,0.554761
group,2,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.5,-7.810027105631095,2,2,,,0.304029
group,2,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,27.281689620795333,-29.748174843842833,2,2,,,0.254457
group,2,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,73.36660617059891,18.071203586257347,2,2,,,0.705218
group,2,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.961446740858506,0.2530216385154551,2,2,32.04650238473768,,0.550405
group,2,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.660778289810548,-4.78365610556688,2,2,32.04650238473768,,0.20814
group,2,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,28.34918212890625,5.786328315734863,2,2,,,0.547868
group,2,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,2.1762729387438613,-6.133754166887233,2,2,,,0.356445
group,2,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.48979591836735,42.45993145372918,2,2,,,0.797759
group,2,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,60.64102564102564,5.345623056684083,2,2,,,0.58303
group,2,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.239177764069813,-0.4692473382732367,2,2,39.84437933161581,,0.489158
group,2,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.386646805162748,-3.0577875902146796,2,2,39.84437933161581,,0.316349
group,2,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,11.020216941833496,-11.542637825012207,2,2,,,0.294569
group,2,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,19.642857142857142,11.33283003722605,2,2,,,0.902604
group,2,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,22.13320715311317,-34.896657311525,2,2,,,0.21572
group,2,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,85.99677158999192,30.701369005650363,2,2,,,0.82649
group,2,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,8.535997732426303,1.827572630083253,2,2,57.15419501133787,,0.683921
group,2,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.721069549970777,-2.7233648454066506,2,2,57.15419501133787,,0.337316
group,2,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,21.290409088134766,-1.2724461555480957,2,2,,,0.44469
group,2,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,13.588987924094308,5.278960818463212,2,2,,,0.713307
group,2,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,93.80570961671785,36.775845152079675,2,2,,,0.754991
group,2,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,65.89888592366671,10.603483339325152,2,2,,,0.633515
group,2,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.174,3.46557489765695,2,2,70.34100000000001,,0.822819
group,2,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,6.911734555723183,-2.532699839654245,2,2,70.34100000000001,,0.349271
group,2,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,7.772887706756592,-14.789966583251953,2,2,,,0.247103
group,2,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,17.722025615099426,9.411998509468333,2,2,,,0.842542
group,2,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,26.859120753639736,-30.170743710998426,2,2,,,0.251278
group,2,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,82.6073883161512,27.311985731809642,2,2,,,0.793946
group,2,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,13.39796181630547,6.689536713962419,2,2,100.19878740970071,,1.0
group,2,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.460539923516237,-1.9838944718611913,2,2,100.19878740970071,,0.38368
group,2,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,15.891399383544922,-6.671455383300781,2,2,,,0.365772
group,2,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,7.940860215053763,-0.36916689057733176,2,2,,,0.536696
group,2,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.65571480426343,42.62585033962525,2,2,,,0.799007
group,2,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,65.64327485380117,10.34787226945961,2,2,,,0.63106
group,2,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,5.842356173238526,-0.8660689291045247,2,2,48.3486856280974,,0.455509
group,2,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.157717006293508,-1.2867173890839205,2,2,48.3486856280974,,0.427391
group,2,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,10.430153846740723,-12.132701873779297,2,2,,,0.285944
group,2,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,15.392463124085666,7.082436018454571,2,2,,,0.769699
group,2,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,25.380695443645088,-31.649169020993078,2,2,,,0.240154
group,2,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,91.36207435176507,36.06667176742351,2,2,,,0.878006
group,2,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,10.328456427293636,3.620031324950586,2,2,93.65442116023512,,0.835916
group,2,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,9.167736617210986,-0.2766977781664419,2,2,93.65442116023512,,0.490717
group,2,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,16.50446128845215,-6.058393955230713,2,2,,,0.374733
group,2,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,11.765587529976019,3.455560424344924,2,2,,,0.656291
group,2,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,65.71712208911025,8.687257624472078,2,2,,,0.54365
group,2,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,82.6128688233203,27.31746623897874,2,2,,,0.793998
group,2,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,9.823565854687335,3.115140752344285,2,2,54.87469682589898,,0.793103
group,2,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,5.652261978421734,-3.7921724169556943,2,2,54.87469682589898,,0.270304
group,2,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,15.560209274291992,-7.002645492553711,2,2,,,0.360931
group,2,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,38.67490223960185,30.364875133970756,2,2,,,1.0
group,2,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,29.78070957389909,-27.249154890739074,2,2,,,0.27326
group,2,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,96.34408602150538,41.04868343716382,2,2,,,0.925842
group,2,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,14.48876363100501,7.78033852866196,2,2,84.2758989095196,,1.0
group,2,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,5.824497183652795,-3.6199372117246327,2,2,84.2758989095196,,0.281103
group,2,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,12.839803695678711,-9.723051071166992,2,2,,,0.321166
group,2,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,24.835268923482413,16.52524181785132,2,2,,,1.0
group,2,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,100.0,42.970135535361834,2,2,,,0.801598
group,2,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,20.829682365826947,-34.46572021851462,2,2,,,0.200771
group,2,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.278663793103448,-4.429761309239603,2,2,43.69899425287356,,0.15332
group,2,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,19.189514788966434,9.745080393589006,2,2,43.69899425287356,,1.0
group,2,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,19.021677017211914,-3.541177272796631,2,2,,,0.411527
group,2,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.1190215407082877,-7.191005564922807,2,2,,,0.323386
group,2,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,19.721678238680198,-37.30818622595797,2,2,,,0.197575
group,2,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,46.10194902548726,-9.193453558854305,2,2,,,0.443429
group,2,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.8712264150943394,-3.837198687248711,2,2,45.89150943396226,,0.203567
group,2,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,15.9894640403115,6.545029644934071,2,2,45.89150943396226,,0.918426
group,2,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,40.336021423339844,17.77316665649414,2,2,,,0.723081
group,2,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.4371009260187878,-7.872926179612307,2,2,,,0.302063
group,2,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,41.10233210144004,-15.927532363198122,2,2,,,0.358445
group,2,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,67.98155737704917,12.686154792707619,2,2,,,0.653512
group,2,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,6.1860990297758445,-0.5223260725672056,2,2,36.899464703914354,,0.484658
group,2,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.964911590496798,-3.47952280488063,2,2,36.899464703914354,,0.289907
group,2,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,26.680068969726562,4.117213249206543,2,2,,,0.523471
group,2,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,8.219489981785065,-0.09053712384603019,2,2,,,0.545409
group,2,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,29.96934167920955,-27.060522785428617,2,2,,,0.27468
group,2,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,84.22615365582085,28.930751071479293,2,2,,,0.809489
group,2,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,7.664948453608247,0.9565233512651967,2,2,44.174857803057236,,0.610059
group,2,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.785162501818711,-3.659271893558717,2,2,44.174857803057236,,0.278637
group,2,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,15.468099594116211,-7.09475564956665,2,2,,,0.359584
group,2,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,4.404911996178818,-3.9051151094522765,2,2,,,0.426131
group,2,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,100.0,42.970135535361834,2,2,,,0.801598
group,2,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,15.679744103042694,-39.615658481298865,2,2,,,0.151322
group,2,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.691570298234936,-1.0168548041081147,2,2,85.07608034083992,,0.442723
group,2,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,14.967750731014771,5.523316335637343,2,2,85.07608034083992,,0.854366
group,2,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,24.24125862121582,1.6784038543701172,2,2,,,0.487822
group,2,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,2.8563999173606707,-5.453627188270424,2,2,,,0.377711
group,2,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,31.475032246176525,-25.55483221846164,2,2,,,0.286009
group,2,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,53.1496062992126,-2.1457962851289594,2,2,,,0.511099
group,2,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.7434418815015835,0.03501677915853252,2,2,94.68509724106738,,0.531918
group,2,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,14.054061784897026,4.609627389519598,2,2,94.68509724106738,,0.79708
group,2,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,20.280078887939453,-2.28277587890625,2,2,,,0.429921
group,2,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,4.219642528100239,-4.090384577530855,2,2,,,0.420338
group,2,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,92.2575155984118,35.22765113377363,2,2,,,0.743343
group,2,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,41.422538223030045,-13.872864361311514,2,2,,,0.398499
group,2,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.685856735856736,-0.022568366486314773,2,2,99.46593406593408,,0.527035
group,2,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,14.869474355665622,5.425039960288194,2,2,99.46593406593408,,0.848205
group,2,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,8.552535057067871,-14.010318756103516,2,2,,,0.258499
group,2,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,8.03699929949691,-0.27302780613418376,2,2,,,0.539703
group,2,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,31.523195733863837,-25.50666873077433,2,2,,,0.286371
group,2,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,47.17092885513205,-8.124473729209512,2,2,,,0.453693
group,2,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,7.563352826510721,0.8549277241676707,2,2,93.17738791423002,,0.601444
group,2,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,12.289456636625033,2.845022241247605,2,2,93.17738791423002,,0.686443
group,2,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,24.104415893554688,1.5415620803833008,2,2,,,0.485822
group,2,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,4.612897877984085,-3.69712922764701,2,2,,,0.432635
baseline,2,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,60.757676288480766,,69,69,,,0.506334
baseline,2,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,53.58551679909438,,69,69,,,0.515285
baseline,2,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.78136375510344,,69,69,57.48661559841607,,0.535134
baseline,2,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.067729361347517,,69,69,57.48661559841607,,0.484447
baseline,2,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,22.295578002929688,,69,69,,,0.459382
baseline,2,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,8.5576339339325,,69,69,,,0.555982
group,2,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,100.0,39.242323711519234,1,1,,,0.801598
group,2,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,42.70833333333333,-10.87718346576105,1,1,,,0.410844
group,2,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,5.41717791411043,-1.3641858409930103,1,1,70.3680981595092,,0.419456
group,2,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,12.989807474518686,3.9220781131711693,1,1,70.3680981595092,,0.730353
group,2,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,11.072362899780273,-11.223215103149414,1,1,,,0.295332
group,2,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,20.3125,11.7548660660675,1,1,,,0.923543
group,2,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,30.881344477683143,-29.876331810797623,2,2,,,0.281542
group,2,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,55.59701492537313,2.011498126278756,2,2,,,0.534598
group,2,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,6.5284832451499115,-0.2528805099535285,2,2,81.97178130511463,,0.513691
group,2,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,12.539099550603684,3.4713701892561657,2,2,81.97178130511463,,0.702095
group,2,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,20.908771514892578,-1.386805534362793,2,2,,,0.439111
group,2,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,9.647283316272276,1.0896493823397746,2,2,,,0.590054
group,2,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,31.650258934522896,-29.10741735395787,2,2,,,0.287327
group,2,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,48.016178736517716,-5.569338062576659,2,2,,,0.461809
group,2,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.759504608294931,-1.0218591468085094,2,2,38.74481566820276,,0.448484
group,2,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,6.732951831815143,-2.3347775295323747,2,2,38.74481566820276,,0.338061
group,2,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,25.344026565551758,3.0484485626220703,2,2,,,0.503942
group,2,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,2.0266112905706812,-6.531022643361819,2,2,,,0.351765
group,2,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,31.459693887227598,-29.29798240125317,2,2,,,0.285893
group,2,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,45.07682458386684,-8.50869221522754,2,2,,,0.433586
group,2,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,6.016176470588235,-0.7651872845152048,2,2,67.84007352941177,,0.470249
group,2,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,11.436349943006025,2.368620581658508,2,2,67.84007352941177,,0.632955
group,2,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,33.28001022338867,10.984432220458984,2,2,,,0.619942
group,2,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,5.56560056139641,-2.99203337253609,2,2,,,0.462425
group,2,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,97.0817442156115,36.32406792713073,2,2,,,0.779641
group,2,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,88.9935791944317,35.408062395337325,2,2,,,0.855264
group,2,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,5.689923675892375,-1.0914400792110648,2,2,31.43210495207257,,0.442583
group,2,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.531899176804837,-3.53583018454268,2,2,31.43210495207257,,0.262758
group,2,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,8.184959411621094,-14.110618591308594,2,2,,,0.253126
group,2,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,6.054538520213577,-2.503095413718923,2,2,,,0.477713
group,2,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,97.96738823045479,37.20971194197402,2,2,,,0.786304
group,2,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,38.95001540254209,-14.63550139655229,2,2,,,0.374758
group,2,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.559668096214805,-2.221695658888635,2,2,34.412712101435766,,0.346741
group,2,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.6278138849854065,-1.4399154763621107,2,2,34.412712101435766,,0.394167
group,2,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,22.082508087158203,-0.21306896209716797,2,2,,,0.456268
group,2,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,7.029141064863614,-1.5284928690688862,2,2,,,0.508188
group,2,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,31.357570067247487,-29.40010622123328,2,2,,,0.285125
group,2,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,48.40649801587301,-5.1790187832213626,2,2,,,0.465557
group,2,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,3.883360745614035,-2.898003009489405,2,2,25.271518640350877,,0.289393
group,2,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,6.495321594341707,-2.5724077670058096,2,2,25.271518640350877,,0.323162
group,2,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,40.93959045410156,18.644014358520508,2,2,,,0.731903
group,2,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,2.2198377037086714,-6.337796230223828,2,2,,,0.357807
group,2,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,29.718377231008397,-31.03929905747237,2,2,,,0.272791
group,2,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,88.48577235772359,34.900255558629205,2,2,,,0.850388
group,2,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.337286192911303,-3.444077562192137,2,2,26.834729324634104,,0.243087
group,2,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.070296259858138,-0.9974331014893796,2,2,26.834729324634104,,0.42191
group,2,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,19.983177185058594,-2.31240177154541,2,2,,,0.425582
group,2,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,6.737720111214087,-1.819913822718413,2,2,,,0.499076
group,2,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,99.61552430212026,38.85784801363949,2,2,,,0.798705
group,2,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,15.744737240648188,-37.84077955844619,2,2,,,0.151946
group,2,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.624933897408779,-4.156429857694661,2,2,22.260708619777894,,0.182682
group,2,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.464912280701753,-0.6028170806457629,2,2,22.260708619777894,,0.446652
group,2,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,47.19355010986328,24.89797019958496,2,2,,,0.823318
group,2,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,4.329734874575761,-4.227899059356739,2,2,,,0.423781
group,2,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,30.815712679694787,-29.94196360878598,2,2,,,0.281048
group,2,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,24.19171866137266,-29.393798137721717,2,2,,,0.233052
group,2,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,5.123271889400922,-1.6580918657025183,2,2,44.10944700460829,,0.394533
group,2,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,8.453910994289858,-0.6138183670576591,2,2,44.10944700460829,,0.445962
group,2,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,44.90266036987305,22.60708236694336,2,2,,,0.789832
group,2,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,1.4563948621044323,-7.1012390718280685,2,2,,,0.333935
group,2,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,85.62468336306968,24.867007074588912,2,2,,,0.693436
group,2,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,11.783068783068781,-41.80244801602559,2,2,,,0.113907
group,2,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,3.441818181818182,-3.339545573285258,2,2,43.74848484848485,,0.251951
group,2,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,12.7236895986896,3.6559602373420814,2,2,43.74848484848485,,0.713668
group,2,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,37.294471740722656,14.998893737792969,2,2,,,0.678622
group,2,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,6.346570610729369,-2.211063323203131,2,2,,,0.486845
group,2,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,33.736559139784944,-27.021117148695822,2,2,,,0.303025
group,2,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,31.699608977449248,-21.88590782164513,2,2,,,0.305141
group,2,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.001736111111111,-3.779627643992329,2,2,29.615162037037038,,0.214634
group,2,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,9.871335399715871,0.803606038368355,2,2,29.615162037037038,,0.534832
group,2,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,46.337623596191406,24.042043685913086,2,2,,,0.810807
group,2,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,5.190732206861239,-3.3669017270712613,2,2,,,0.450703
group,2,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,32.97818483063328,-27.779491457847485,2,2,,,0.297318
group,2,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,13.34920634920635,-40.23631044988803,2,2,,,0.128945
group,2,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,5.294444444444444,-1.4869193106589953,2,2,62.5,,0.409048
group,2,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,11.482056590752244,2.4143272294047255,2,2,62.5,,0.63582
group,2,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,61.46666717529297,39.17108917236328,2,2,,,1.0
group,2,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,2.7568114874815906,-5.800822446450909,2,2,,,0.374597
group,2,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.77375102375103,39.01607473527026,2,2,,,0.799896
group,2,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,58.986923903597855,5.401407104503477,2,2,,,0.567148
group,2,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,9.110811952275366,2.329448197171927,2,2,83.58346531517263,,0.732664
group,2,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.210197414167872,0.14246805282035524,2,2,83.58346531517263,,0.49338
group,2,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.908607482910156,-15.386970520019531,2,2,,,0.23447
group,2,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,9.83108108108108,1.2734471471485813,2,2,,,0.595801
group,2,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,32.1391293669798,-28.618546921500965,2,2,,,0.291005
group,2,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,86.63793103448276,33.052414235388376,2,2,,,0.832646
group,2,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,11.553548387096775,4.772184631993334,2,2,104.775,,0.9398
group,2,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.122527013370647,0.05479765202312947,2,2,104.775,,0.487883
group,2,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,9.965675354003906,-12.329902648925781,2,2,,,0.279155
group,2,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,6.254988641247621,-2.3026452926848795,2,2,,,0.483981
group,2,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,99.61926981848016,38.861593529999396,2,2,,,0.798733
group,2,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,53.51998966608538,-0.06552713300899526,2,2,,,0.514655
group,2,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,7.435570776255708,0.6542070211522679,2,2,79.81729452054795,,0.590609
group,2,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.735429599952399,1.6677002386048816,2,2,79.81729452054795,,0.589008
group,2,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,8.048946380615234,-14.246631622314453,2,2,,,0.251138
group,2,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,11.26358834991283,2.7059544159803295,2,2,,,0.640594
group,2,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,100.0,39.242323711519234,2,2,,,0.801598
group,2,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,14.787585296059872,-38.797931503034505,2,2,,,0.142756
group,2,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,5.510119047619048,-1.2712447074843922,2,2,24.378571428571426,,0.427337
group,2,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.4492356844433525,-4.618493676904166,2,2,24.378571428571426,,0.194877
group,2,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,23.34496307373047,1.0493841171264648,2,2,,,0.474721
group,2,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,1.3845476557340963,-7.173086278198404,2,2,,,0.331688
group,2,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,31.91095890410959,-28.846717384371175,2,2,,,0.289289
group,2,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,37.81986531986532,-15.765651479229057,2,2,,,0.363907
group,2,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,5.97671568627451,-0.8046480688289299,2,2,26.245710784313726,,0.466903
group,2,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.432371065277874,-4.635358296069644,2,2,26.245710784313726,,0.19382
group,2,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,30.18008041381836,7.884503364562988,2,2,,,0.574631
group,2,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,2.1307077625570776,-6.426926171375422,2,2,,,0.35502
group,2,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,31.87051450187493,-28.887161786605837,2,2,,,0.288984
group,2,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,64.11290322580645,10.52738642671207,2,2,,,0.616366
group,2,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.979775828460038,0.19841207335659883,2,2,24.37077647823262,,0.551959
group,2,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,3.4846264712947392,-5.583102890052778,2,2,24.37077647823262,,0.134398
group,2,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,34.88893508911133,12.593358039855957,2,2,,,0.64346
group,2,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,2.140847112476028,-6.416786821456473,2,2,,,0.355337
group,2,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.8800959232614,39.12241963478063,2,2,,,0.800696
group,2,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,64.22929748822607,10.643780689131685,2,2,,,0.617484
group,2,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,5.940381605874563,-0.8409821492288763,2,2,37.707430480317804,,0.463822
group,2,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.346486027199997,-2.72124333414752,2,2,37.707430480317804,,0.313831
group,2,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,8.823759078979492,-13.471818923950195,2,2,,,0.262464
group,2,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,22.115266970097387,13.557633036164889,2,2,,,0.979913
group,2,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,31.65453371297737,-29.103142575503398,2,2,,,0.287359
group,2,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,78.77289377289378,25.187376973799395,2,2,,,0.757128
group,2,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,8.935655539429124,2.154291784325684,2,2,55.312651185292694,,0.717811
group,2,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.182794258373206,-2.8849351029743113,2,2,55.312651185292694,,0.303568
group,2,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,13.225303649902344,-9.070274353027344,2,2,,,0.326801
group,2,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,11.557372237062259,2.9997383031297584,2,2,,,0.64978
group,2,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,100.0,39.242323711519234,2,2,,,0.801598
group,2,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,57.92970214238344,4.3441853432890625,2,2,,,0.556996
group,2,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.47879981868266,3.69743606357922,2,2,75.62347885212176,,0.848665
group,2,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.246105719796397,-1.8216236415511204,2,2,75.62347885212176,,0.370235
group,2,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,6.8147478103637695,-15.480830192565918,2,2,,,0.233098
group,2,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,13.69510683082956,5.13747289689706,2,2,,,0.716625
group,2,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,23.85787761893957,-36.8997986695412,2,2,,,0.228696
group,2,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,74.30392156862746,20.718404769533073,2,2,,,0.714218
group,2,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,13.66778711484594,6.886423359742499,2,2,102.32773109243698,,1.0
group,2,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.408740417367834,-1.6589889439796823,2,2,102.32773109243698,,0.380432
group,2,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,17.88376235961914,-4.4118146896362305,2,2,,,0.394894
group,2,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,8.689554361567637,0.13192042763513623,2,2,,,0.560107
group,2,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,92.78103215980317,32.02335587132241,2,2,,,0.747282
group,2,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,73.7250554323725,20.13953863327812,2,2,,,0.70866
group,2,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,6.518982767147259,-0.2623809879561807,2,2,52.29137342919821,,0.512885
group,2,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.01719282121239,-1.050536540135127,2,2,52.29137342919821,,0.418581
group,2,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,10.763279914855957,-11.53229808807373,2,2,,,0.290814
group,2,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,20.374245009615123,11.816611075682625,2,2,,,0.925474
group,2,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,32.292976939203356,-28.46469934927741,2,2,,,0.292163
group,2,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,95.49195897176143,41.906442172667056,2,2,,,0.91766
group,2,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,11.722999222999222,4.941635467895782,2,2,93.4052059052059,,0.954169
group,2,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,7.973529777650748,-1.0941995836967684,2,2,93.4052059052059,,0.415843
group,2,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,11.402847290039062,-10.892730712890625,2,2,,,0.300162
group,2,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,15.35901467505241,6.80138074111991,2,2,,,0.768653
group,2,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,99.57074721780603,38.81307092932527,2,2,,,0.798368
group,2,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,86.56692484084604,32.98140804175166,2,2,,,0.831964
group,2,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,10.598743664402027,3.8173799092985874,2,2,53.980437830259895,,0.858836
group,2,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,5.113771182395364,-3.953958178952153,2,2,53.980437830259895,,0.236542
group,2,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,6.601484298706055,-15.694093704223633,2,2,,,0.22998
group,2,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,40.67965023847377,32.12201630454127,2,2,,,1.0
group,2,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,33.67884569027859,-27.078830598202174,2,2,,,0.30259
group,2,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,96.41481706699099,42.829300267896606,2,2,,,0.926521
group,2,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,15.44546209186497,8.66409833676153,2,2,81.87257885998892,,1.0
group,2,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,5.309556260821541,-3.7581731005259758,2,2,81.87257885998892,,0.248817
group,2,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,9.80606746673584,-12.489509582519531,2,2,,,0.276822
group,2,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,24.993686651285053,16.436052717352553,2,2,,,1.0
group,2,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,99.4949494949495,38.73727320646873,2,2,,,0.797798
group,2,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,13.292589763177999,-40.29292703591638,2,2,,,0.128402
group,2,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.1616352201257865,-4.619728534977654,2,2,38.83647798742139,,0.143396
group,2,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,17.907447382622774,8.839718021275257,2,2,38.83647798742139,,1.0
group,2,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,32.161170959472656,9.865593910217285,2,2,,,0.603588
group,2,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.0307384577703391,-7.526895476162161,2,2,,,0.320625
group,2,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,29.612348297396018,-31.14532799108475,2,2,,,0.271994
group,2,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,49.59016393442623,-3.9953528646681455,2,2,,,0.476922
group,2,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.921626984126984,-3.8597367709764563,2,2,47.67857142857143,,0.207841
group,2,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,16.373817403804367,7.3060880424568495,2,2,47.67857142857143,,0.942524
group,2,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,24.512889862060547,2.2173118591308594,2,2,,,0.491793
group,2,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,1.5794744903970779,-6.978159443535422,2,2,,,0.337783
group,2,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.87437185929649,39.11669557081572,2,2,,,0.800653
group,2,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,74.38323747720494,20.797720678110565,2,2,,,0.714979
group,2,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,5.60135841170324,-1.1800053434002007,2,2,30.417211365303807,,0.435073
group,2,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.427704435187246,-3.6400249261602715,2,2,30.417211365303807,,0.256225
group,2,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,12.090391159057617,-10.20518684387207,2,2,,,0.310212
group,2,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,6.866353559565381,-1.691280374367119,2,2,,,0.503098
group,2,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,32.369710467706014,-28.387965820774753,2,2,,,0.29274
group,2,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,79.89926739926739,26.313750600173016,2,2,,,0.767943
group,2,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,7.918079096045197,1.1367153409417576,2,2,39.91033689056288,,0.631524
group,2,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.065299751469965,-4.002429609877552,2,2,39.91033689056288,,0.233503
group,2,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,19.288593292236328,-3.006983757019043,2,2,,,0.415429
group,2,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,5.314373822168923,-3.2432601117635778,2,2,,,0.454569
group,2,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,100.0,39.242323711519234,2,2,,,0.801598
group,2,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,20.86024800055028,-32.7252687985441,2,2,,,0.201064
group,2,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.12024756852343,-1.6611161865800095,2,2,77.88793103448276,,0.394277
group,2,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,15.213919148314279,6.146189786966761,2,2,77.88793103448276,,0.869801
group,2,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,19.400623321533203,-2.894953727722168,2,2,,,0.417066
group,2,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,5.497157936205204,-3.060475997727296,2,2,,,0.460285
group,2,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,33.81962114786542,-26.938055140615344,2,2,,,0.30365
group,2,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,60.663038099950526,7.077521300856144,2,2,,,0.583241
group,2,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.168275862068965,-0.6130878930344745,2,2,90.23333333333333,,0.483146
group,2,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,14.614258205900837,5.54652884455332,2,2,90.23333333333333,,0.832203
group,2,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,16.57019805908203,-5.72537899017334,2,2,,,0.375694
group,2,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,6.992743379511827,-1.5648905544206735,2,2,,,0.50705
group,2,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,80.07346848588631,19.31579219740555,2,2,,,0.651669
group,2,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,32.39314244216205,-21.192374356932326,2,2,,,0.3118
group,2,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,7.394745777098718,0.6133820219952781,2,2,111.10504201680672,,0.587147
group,2,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,15.02101452206626,5.9532851607187425,2,2,111.10504201680672,,0.857706
group,2,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,9.815906524658203,-12.479671478271484,2,2,,,0.276966
group,2,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,6.4893859849349464,-2.068247948997554,2,2,,,0.49131
group,2,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,28.978587962962962,-31.779088325517804,2,2,,,0.267225
group,2,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,42.670482827277255,-10.915033971817127,2,2,,,0.410481
group,2,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,8.826530612244898,2.0451668571414583,2,2,107.60204081632654,,0.708558
group,2,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,12.25609756097561,3.1883681996280924,2,2,107.60204081632654,,0.684351
group,2,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,23.245014190673828,0.949437141418457,2,2,,,0.47326
group,2,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,1.4812589031339032,-7.076375030798597,2,2,,,0.334712
baseline,2,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,56.6879207633162,,71,71,,,0.475713
baseline,2,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,56.69439776727366,,71,71,,,0.545135
baseline,2,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.807141262333204,,71,71,62.090998792056446,,0.53732
baseline,2,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.819235001030895,,71,71,62.090998792056446,,0.531565
baseline,2,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,22.85013771057129,,71,71,,,0.467488
baseline,2,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,8.576266641483945,,71,71,,,0.556565
group,2,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,76.08695652173913,19.399035758422922,2,2,,,0.621674
group,2,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,50.19818063677713,-6.496217130496525,2,2,,,0.48276
group,2,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,5.24957264957265,-1.5575686127605541,2,2,72.42820512820512,,0.405243
group,2,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.97288243348983,4.153647432458935,2,2,72.42820512820512,,0.79199
group,2,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,11.393259048461914,-11.456880569458008,2,2,,,0.300022
group,2,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,15.82521117608837,7.248944534604427,2,2,,,0.783231
group,2,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,28.434864356701585,-28.253056406614622,2,2,,,0.263134
group,2,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,67.69545920109252,11.001061433818862,2,2,,,0.650765
group,2,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.970128676470589,-0.8370125858626154,2,2,92.28247549019608,,0.466344
group,2,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,15.580712747038596,5.761477746007702,2,2,92.28247549019608,,0.892798
group,2,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,17.348068237304688,-5.502071380615234,2,2,,,0.387064
group,2,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,7.1859267064746515,-1.39033993500929,2,2,,,0.51309
group,2,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,26.490771955888235,-30.197148807427972,2,2,,,0.248506
group,2,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,49.91025536428164,-6.784142402992021,2,2,,,0.479996
group,2,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.996594982078853,-0.8105462802543508,2,2,46.558243727598565,,0.468588
group,2,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,7.880402261469955,-1.9388327395609384,2,2,46.558243727598565,,0.410004
group,2,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,24.05131721496582,1.2011775970458984,2,2,,,0.485046
group,2,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,2.2841817265461875,-6.292084914937754,2,2,,,0.359819
group,2,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,19.74655105046437,-36.94136971285184,2,2,,,0.197762
group,2,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,49.871794871794876,-6.822602895478784,2,2,,,0.479626
group,2,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,7.1268939393939394,0.31975267706073573,2,2,82.99242424242425,,0.564434
group,2,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,11.706738846369237,1.887503845338343,2,2,82.99242424242425,,0.649908
group,2,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,52.751461029052734,29.901321411132812,2,2,,,0.904558
group,2,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,6.513409961685824,-2.0628566797981183,2,2,,,0.492062
group,2,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,83.5,26.812079236683793,2,2,,,0.67745
group,2,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,84.3898524139081,27.695454646634452,2,2,,,0.81106
group,2,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.780840707964602,-2.0263005543686017,2,2,27.10429203539823,,0.365496
group,2,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.668564534276845,-4.150670466754049,2,2,27.10429203539823,,0.271326
group,2,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,19.941442489624023,-2.9086966514587402,2,2,,,0.424972
group,2,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,5.0352288835153844,-3.5410377579685575,2,2,,,0.445841
group,2,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,92.7741935483871,36.08627278507089,2,2,,,0.74723
group,2,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,39.61401652115119,-17.080381246122464,2,2,,,0.381134
group,2,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.180679527785776,-2.6264617345474277,2,2,39.334797005470776,,0.314604
group,2,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,9.418101457879807,-0.4011335431510856,2,2,39.334797005470776,,0.506415
group,2,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,19.25595474243164,-3.5941848754882812,2,2,,,0.414952
group,2,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,4.539948278208793,-4.036318363275149,2,2,,,0.430354
group,2,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,26.502470907062012,-30.185449856254195,2,2,,,0.248594
group,2,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,68.65203761755485,11.9576398502812,2,2,,,0.65995
group,2,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,5.543113101903695,-1.2640281604295085,2,2,45.608734602463606,,0.430134
group,2,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,8.041525329786054,-1.777709671244839,2,2,45.608734602463606,,0.420106
group,2,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,32.12317657470703,9.273035049438477,2,2,,,0.603033
group,2,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,2.8383968050206816,-5.73786983646326,2,2,,,0.377148
group,2,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,31.960721902154887,-24.72719886116132,2,2,,,0.289663
group,2,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,78.81715069176119,22.12275292448753,2,2,,,0.757553
group,2,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.346488533988534,-3.4606527283446695,2,2,27.00312244062244,,0.243868
group,2,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.043249090192411,-1.7759859108384815,2,2,27.00312244062244,,0.420214
group,2,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,28.741474151611328,5.891334533691406,2,2,,,0.553602
group,2,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,6.994939045739569,-1.5813275957443733,2,2,,,0.507119
group,2,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,81.92604006163329,25.23811929831708,2,2,,,0.665607
group,2,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,16.034003212285032,-40.66039455498863,2,2,,,0.154724
group,2,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,3.662111801242236,-3.1450294610909677,2,2,31.642443064182196,,0.270632
group,2,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.637965107302763,-1.18126989372813,2,2,31.642443064182196,,0.457502
group,2,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,35.58551788330078,12.735376358032227,2,2,,,0.653642
group,2,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,2.2246272246272243,-6.351639416856718,2,2,,,0.357956
group,2,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,31.60168940870695,-25.086231354609257,2,2,,,0.286962
group,2,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,30.1128117165853,-26.581586050688358,2,2,,,0.289905
group,2,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,4.601708074534161,-2.2054331877990423,2,2,37.21273291925466,,0.350306
group,2,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.961981304149567,-1.857253696881327,2,2,37.21273291925466,,0.415119
group,2,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,34.79656982421875,11.946432113647461,2,2,,,0.64211
group,2,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,2.979485772390529,-5.596780869093413,2,2,,,0.38156
group,2,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,99.71428571428572,43.02636495096951,2,2,,,0.799448
group,2,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,10.377984084880637,-46.31641368239302,2,2,,,0.100416
group,2,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.638235294117647,-4.168905968215557,2,2,37.92205882352941,,0.18381
group,2,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,14.81952920662598,5.000294205595086,2,2,37.92205882352941,,0.845073
group,2,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,62.89543151855469,40.045291900634766,2,2,,,1.0
group,2,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,2.5384615384615383,-6.037805103022404,2,2,,,0.36777
group,2,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,32.16861874283392,-24.519302020482286,2,2,,,0.291227
group,2,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,25.543478260869563,-31.150919506404094,2,2,,,0.246032
group,2,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.588095238095238,-3.219046024237966,2,2,43.38095238095238,,0.264355
group,2,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,12.080096189419162,2.2608611883882697,2,2,43.38095238095238,,0.673316
group,2,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,48.09917449951172,25.249032974243164,2,2,,,0.836555
group,2,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,2.8254306904108795,-5.7508359510730624,2,2,,,0.376743
group,2,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,30.476328089661756,-26.21159267365445,2,2,,,0.278494
group,2,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,16.589673913043477,-40.10472385423018,2,2,,,0.160059
group,2,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,6.396853146853147,-0.4102881154800566,2,2,74.90384615384616,,0.502529
group,2,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,11.719166308551785,1.8999313075208901,2,2,74.90384615384616,,0.650687
group,2,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,60.76826477050781,37.918128967285156,2,2,,,1.0
group,2,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,2.685249151473283,-5.891017490010659,2,2,,,0.37236
group,2,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.74416373520947,43.056242971893255,2,2,,,0.799673
group,2,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,68.989110469693,12.29471270241934,2,2,,,0.663186
group,2,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.968991060736863,2.1618497984036598,2,2,85.80630900331394,,0.720638
group,2,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.551825116102503,-0.2674098849283908,2,2,85.80630900331394,,0.514799
group,2,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,5.7788896560668945,-17.071250915527344,2,2,,,0.217956
group,2,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,18.64635204897437,10.07008540749043,2,2,,,0.871444
group,2,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,30.238587818049922,-26.449332945266285,2,2,,,0.276705
group,2,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,85.84656084656085,29.15216307928719,2,2,,,0.825047
group,2,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.68894993894994,3.8818086766167355,2,2,95.0875050875051,,0.866485
group,2,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,8.883186274509804,-0.9360487265210891,2,2,95.0875050875051,,0.472877
group,2,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,13.5888032913208,-9.261336326599121,2,2,,,0.332115
group,2,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,6.032872994975684,-2.5433936465082576,2,2,,,0.477036
group,2,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,99.85754985754986,43.169629094233656,2,2,,,0.800526
group,2,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,49.20047355958958,-7.493924207684074,2,2,,,0.47318
group,2,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,7.376346243895913,0.5692049815627094,2,2,81.06913505920129,,0.585587
group,2,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,11.001297340452073,1.1820623394211802,2,2,81.06913505920129,,0.605678
group,2,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,8.637269020080566,-14.212870597839355,2,2,,,0.259738
group,2,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,9.841652106845476,1.2653854653615344,2,2,,,0.596132
group,2,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,100.0,43.31207923668379,2,2,,,0.801598
group,2,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,16.858124693176237,-39.83627307409742,2,2,,,0.162637
group,2,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,5.825305291723202,-0.9818359706100015,2,2,25.72546359113523,,0.454063
group,2,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.399011440853325,-5.420223560177568,2,2,25.72546359113523,,0.191728
group,2,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,28.371728897094727,5.521589279174805,2,2,,,0.548198
group,2,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.9916543937162494,-7.5846122477676925,2,2,,,0.319403
group,2,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,31.331592689295043,-25.356328074021164,2,2,,,0.284929
group,2,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,46.651785714285715,-10.042612052987941,2,2,,,0.448708
group,2,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,7.003731343283582,0.19659008095037844,2,2,37.40366350067843,,0.55399
group,2,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,5.289317486794551,-4.529917514236343,2,2,37.40366350067843,,0.247548
group,2,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,20.10055923461914,-2.7495813369750977,2,2,,,0.427297
group,2,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,1.744863050852361,-6.831403590631581,2,2,,,0.342955
group,2,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,25.12281530467643,-31.565105458639778,2,2,,,0.238214
group,2,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,76.54806491885144,19.85366715157778,2,2,,,0.735765
group,2,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,7.817852437417654,1.0107111750844506,2,2,36.431488801054016,,0.623025
group,2,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.645424748223229,-5.173810252807664,2,2,36.431488801054016,,0.207178
group,2,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,21.35015869140625,-1.4999818801879883,2,2,,,0.445563
group,2,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,2.576759565422768,-5.999507076061174,2,2,,,0.368967
group,2,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,74.79575767151005,18.107836908193832,2,2,,,0.611958
group,2,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,76.45069648093842,19.756298713664762,2,2,,,0.73483
group,2,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,7.18646110899632,0.37931984666311624,2,2,46.43018018018018,,0.569485
group,2,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.4601335476387085,-3.359101453392185,2,2,46.43018018018018,,0.320956
group,2,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,8.091248512268066,-14.758891105651855,2,2,,,0.251756
group,2,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,30.521444281524925,21.94517764004098,2,2,,,1.0
group,2,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,26.511040749546837,-30.17688001376937,2,2,,,0.248659
group,2,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,89.71869328493648,33.02429551766282,2,2,,,0.862227
group,2,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,9.330334339447411,2.5231930771142075,2,2,61.41629904806129,,0.751279
group,2,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.5779241998839595,-3.2413108011469345,2,2,61.41629904806129,,0.328341
group,2,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,13.224790573120117,-9.625349044799805,2,2,,,0.326794
group,2,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,16.081277769266126,7.505011127782184,2,2,,,0.791238
group,2,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,87.46438746438747,30.776466701071257,2,2,,,0.707279
group,2,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,61.464220874867266,4.769823107593609,2,2,,,0.590934
group,2,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.808639705882353,4.001498443549149,2,2,86.64797794117646,,0.876634
group,2,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,8.003251156704119,-1.8159838443267744,2,2,86.64797794117646,,0.417706
group,2,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,8.528714179992676,-14.321425437927246,2,2,,,0.258151
group,2,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,18.007313397047238,9.431046755563298,2,2,,,0.851462
group,2,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,25.499039822114412,-31.18888094120179,2,2,,,0.241045
group,2,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,79.1746835443038,22.48028577703014,2,2,,,0.760986
group,2,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,13.01138251910934,6.204241256776135,2,2,112.79046194749085,,1.0
group,2,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,8.693764127764128,-1.125470873266766,2,2,112.79046194749085,,0.461
group,2,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,13.969070434570312,-8.88106918334961,2,2,,,0.337673
group,2,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,8.391579065086109,-0.18468757639783195,2,2,,,0.55079
group,2,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,100.0,43.31207923668379,2,2,,,0.801598
group,2,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,64.60662717512034,7.912229407846674,2,2,,,0.621107
group,2,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,5.969876610251305,-0.8372646520818989,2,2,46.53492020394002,,0.466323
group,2,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,7.795319510997476,-2.0239154900334166,2,2,46.53492020394002,,0.40467
group,2,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,10.872184753417969,-11.977954864501953,2,2,,,0.292406
group,2,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,18.21146488954708,9.635198248063139,2,2,,,0.857846
group,2,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,30.125330220556613,-26.562590542759594,2,2,,,0.275853
group,2,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,92.84922394678492,36.15482617951127,2,2,,,0.892285
group,2,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,10.758909090909091,3.9517678285758873,2,2,104.13709090909092,,0.872417
group,2,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,9.682853834730297,-0.1363811663005965,2,2,104.13709090909092,,0.523014
group,2,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,11.635030746459961,-11.215108871459961,2,2,,,0.303556
group,2,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,16.496152651737347,7.919886010253403,2,2,,,0.80421
group,2,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,80.64299899314113,23.95507822982492,2,2,,,0.655954
group,2,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,77.20195044138705,20.507552674113406,2,2,,,0.742044
group,2,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,9.327099717375276,2.5199584550420724,2,2,48.833136212828705,,0.751004
group,2,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,5.177902206542038,-4.641332794488855,2,2,48.833136212828705,,0.240563
group,2,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,11.494964599609375,-11.355175018310547,2,2,,,0.301509
group,2,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,35.95797202354579,27.381705382061853,2,2,,,1.0
group,2,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,29.232646743659963,-27.455274019656244,2,2,,,0.269137
group,2,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,97.33463668947539,40.64023892220174,2,2,,,0.935353
group,2,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,15.566279395296753,8.75913813296355,2,2,95.2364921612542,,1.0
group,2,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,6.149059909198579,-3.6701750918323146,2,2,95.2364921612542,,0.301453
group,2,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,13.686416625976562,-9.16372299194336,2,2,,,0.333541
group,2,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,22.9501932931763,14.373926651692361,2,2,,,1.0
group,2,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,85.61320754716982,28.925286783853608,2,2,,,0.69335
group,2,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,17.80447137288056,-38.88992639439309,2,2,,,0.171724
group,2,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.110526315789474,-4.69661494654373,2,2,44.868421052631575,,0.139062
group,2,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,21.386567722624093,11.567332721593202,2,2,44.868421052631575,,1.0
group,2,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,31.835636138916016,8.985496520996094,2,2,,,0.59883
group,2,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,0.6148920514145257,-7.961374590069416,2,2,,,0.307622
group,2,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,28.03004573653942,-28.657875026776786,2,2,,,0.260088
group,2,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,49.71139971139971,-6.982998055873946,2,2,,,0.478086
group,2,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.4538531830642705,-4.353288079268933,2,2,41.655498020103565,,0.168175
group,2,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,16.958611617081562,7.139376616050669,2,2,41.655498020103565,,0.979189
group,2,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,25.724689483642578,2.87454891204834,2,2,,,0.509506
group,2,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.0,-8.576266641483942,2,2,,,0.288395
group,2,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,100.0,43.31207923668379,3,3,,,0.801598
group,2,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,77.31592829052519,20.621530523251536,3,3,,,0.743138
group,2,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,6.1180448640034575,-0.6890963983297466,3,3,30.393458120627717,,0.478887
group,2,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,4.944630170802188,-4.874604830228706,3,3,30.393458120627717,,0.225937
group,2,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,12.361130714416504,-10.489008903503418,3,3,,,0.31417
group,2,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,8.781164889532912,0.20489824804896983,3,3,,,0.562972
group,2,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,24.346494989013344,-32.34142577430286,2,2,,,0.232373
group,2,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,87.95742645300167,31.263028685728017,2,2,,,0.845315
group,2,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,7.572402854877081,0.7652615925438782,2,2,44.812926249008726,,0.602212
group,2,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.9308895096832845,-3.8883454913476094,2,2,44.812926249008726,,0.287774
group,2,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,21.5521297454834,-1.2980098724365234,2,2,,,0.448515
group,2,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,5.401248843663275,-3.1750177978206673,2,2,,,0.457286
group,2,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,99.87654320987654,43.18862244656034,2,2,,,0.800669
group,2,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,23.578740617424575,-33.11565714984908,2,2,,,0.227167
group,2,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.847382836275107,-0.9597584260580971,2,2,84.98858794887401,,0.455936
group,2,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,14.444690324830344,4.625455323799449,2,2,84.98858794887401,,0.821571
group,2,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,19.27466583251953,-3.575474739074707,2,2,,,0.415225
group,2,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,2.7848792745547906,-5.791387366929151,2,2,,,0.375475
group,2,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,33.33043707946394,-23.357483683852266,2,2,,,0.299969
group,2,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,55.775247153047175,-0.9191506142264814,2,2,,,0.53631
group,2,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,5.85187165775401,-0.9552696045791929,2,2,81.1711229946524,,0.456316
group,2,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,13.861152882205513,4.04191788117462,2,2,81.1711229946524,,0.784985
group,2,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,24.106956481933594,1.2568168640136719,2,2,,,0.485859
group,2,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,4.168520269143079,-4.407746372340862,2,2,,,0.41874
group,2,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,59.58127802690583,2.893357263589621,2,2,,,0.497483
group,2,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,38.21620240224891,-18.478195365024742,2,2,,,0.367712
group,2,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.363454908365088,-0.44368635396811573,2,2,104.87434222464162,,0.499697
group,2,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,16.690823335387293,6.871588334356399,2,2,104.87434222464162,,0.962399
group,2,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,19.882225036621094,-2.967914581298828,2,2,,,0.424106
group,2,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,3.5266103521396044,-5.0496562893443375,2,2,,,0.398668
group,2,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,29.693777179540277,-26.99414358377593,2,2,,,0.272606
group,2,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,52.93218944646844,-3.762208320805211,2,2,,,0.509011
group,2,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,9.55548128342246,2.7483400210892563,2,2,134.34491978609626,,0.77037
group,2,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,14.051976171634573,4.2327411706036795,2,2,134.34491978609626,,0.796949
group,2,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,13.180992126464844,-9.669147491455078,2,2,,,0.326154
group,2,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,3.867519155104577,-4.708747486379365,2,2,,,0.409328
baseline,2,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,60.49492341435962,,72,72,,,0.504357
baseline,2,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,52.28284937302801,,72,72,,,0.502777
baseline,2,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.254001786988381,,72,72,56.07562388842706,,0.490415
baseline,2,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.697828511567147,,72,72,56.07562388842706,,0.523953
baseline,2,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,24.708377838134766,,72,72,,,0.49465
baseline,2,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,5.855351002904998,,72,72,,,0.471485
group,2,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,95.20933146544489,34.71440805108527,3,3,,,0.765552
group,2,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,44.522748949552756,-7.7601004234752535,3,3,,,0.428266
group,2,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.662081971027271,-1.5919198159611103,3,3,71.70141422362134,,0.355426
group,2,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,15.375175861512881,5.677347349945734,3,3,71.70141422362134,,0.879911
group,2,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,11.300403594970703,-13.407974243164062,3,3,,,0.298665
group,2,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,12.293394265276154,6.438043262371156,3,3,,,0.672795
group,2,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,29.90096661329538,-30.59395680106424,2,2,,,0.274165
group,2,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,55.57110489137678,3.288255518348773,2,2,,,0.53435
group,2,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.385354141656663,-0.8686476453317185,2,2,86.1422569027611,,0.416757
group,2,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,16.081224696356273,6.383396184789127,2,2,86.1422569027611,,0.924179
group,2,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,19.992748260498047,-4.715630054473877,2,2,,,0.425722
group,2,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,4.592282717282718,-1.2630682856222806,2,2,,,0.43199
group,2,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,25.581571271226444,-34.913352143133174,2,2,,,0.241666
group,2,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,44.205868653935724,-8.076980719092283,2,2,,,0.425223
group,2,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,6.681243680485339,0.42724189349695774,2,2,47.868048533872596,,0.526644
group,2,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,7.1699691840572815,-2.527859327509866,2,2,47.868048533872596,,0.365461
group,2,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,31.79100799560547,7.082630157470703,2,2,,,0.598178
group,2,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,1.276799056632544,-4.578551946272453,2,2,,,0.328319
group,2,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,32.73195876288659,-27.762964651473027,2,2,,,0.295466
group,2,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,11.08560794044665,-41.19724143258136,2,2,,,0.107211
group,2,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,5.75625,-0.49775178698838074,2,2,77.96875,,0.448208
group,2,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,13.551499717034522,3.853671205467375,2,2,77.96875,,0.76557
group,2,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,57.712188720703125,33.00381088256836,2,2,,,0.97707
group,2,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.0,-5.855351002904998,2,2,,,0.288395
group,2,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,99.72183104040607,39.226907626046454,2,2,,,0.799505
group,2,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,76.99346405228758,24.710614679259578,2,2,,,0.740042
group,2,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.805479506407967,-1.4485222805804137,2,2,23.15004166170694,,0.367585
group,2,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,4.802726333017486,-4.895102178549661,2,2,23.15004166170694,,0.21704
group,2,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,20.75536346435547,-3.9530134201049805,2,2,,,0.436869
group,2,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,1.3943267460034974,-4.4610242569015,2,2,,,0.331994
group,2,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,96.79011873821537,36.29519532385575,2,2,,,0.777446
group,2,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,23.403820893084415,-28.879028479943592,2,2,,,0.225487
group,2,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,3.0300925925925926,-3.2239091943957883,2,2,22.810185185185183,,0.217038
group,2,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.502354260089686,-2.195474251477461,2,2,22.810185185185183,,0.386301
group,2,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,42.755035400390625,18.046659469604492,2,2,,,0.75844
group,2,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,1.3351679152015492,-4.520183087703448,2,2,,,0.330144
group,2,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,22.26519451895286,-38.22972889540675,2,2,,,0.216713
group,2,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,66.73123834122543,14.448388968197428,2,2,,,0.641507
group,2,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,5.024916387959866,-1.2290853990285147,2,2,56.34096989966555,,0.386193
group,2,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,10.770690786390478,1.07286227482333,2,2,56.34096989966555,,0.591219
group,2,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,31.01612091064453,6.307743072509766,2,2,,,0.586851
group,2,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,0.8636014358950833,-4.991749567009914,2,2,,,0.315399
group,2,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,32.307372152034695,-28.187551262324924,2,2,,,0.292271
group,2,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,75.8749356664951,23.592086293467105,2,2,,,0.729302
group,2,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.2510565391205026,-3.002945247867878,2,2,28.607652769845803,,0.235775
group,2,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.812208095485211,-0.8856204160819363,2,2,28.607652769845803,,0.468426
group,2,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,29.820178985595703,5.111800193786621,2,2,,,0.56937
group,2,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,4.066699783843292,-1.788651219061705,2,2,,,0.415556
group,2,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,99.27360774818402,38.7786843338244,2,2,,,0.796132
group,2,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,14.080693836128619,-38.20215553689939,2,2,,,0.135969
group,2,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.4212962962962963,-3.8327054906920845,2,2,18.591168091168093,,0.165414
group,2,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,7.667826617826618,-2.0300018937405295,2,2,18.591168091168093,,0.396676
group,2,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,49.32939910888672,24.621021270751953,2,2,,,0.854538
group,2,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,3.2190888514580482,-2.6362621514469495,2,2,,,0.389052
group,2,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,33.059210526315795,-27.435712888043827,2,2,,,0.297928
group,2,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,30.04516711833785,-22.237682254690156,2,2,,,0.289256
group,2,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,4.023655913978494,-2.2303458730098864,2,2,30.79283154121864,,0.301289
group,2,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.644480301196719,-2.053348210370428,2,2,30.79283154121864,,0.395212
group,2,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,37.48772430419922,12.779348373413086,2,2,,,0.681447
group,2,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,1.9210526315789473,-3.9342983713260504,2,2,,,0.348464
group,2,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,89.37810094097519,28.88317752661557,2,2,,,0.721678
group,2,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,13.435030823999305,-38.8478185490287,2,2,,,0.129769
group,2,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,3.1443768996960486,-3.109624887292332,2,2,34.9354103343465,,0.226729
group,2,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.960996240601503,1.2631677290343566,2,2,34.9354103343465,,0.603151
group,2,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,40.37036895751953,15.661993026733398,2,2,,,0.723583
group,2,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,5.884199134199134,0.028848131294136437,2,2,,,0.472387
group,2,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,30.113113947869223,-30.381809466490395,2,2,,,0.275761
group,2,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,23.820754716981135,-28.462094656046872,2,2,,,0.22949
group,2,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,2.6724137931034484,-3.5815879938849324,2,2,34.711394302848575,,0.186708
group,2,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,12.798913043478262,3.1010845319111136,2,2,34.711394302848575,,0.718385
group,2,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,50.178253173828125,25.469877243041992,2,2,,,0.866945
group,2,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,1.183526845852845,-4.6718241570521535,2,2,,,0.325403
group,2,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,29.037119289340104,-31.457804125019514,2,2,,,0.267665
group,2,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,31.920903954802256,-20.36194541822575,2,2,,,0.307266
group,2,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,4.2976833976833975,-1.9563183893049834,2,2,49.50965250965251,,0.324526
group,2,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,11.580601894542712,1.8827733829755644,2,2,49.50965250965251,,0.641999
group,2,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,55.356689453125,30.648313522338867,2,2,,,0.942639
group,2,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,7.409263959390863,1.5539129564858651,2,2,,,0.520074
group,2,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.73045822102426,39.23553480666464,2,2,,,0.79957
group,2,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,63.78559687236216,11.502747499334156,2,2,,,0.613223
group,2,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.90094601599526,2.6469442290068796,2,2,81.0821793542654,,0.714868
group,2,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.095877438498285,-0.6019510730688618,2,2,81.0821793542654,,0.486212
group,2,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,7.050185680389404,-17.658191680908203,2,2,,,0.236539
group,2,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,9.638696183700823,3.783345180795825,2,2,,,0.589786
group,2,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,32.132781643784085,-28.362141770575533,2,2,,,0.290958
group,2,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,85.09732360097324,32.81447422794523,2,2,,,0.817853
group,2,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,11.052131484334874,4.798129697346493,2,2,99.9743194658449,,0.897281
group,2,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.044586991623778,-0.6532415199433705,2,2,99.9743194658449,,0.482996
group,2,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,10.123246192932129,-14.585131645202637,2,2,,,0.281458
group,2,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,5.375838505422857,-0.47951249748214053,2,2,,,0.456491
group,2,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,92.95233071434521,32.45740729998558,2,2,,,0.74857
group,2,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,46.146919393004524,-6.13592998002348,2,2,,,0.443861
group,2,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,7.760909164507772,1.5069073775193909,2,2,79.14299303756476,,0.618196
group,2,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.21747365065127,0.5196451390841226,2,2,79.14299303756476,,0.556534
group,2,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,9.730552673339844,-14.977825164794922,2,2,,,0.275718
group,2,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,2.8762597517976625,-2.9790912511073353,2,2,,,0.378332
group,2,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,100.0,39.50507658564038,2,2,,,0.801598
group,2,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,15.665266106442576,-36.61758326658543,2,2,,,0.151183
group,2,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,5.186247723132969,-1.0677540638554115,2,2,23.90391621129326,,0.399873
group,2,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.618353228431905,-5.079475283135242,2,2,23.90391621129326,,0.20548
group,2,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,23.188743591308594,-1.5196332931518555,2,2,,,0.472438
group,2,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.7072829131652661,-5.1480680897397315,2,2,,,0.310511
group,2,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,24.690575416750356,-35.80434799760926,2,2,,,0.234962
group,2,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,44.9463926736654,-7.336456699362611,2,2,,,0.432334
group,2,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,6.530502392344498,0.27650060535611676,2,2,32.30023923444976,,0.513862
group,2,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.871453913391797,-4.8263745981753505,2,2,32.30023923444976,,0.221349
group,2,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,29.913829803466797,5.205451011657715,2,2,,,0.570739
group,2,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.41841004184100417,-5.436940961063994,2,2,,,0.301478
group,2,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,23.0849472524012,-37.40997616195842,2,2,,,0.222881
group,2,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,71.87610619469027,19.59325682166226,2,2,,,0.690906
group,2,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.475993998499625,0.22199221151124382,2,2,27.100525131282822,,0.50924
group,2,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.275932835820895,-5.421895675746252,2,2,27.100525131282822,,0.184011
group,2,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,33.820335388183594,9.111958503723145,2,2,,,0.62784
group,2,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.35554256769920123,-5.4998084352057965,2,2,,,0.299512
group,2,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.39462978955501,38.8997063751954,2,2,,,0.797043
group,2,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,56.60875416228154,4.325904789253531,2,2,,,0.544313
group,2,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,5.352285813515638,-0.9017159734727427,2,2,34.6105617197068,,0.413953
group,2,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.4845420076957145,-3.2132865038714327,2,2,34.6105617197068,,0.322487
group,2,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,10.438323020935059,-14.270054817199707,2,2,,,0.286064
group,2,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,11.931275851097677,6.075924848192679,2,2,,,0.661472
group,2,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,33.40747092555871,-27.087452488800906,2,2,,,0.300548
group,2,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,71.70493197278911,19.422082599761108,2,2,,,0.689263
group,2,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,6.8220307917888565,0.5680290048004752,2,2,40.10202834799609,,0.538583
group,2,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,5.8578689378714905,-3.839959573695657,2,2,40.10202834799609,,0.283195
group,2,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,19.089252471923828,-5.6191253662109375,2,2,,,0.412515
group,2,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,9.410490962923681,3.5551399600186837,2,2,,,0.58265
group,2,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,87.33509847640283,26.84017506204321,2,2,,,0.706306
group,2,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,62.000124192747144,9.717274819719137,2,2,,,0.59608
group,2,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.175196528005241,3.9211947410168593,2,2,77.89163664155475,,0.82292
group,2,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.651618203233954,-2.046210308333193,2,2,77.89163664155475,,0.39566
group,2,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,8.902578353881836,-15.80579948425293,2,2,,,0.263616
group,2,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,14.554512516469039,8.699161513564041,2,2,,,0.743497
group,2,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,28.862270714737505,-31.632652699622113,2,2,,,0.26635
group,2,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,76.19047619047619,23.907626817448183,2,2,,,0.732332
group,2,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,12.00595238095238,5.751950593964,2,2,95.78571428571428,,0.978162
group,2,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.926840118922907,-1.7709883926442402,2,2,95.78571428571428,,0.412916
group,2,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,15.54941177368164,-9.158966064453125,2,2,,,0.360773
group,2,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,5.302668259657507,-0.5526827432474906,2,2,,,0.454203
group,2,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.64467308727643,39.14974967291681,2,2,,,0.798924
group,2,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,72.29130518604202,20.008455813014017,2,2,,,0.694893
group,2,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,5.578048208316227,-0.6759535786721531,2,2,49.384739897953196,,0.433097
group,2,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,9.034093449060403,-0.6637350625067429,2,2,49.384739897953196,,0.482338
group,2,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,10.626005172729492,-14.082372665405273,2,2,,,0.288807
group,2,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,17.727463061554108,11.872112058649108,2,2,,,0.842712
group,2,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,32.151810038115606,-28.343113376244013,2,2,,,0.291101
group,2,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,91.45784543325527,39.17499606022726,2,2,,,0.878925
group,2,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,11.85925925925926,5.605257472270878,2,2,98.44273504273504,,0.965723
group,2,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.290402760488682,-1.407425751078466,2,2,98.44273504273504,,0.43571
group,2,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,11.672782897949219,-13.035594940185547,2,2,,,0.304108
group,2,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,15.811934835003534,9.956583832098534,2,2,,,0.782816
group,2,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,95.53775743707094,35.04283402271132,2,2,,,0.768024
group,2,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,85.4119170675229,33.12906769449488,2,2,,,0.820874
group,2,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,9.125411685274841,2.87140989828646,2,2,44.09121710634654,,0.733902
group,2,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,4.828781831589746,-4.8690466799774015,2,2,44.09121710634654,,0.218674
group,2,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,7.345465183258057,-17.362911224365234,2,2,,,0.240855
group,2,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,29.79062859047857,23.935277587573573,2,2,,,1.0
group,2,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,33.11213963084816,-27.382783783511456,2,2,,,0.298326
group,2,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,94.05301080802883,41.77016143500082,2,2,,,0.903844
group,2,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,13.346153846153847,7.092152059165465,2,2,67.51538461538462,,1.0
group,2,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,5.08130946109504,-4.616519050472108,2,2,67.51538461538462,,0.234507
group,2,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,15.79835033416748,-8.910027503967285,2,2,,,0.364412
group,2,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,19.527128757040092,13.671777754135094,2,2,,,0.898985
group,2,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,99.76159354398726,39.26667012962765,2,2,,,0.799804
group,2,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,14.783122623085621,-37.49972674994239,2,2,,,0.142713
group,2,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.8507882882882885,-3.4032134987000924,2,2,63.09121621621622,,0.201834
group,2,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,21.95517935197391,12.257350840406765,2,2,63.09121621621622,,1.0
group,2,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,32.071632385253906,7.363253593444824,2,2,,,0.60228
group,2,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.1945896794726074,-4.66076132343239,2,2,,,0.325748
group,2,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,31.014311963722797,-29.48061145063682,2,2,,,0.282542
group,2,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,43.39357782067029,-8.889271552357716,2,2,,,0.417424
group,2,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.936774193548387,-3.317227593439994,2,2,50.880645161290325,,0.209125
group,2,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,17.28260460211652,7.584776090549374,2,2,50.880645161290325,,0.999503
group,2,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,19.187278747558594,-5.521099090576172,2,2,,,0.413948
group,2,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,1.8970235386007204,-3.9583274643042774,2,2,,,0.347713
group,2,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.503612835781,39.008689421421394,3,3,,,0.797863
group,2,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,76.39311631969643,24.11026694666843,3,3,,,0.734278
group,2,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,6.251565995525727,-0.0024357914626538246,3,3,31.803467561521256,,0.490209
group,2,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.094028992085415,-4.603799519481733,3,3,31.803467561521256,,0.235304
group,2,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,11.519039154052734,-13.189338684082031,3,3,,,0.301861
group,2,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,3.0191659932996195,-2.8361850096053782,3,3,,,0.382801
group,2,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,31.64329866822306,-28.851624746136558,2,2,,,0.287275
group,2,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,84.39674021069371,32.11389083766569,2,2,,,0.811126
group,2,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,8.157674772036474,1.9036729850480931,2,2,45.818104103343465,,0.651841
group,2,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.605420911804055,-4.092407599763092,2,2,45.818104103343465,,0.267367
group,2,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,16.075937271118164,-8.632440567016602,2,2,,,0.368469
group,2,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,2.310712580251499,-3.544638422653499,2,2,,,0.360648
group,2,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,99.87654320987654,39.381619795516926,2,2,,,0.800669
group,2,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,18.675363358062825,-33.60748601496518,2,2,,,0.180086
group,2,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,4.848713760718661,-1.4052880262697203,2,2,75.14546753777051,,0.371252
group,2,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,15.550146183564792,5.852317671997644,2,2,75.14546753777051,,0.890881
group,2,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,25.107213973999023,0.3988361358642578,2,2,,,0.50048
group,2,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,1.4371195708243063,-4.418231432080692,2,2,,,0.333332
group,2,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,32.99954310082242,-27.4953803135372,2,2,,,0.297479
group,2,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,51.0955710955711,-1.1872782774569082,2,2,,,0.491377
group,2,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.192982456140351,-0.061019330848029796,2,2,87.34912280701755,,0.485241
group,2,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,14.125213675213676,4.4273851636465285,2,2,87.34912280701755,,0.801541
group,2,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,22.157194137573242,-2.5511837005615234,2,2,,,0.457359
group,2,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,1.1352675398517615,-4.7200834630532364,2,2,,,0.323894
group,2,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,59.90548780487805,-0.5894356094815691,2,2,,,0.499922
group,2,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,36.6685393258427,-15.61431004718531,2,2,,,0.352852
group,2,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.193432298695456,-0.06056948829292441,2,2,81.565901934323,,0.485279
group,2,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,13.171982965943618,3.474154454376471,2,2,81.565901934323,,0.741775
group,2,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,37.59349060058594,12.885110855102539,2,2,,,0.682993
group,2,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,1.9539162222089053,-3.9014347806960927,2,2,,,0.349492
group,2,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,28.34993927602521,-32.14498413833441,2,2,,,0.262495
group,2,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,47.39130434782609,-4.891545025201918,2,2,,,0.455809
group,2,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,6.9283381712627,0.6743363842743189,2,2,96.85812772133528,,0.547597
group,2,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,14.10484544695071,4.407016935383563,2,2,96.85812772133528,,0.800264
group,2,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,23.265518188476562,-1.4428586959838867,2,2,,,0.47356
group,2,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,1.3210247103169062,-4.534326292588092,2,2,,,0.329702
baseline,2,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,60.71094420386329,,70,70,,,0.505983
baseline,2,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,53.1452658178567,,70,70,,,0.511057
baseline,2,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.350528959968456,,70,70,54.84266709573108,,0.498601
baseline,2,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.379918446418198,,70,70,54.84266709573108,,0.504021
baseline,2,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,24.446441650390625,,70,70,,,0.490822
baseline,2,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,6.835419481201982,,70,70,,,0.502131
group,2,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,90.24608794475041,29.535143740887108,2,2,,,0.728208
group,2,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,34.5010395010395,-18.6442263168172,2,2,,,0.33204
group,2,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.34206502494769,-2.008463935020765,2,2,64.14147754707871,,0.328289
group,2,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,14.758762001405042,5.378843554986842,2,2,64.14147754707871,,0.841263
group,2,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,19.341053009033203,-5.105390548706055,2,2,,,0.416196
group,2,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,12.811827956989248,5.976408475787265,2,2,,,0.689006
group,2,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,30.603297701390343,-30.107646502472964,2,2,,,0.27945
group,2,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,46.900311526479754,-6.244954291376953,2,2,,,0.451095
group,2,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,4.2231721698113205,-2.1273567901571346,2,2,69.44943985849056,,0.318208
group,2,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,16.512621745179885,7.132703298761684,2,2,69.44943985849056,,0.951226
group,2,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,22.107620239257812,-2.338822364807129,2,2,,,0.456635
group,2,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,6.835569063089499,0.00014958188751679202,2,2,,,0.502135
group,2,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,34.244829808424626,-26.46611439543868,2,2,,,0.306849
group,2,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,50.22012578616352,-2.925140031693182,2,2,,,0.482971
group,2,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.833592132505176,-0.5169368274632795,2,2,30.671454451345756,,0.454766
group,2,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,5.358958278828545,-4.020960167589656,2,2,30.671454451345756,,0.251915
group,2,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,33.58246612548828,9.136024475097656,2,2,,,0.624364
group,2,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,1.581814986232351,-5.253604494969631,2,2,,,0.337857
group,2,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,29.71835722721478,-30.992586976648525,2,2,,,0.272791
group,2,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,16.54255319148936,-36.602712626367335,2,2,,,0.159607
group,2,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,4.505514705882353,-1.8450142540861025,2,2,59.669117647058826,,0.342149
group,2,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,13.41380908248378,4.033890636065581,2,2,59.669117647058826,,0.756937
group,2,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,64.18456268310547,39.73811721801758,2,2,,,1.0
group,2,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.0,-6.835419481201982,2,2,,,0.288395
group,2,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,99.76247030878861,39.051526104925294,2,2,,,0.799811
group,2,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,80.10231177257225,26.957045954715554,2,2,,,0.769892
group,2,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.352865890383457,-1.9976630695849984,2,2,24.146853041557918,,0.329205
group,2,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.549713177882827,-3.8302052685353725,2,2,24.146853041557918,,0.263875
group,2,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,16.02366828918457,-8.422775268554688,2,2,,,0.367705
group,2,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,2.9879070004393977,-3.8475124807625845,2,2,,,0.381823
group,2,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,98.4021164021164,37.6911721982531,2,2,,,0.789575
group,2,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,42.466117749927136,-10.679148067929567,2,2,,,0.408519
group,2,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.3113636363636365,-2.039165323604819,2,2,31.299688057041,,0.325686
group,2,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.248914338879737,-2.1310041075384634,2,2,31.299688057041,,0.370411
group,2,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,22.514190673828125,-1.9322519302368164,2,2,,,0.462578
group,2,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,2.6497354497354495,-4.185684031466533,2,2,,,0.371249
group,2,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,30.08819769129573,-30.62274651256758,2,2,,,0.275574
group,2,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,51.4802406673048,-1.6650251505519051,2,2,,,0.49507
group,2,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,5.023930481283422,-1.3265984786850331,2,2,39.99318181818182,,0.386109
group,2,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,7.813883908319111,-1.5660345380990885,2,2,39.99318181818182,,0.405834
group,2,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,40.6995735168457,16.253128051757812,2,2,,,0.728395
group,2,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,1.9754924062281898,-4.859927074973792,2,2,,,0.350166
group,2,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,26.856349757113115,-33.854594446750184,2,2,,,0.251257
group,2,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,86.39492753623188,33.24966171837518,2,2,,,0.830313
group,2,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.615040953090097,-2.7354880068783585,2,2,26.31751054852321,,0.26664
group,2,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,7.256762540660846,-2.1231559057573546,2,2,26.31751054852321,,0.370903
group,2,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,28.765653610229492,4.319210052490234,2,2,,,0.553956
group,2,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,7.518981763948207,0.6835622827462249,2,2,,,0.523505
group,2,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,93.00880515249204,32.29786094862873,2,2,,,0.748995
group,2,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,16.878691141260973,-36.26657467659573,2,2,,,0.162834
group,2,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.4591216216216214,-3.8914073383468337,2,2,21.475168918918918,,0.168622
group,2,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.705804526517284,-0.6741139199009165,2,2,21.475168918918918,,0.461755
group,2,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,44.54534912109375,20.09890365600586,2,2,,,0.784609
group,2,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,0.7019374887195625,-6.1334819924824195,2,2,,,0.310344
group,2,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,24.521023228462216,-36.189920975401094,2,2,,,0.233686
group,2,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,35.90386624869383,-17.24139956916287,2,2,,,0.34551
group,2,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,4.303030303030303,-2.0474986569381524,2,2,32.57445887445888,,0.324979
group,2,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.590883458646617,-1.7890349877715832,2,2,32.57445887445888,,0.391852
group,2,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,40.978458404541016,16.532014846801758,2,2,,,0.732471
group,2,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,1.207280462832263,-5.628139018369719,2,2,,,0.326145
group,2,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,99.8798076923077,39.16886348844439,2,2,,,0.800694
group,2,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,17.775377969762417,-35.36988784809428,2,2,,,0.171444
group,2,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,3.121283255086072,-3.2292457048823837,2,2,29.691792731698836,,0.224771
group,2,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,9.457452574525746,0.07753412810754501,2,2,29.691792731698836,,0.508882
group,2,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,29.606521606445312,5.160078048706055,2,2,,,0.566247
group,2,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,10.003478567868417,3.1680590866664344,2,2,,,0.601192
group,2,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,30.940747154873826,-29.77019704898948,2,2,,,0.281989
group,2,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,26.273073331896864,-26.87219248595984,2,2,,,0.253037
group,2,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,2.9,-3.4505289599684557,2,2,28.416666666666664,,0.206007
group,2,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,9.79188689217759,0.4119684457593902,2,2,28.416666666666664,,0.52985
group,2,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,43.622467041015625,19.176023483276367,2,2,,,0.771119
group,2,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,3.947784375171807,-2.8876351060301753,2,2,,,0.411838
group,2,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,23.892358013678262,-36.818586190185044,2,2,,,0.228956
group,2,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,24.25198690977092,-28.893278908085783,2,2,,,0.233631
group,2,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,4.968888888888889,-1.3816400710795667,2,2,59.57777777777778,,0.381442
group,2,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,12.015503875968992,2.635585429550792,2,2,59.57777777777778,,0.669266
group,2,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,62.509002685546875,38.06256103515625,2,2,,,1.0
group,2,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,6.775982509465152,-0.05943697173683038,2,2,,,0.500272
group,2,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,97.5,36.789055796136694,2,2,,,0.782788
group,2,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,61.773795177128946,8.628529359272246,2,2,,,0.593906
group,2,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,9.430170987313844,3.079642027345389,2,2,91.46276889134032,,0.759744
group,2,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.69451038301996,0.31459193660176066,2,2,91.46276889134032,,0.523745
group,2,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.508364200592041,-17.938079833984375,2,2,,,0.228619
group,2,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,6.437455579246624,-0.39796390195535825,2,2,,,0.489687
group,2,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,32.75871610403985,-27.95222809982346,2,2,,,0.295667
group,2,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,76.92418068070941,23.77891486285271,2,2,,,0.739377
group,2,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.530505952380953,4.179976992412497,2,2,96.91815476190476,,0.853049
group,2,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.201877398749296,-0.17804104766890472,2,2,96.91815476190476,,0.492858
group,2,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,12.647737503051758,-11.7987060546875,2,2,,,0.318359
group,2,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,3.978048330566316,-2.8573711506356663,2,2,,,0.412784
group,2,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,99.61544660413242,38.90450240026911,2,2,,,0.798704
group,2,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,51.42700293651413,-1.718262881342575,2,2,,,0.494559
group,2,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,7.200331001278869,0.8498020413104133,2,2,75.88358534567065,,0.570661
group,2,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.53964612607593,1.1597276796577294,2,2,75.88358534567065,,0.576733
group,2,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,9.304691314697266,-15.141752243041992,2,2,,,0.269493
group,2,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,6.96741127550527,0.13199179430328822,2,2,,,0.506258
group,2,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,100.0,39.289055796136694,2,2,,,0.801598
group,2,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,12.612803368742506,-40.5324624491142,2,2,,,0.121874
group,2,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.587715855572998,-1.7628131043954571,2,2,20.48469387755102,,0.34912
group,2,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.465954241596837,-4.913964204821363,2,2,20.48469387755102,,0.195925
group,2,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,32.689144134521484,8.242700576782227,2,2,,,0.611306
group,2,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.7586828025933592,-6.076736678608623,2,2,,,0.312118
group,2,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,33.81527052081577,-26.89567368304753,2,2,,,0.303617
group,2,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,49.62843102001678,-3.516834797839927,2,2,,,0.47729
group,2,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,6.531652084405558,0.18112312443710277,2,2,26.522902727740608,,0.513959
group,2,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.032630278961643,-5.347288167456558,2,2,26.522902727740608,,0.168757
group,2,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,21.74711036682129,-2.6993331909179688,2,2,,,0.451365
group,2,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,1.3965953143435024,-5.438824166858479,2,2,,,0.332065
group,2,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,33.23186906467187,-27.47907513919144,2,2,,,0.299227
group,2,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,71.33970429138118,18.194438473524478,2,2,,,0.685756
group,2,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.732431779763342,0.3819028197948868,2,2,26.890243902439025,,0.530985
group,2,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,3.997010211769987,-5.382908234648214,2,2,26.890243902439025,,0.166523
group,2,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,27.02515983581543,2.578716278076172,2,2,,,0.528515
group,2,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.5159424903177887,-6.319476990884194,2,2,,,0.304528
group,2,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.3585357509408,38.6475915470775,2,2,,,0.796771
group,2,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,61.20710567719488,8.061839859338178,2,2,,,0.588465
group,2,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,5.370014798718693,-0.9805141612497623,2,2,36.37290897851376,,0.415456
group,2,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.748557347564533,-2.6313610988536675,2,2,36.37290897851376,,0.33904
group,2,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,10.623699188232422,-13.822744369506836,2,2,,,0.288773
group,2,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,14.461170030790285,7.625750549588302,2,2,,,0.740579
group,2,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,28.82420091324201,-31.886743290621297,2,2,,,0.266063
group,2,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,79.35172935172935,26.20646353387265,2,2,,,0.762685
group,2,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,8.16067415730337,1.8101451973349154,2,2,51.88993871297242,,0.652095
group,2,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.351351662521875,-3.028566783896325,2,2,51.88993871297242,,0.314136
group,2,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,16.80782127380371,-7.638622283935547,2,2,,,0.379167
group,2,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,11.777254566210045,4.941835085008063,2,2,,,0.656656
group,2,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.77678571428572,39.06584151042241,2,2,,,0.799918
group,2,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,60.53256670958575,7.387300891729051,2,2,,,0.581988
group,2,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,9.13096692422808,2.7804379642596233,2,2,65.42545734966252,,0.734373
group,2,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.15709330911756,-2.222825137300641,2,2,65.42545734966252,,0.364654
group,2,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,7.96989631652832,-16.476547241210938,2,2,,,0.249983
group,2,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,13.554190240452616,6.718770759250635,2,2,,,0.712219
group,2,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,29.678860198226396,-31.03208400563691,2,2,,,0.272494
group,2,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,82.9925925925926,29.847326774735897,2,2,,,0.797644
group,2,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,11.206923076923076,4.856394116954621,2,2,88.95302197802198,,0.910407
group,2,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.935394044921209,-1.444524401496992,2,2,88.95302197802198,,0.413452
group,2,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,14.249844551086426,-10.196599006652832,2,2,,,0.341777
group,2,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,5.685315597287428,-1.150103883914554,2,2,,,0.466168
group,2,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.55260936491385,38.84166516105054,2,2,,,0.798232
group,2,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,73.40399414806204,20.258728330205336,2,2,,,0.705577
group,2,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,7.690870568294176,1.34034160832572,2,2,60.991266067140636,,0.612257
group,2,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,7.903942238832066,-1.4759762075861338,2,2,60.991266067140636,,0.41148
group,2,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,7.005062103271484,-17.441381454467773,2,2,,,0.23588
group,2,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,22.781667411490144,15.946247930288163,2,2,,,1.0
group,2,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,26.18684114867321,-34.524103055190096,2,2,,,0.24622
group,2,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,97.31432360742704,44.169057789570346,2,2,,,0.935158
group,2,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,11.726251003478726,5.375722043510271,2,2,96.96209080367495,,0.954445
group,2,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.232625364683898,-1.1472930817343032,2,2,96.96209080367495,,0.432088
group,2,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,11.67637825012207,-12.770065307617188,2,2,,,0.304161
group,2,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,10.835952701691363,4.000533220489381,2,2,,,0.627222
group,2,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,95.60570071258908,34.89475650872577,2,2,,,0.768535
group,2,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,87.24180911680912,34.09654329895242,2,2,,,0.838444
group,2,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,10.156035574402921,3.8055066144344663,2,2,52.13074869197318,,0.821295
group,2,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,5.132442877552908,-4.247475568865292,2,2,52.13074869197318,,0.237713
group,2,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,7.528193950653076,-16.918251037597656,2,2,,,0.243526
group,2,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,37.60905760905761,30.773638127855627,2,2,,,1.0
group,2,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,33.92665892665893,-26.784285277204376,2,2,,,0.304455
group,2,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,95.56207233626589,42.41680651840918,2,2,,,0.918333
group,2,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,14.666666666666668,8.31613770669821,2,2,74.97708333333333,,1.0
group,2,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,5.101746201013063,-4.278172245405137,2,2,74.97708333333333,,0.235788
group,2,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,11.969483375549316,-12.476960182189941,2,2,,,0.308445
group,2,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,22.699822699822704,15.864403218620721,2,2,,,0.998192
group,2,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,99.60943472740206,38.898490523538754,2,2,,,0.798659
group,2,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,19.209380234505865,-33.93588558335084,2,2,,,0.185213
group,2,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.0034007179293405,-4.3471282420391155,2,2,39.233893822029096,,0.129978
group,2,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,19.57640687544149,10.196488429023288,2,2,39.233893822029096,,1.0
group,2,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,26.0767765045166,1.6303329467773438,2,2,,,0.514652
group,2,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,2.070826934710782,-4.764592546491199,2,2,,,0.353147
group,2,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,26.836728720290363,-33.87421548357294,2,2,,,0.251109
group,2,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,43.360739979445015,-9.784525838411689,2,2,,,0.417109
group,2,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.630174081237911,-3.7203548787305447,2,2,47.889748549323016,,0.183127
group,2,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,18.451026990324223,9.071108543906023,2,2,47.889748549323016,,1.0
group,2,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,31.678306579589844,7.231863975524902,2,2,,,0.59653
group,2,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,1.1604882572624509,-5.674931223939532,2,2,,,0.324682
group,2,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.22483590018645,38.51389169632314,2,2,,,0.795765
group,2,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,70.1142082598319,16.968942441975194,2,2,,,0.673989
group,2,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,6.2213828936850515,-0.12914606628340364,2,2,33.14720223820943,,0.48765
group,2,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.352968082838498,-4.026950363579703,2,2,33.14720223820943,,0.251539
group,2,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,13.970660209655762,-10.475783348083496,2,2,,,0.337696
group,2,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,4.144637703368835,-2.690781777833147,2,2,,,0.417993
group,2,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,31.19808747356484,-29.512856730298466,2,2,,,0.283925
group,2,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,82.14488188976378,28.99961607190707,2,2,,,0.789505
group,2,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,8.396011802779364,2.045482842810909,2,2,42.511945554921,,0.672051
group,2,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.076095624590193,-4.303822821828007,2,2,42.511945554921,,0.23418
group,2,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,26.434040069580078,1.9875974655151367,2,2,,,0.519874
group,2,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,2.6030588163177732,-4.232360664884209,2,2,,,0.36979
group,2,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,100.0,39.289055796136694,2,2,,,0.801598
group,2,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,19.922194922194922,-33.22307089566178,2,2,,,0.192057
group,2,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,4.958295660036167,-1.3922332999322888,2,2,76.35736889692586,,0.380544
group,2,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,15.395482174220898,6.015563727802697,2,2,76.35736889692586,,0.881184
group,2,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,22.459430694580078,-1.987013816833496,2,2,,,0.461777
group,2,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,1.8952190827190827,-4.940200398482899,2,2,,,0.347656
group,2,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,32.61029200023037,-28.100652203632933,2,2,,,0.29455
group,2,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,54.33943089430895,1.19416507645224,2,2,,,0.522523
group,2,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.489109848484849,0.13858088851639305,2,2,90.60606060606061,,0.510352
group,2,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,14.035561877667142,4.655643431248941,2,2,90.60606060606061,,0.79592
group,2,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,19.76927947998047,-4.677163124084473,2,2,,,0.422455
group,2,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,1.4823187237228588,-5.353100757479123,2,2,,,0.334745
group,2,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,96.69464951972692,35.98370531586362,2,2,,,0.776728
group,2,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,30.940100186788932,-22.20516563106777,2,2,,,0.297849
group,2,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.477707749766573,0.1271787897981178,2,2,87.69281045751634,,0.509385
group,2,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,13.54044789550342,4.160529449085218,2,2,87.69281045751634,,0.764877
group,2,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,14.036717414855957,-10.4097261428833,2,2,,,0.338662
group,2,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,5.751700140245032,-1.08371934095695,2,2,,,0.468244
group,2,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,16.713075687716934,-43.99786851614637,2,2,,,0.174938
group,2,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,49.050632911392405,-4.094632906464298,2,2,,,0.471742
group,2,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,8.011351351351351,1.660822391382896,2,2,118.76486486486488,,0.639433
group,2,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,14.899418016194332,5.519499569776132,2,2,118.76486486486488,,0.850082
group,2,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,34.96714782714844,10.52070426940918,2,2,,,0.644604
group,2,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,1.6750735036279771,-5.160345977574005,2,2,,,0.340773
baseline,2,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,61.69176766894193,,69,69,,,0.513363
baseline,2,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,51.4979005100643,,69,69,,,0.49524
baseline,2,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,5.803701305345476,,69,69,48.87974179683512,,0.452231
baseline,2,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,8.906127849113846,,69,69,48.87974179683512,,0.474315
baseline,2,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,27.330625534057617,,69,69,,,0.53298
baseline,2,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,6.8932423408511845,,69,69,,,0.503939
group,2,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,88.159953190441,26.468185521499066,2,2,,,0.712512
group,2,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,45.77796413366017,-5.719936376404128,2,2,,,0.440318
group,2,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.629143897996357,-1.174557407349118,2,2,69.13940497874924,,0.352633
group,2,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,14.937427249240553,6.031299400126709,2,2,69.13940497874924,,0.852465
group,2,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,12.15472412109375,-15.17590045928955,2,2,,,0.311153
group,2,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,19.735911435360688,12.842669094509503,2,2,,,0.905514
group,2,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,32.869142351900976,-28.822625317040956,2,2,,,0.296498
group,2,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,63.85564304461942,12.357742534555122,2,2,,,0.613896
group,2,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.1016995614035086,-0.7020017439419668,2,2,75.37966008771929,,0.392704
group,2,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,14.78591443951668,5.879786590402837,2,2,75.37966008771929,,0.842965
group,2,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,15.590527534484863,-11.740097999572754,2,2,,,0.361374
group,2,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,8.278072502210433,1.3848301613592477,2,2,,,0.547241
group,2,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,33.08456385379463,-28.6072038151473,2,2,,,0.298119
group,2,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,38.758116883116884,-12.739783626947414,2,2,,,0.372915
group,2,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.559090909090909,-0.24461039625456626,2,2,30.07840909090909,,0.431489
group,2,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,5.4110222467365325,-3.4951056023773117,2,2,30.07840909090909,,0.255179
group,2,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,35.10679626464844,7.776172637939453,2,2,,,0.646645
group,2,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,0.4482292943831405,-6.445013046468045,2,2,,,0.302411
group,2,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,34.61713143791444,-27.074636231027494,2,2,,,0.30965
group,2,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,10.520552560646902,-40.97734794941739,2,2,,,0.101785
group,2,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,5.097222222222222,-0.706479083123253,2,2,60.208333333333336,,0.392324
group,2,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,11.670840787119857,2.7647129380060136,2,2,60.208333333333336,,0.647657
group,2,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,57.07659912109375,29.7459716796875,2,2,,,0.967779
group,2,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.0,-6.893242340851185,2,2,,,0.288395
group,2,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,99.73574340929402,38.04397574035209,2,2,,,0.79961
group,2,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,77.01823465004632,25.520334139982026,2,2,,,0.74028
group,2,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.331323125812509,-1.4723781795329665,2,2,21.532698974433046,,0.327379
group,2,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.0223520520869664,-3.8837757970268774,2,2,21.532698974433046,,0.23081
group,2,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,17.45831871032715,-9.872306823730469,2,2,,,0.388676
group,2,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,4.205065907059875,-2.6881764337913108,2,2,,,0.419882
group,2,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,99.46949228864122,37.77772461969929,2,2,,,0.797606
group,2,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,45.31232222095801,-6.185578289106285,2,2,,,0.435847
group,2,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,3.3653259210813165,-2.438375384264159,2,2,23.428275561369087,,0.245465
group,2,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.019423546748362,-1.8867043023654824,2,2,23.428275561369087,,0.356023
group,2,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,25.475055694580078,-1.8555688858032227,2,2,,,0.505857
group,2,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,4.7724586288416075,-2.120783712009578,2,2,,,0.437624
group,2,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,31.005271444324748,-30.68649622461718,2,2,,,0.282474
group,2,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,50.02655160969134,-1.4713489003729627,2,2,,,0.481112
group,2,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,4.581003289473684,-1.2226980158717913,2,2,35.38500548245614,,0.348551
group,2,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,7.821365388677652,-1.0847624604361923,2,2,35.38500548245614,,0.406303
group,2,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,45.92894744873047,18.598323822021484,2,2,,,0.804833
group,2,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,2.4722245240083374,-4.4210178168428484,2,2,,,0.365699
group,2,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,33.42379747565397,-28.267970193287955,2,2,,,0.300671
group,2,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,80.24922520661157,28.75132469654727,2,2,,,0.771303
group,2,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,2.9390168970814132,-2.864684408264062,2,2,23.66973886328725,,0.209315
group,2,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.05817610062893,-0.8479517484849133,2,2,23.66973886328725,,0.42115
group,2,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,32.322845458984375,4.992218971252441,2,2,,,0.605952
group,2,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,6.155165826899927,-0.738076513951258,2,2,,,0.48086
group,2,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,99.50372208436724,37.81195441542531,1,1,,,0.797864
group,2,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,14.962593516209477,-36.53530699385482,1,1,,,0.144437
group,2,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.559322033898305,-3.2443792714471704,1,1,22.372881355932204,,0.177119
group,2,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.741721854304636,-0.1644059948092078,1,1,22.372881355932204,,0.464007
group,2,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,43.181819915771484,15.851194381713867,1,1,,,0.764678
group,2,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,0.7444168734491315,-6.1488254674020535,1,1,,,0.311672
group,2,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,34.6233862959285,-27.068381373013427,2,2,,,0.309697
group,2,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,29.217416521667083,-22.280483988397215,2,2,,,0.281308
group,2,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,3.386941056910569,-2.4167602484349064,2,2,24.257367886178862,,0.247298
group,2,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.145291398531677,-1.760836450582166,2,2,24.257367886178862,,0.363914
group,2,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,43.107139587402344,15.776512145996094,2,2,,,0.763586
group,2,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,1.153922542204568,-5.739319798646617,2,2,,,0.324477
group,2,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,97.36808211306399,35.676314444122056,2,2,,,0.781795
group,2,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,12.58688267572511,-38.911017834339184,2,2,,,0.121626
group,2,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.9912280701754383,-2.812473235170037,2,2,26.192105263157895,,0.213743
group,2,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,8.753921568627451,-0.15220628048639284,2,2,26.192105263157895,,0.464772
group,2,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,47.13511657714844,19.804489135742188,2,2,,,0.822464
group,2,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,6.572116432520261,-0.321125908330925,2,2,,,0.493897
group,2,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,32.15971382055533,-29.532053848386596,2,2,,,0.29116
group,2,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,19.143249295672902,-32.354651214391396,2,2,,,0.184578
group,2,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,2.692592592592592,-3.111108712752883,2,2,20.88888888888889,,0.188419
group,2,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,7.7435064935064934,-1.1626213556073504,2,2,20.88888888888889,,0.401421
group,2,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,63.457427978515625,36.126800537109375,2,2,,,1.0
group,2,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,2.7983151857328497,-4.094927155118336,2,2,,,0.375895
group,2,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,31.70066157561004,-29.991106093331886,2,2,,,0.287706
group,2,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,26.978698456126637,-24.51920205393766,2,2,,,0.259812
group,2,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,3.939655172413793,-1.8640461329316822,2,2,38.84127789046653,,0.294166
group,2,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,9.742440283199894,0.8363124340860502,2,2,38.84127789046653,,0.52675
group,2,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,59.132904052734375,31.802276611328125,2,2,,,0.997836
group,2,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,6.171555048972181,-0.7216872918790043,2,2,,,0.481372
group,2,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.6359601775219,37.94419250857996,2,2,,,0.798859
group,2,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,67.29133439659755,15.793433886533254,2,2,,,0.646884
group,2,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,9.060117500541477,3.2564161951960013,2,2,82.34652507039203,,0.728365
group,2,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.101186106854364,0.19505825774052,2,2,82.34652507039203,,0.486545
group,2,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.041221618652344,-21.289403915405273,2,2,,,0.221791
group,2,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,9.646155691495743,2.7529133506445564,2,2,,,0.590019
group,2,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,32.45920745920746,-29.23256020973447,2,2,,,0.293414
group,2,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,80.9074074074074,29.409506897343107,2,2,,,0.777623
group,2,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.816279069767443,5.012577764421967,2,2,103.17906976744186,,0.877282
group,2,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.55392377691684,0.6477959278029957,2,2,103.17906976744186,,0.51493
group,2,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,13.22637939453125,-14.104246139526367,2,2,,,0.326817
group,2,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,5.396270396270396,-1.496971944580789,2,2,,,0.45713
group,2,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,94.4122383252818,32.72047065633988,2,2,,,0.759555
group,2,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,40.237525962420904,-11.26037454764339,2,2,,,0.38712
group,2,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,6.800597060624617,0.9968957552791418,2,2,76.740776178812,,0.536765
group,2,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,11.255422955771735,2.34929510665789,2,2,76.740776178812,,0.621611
group,2,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,13.60191535949707,-13.728710174560547,2,2,,,0.332306
group,2,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,4.155579527747812,-2.7376628131033733,2,2,,,0.418335
group,2,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,99.65197215777263,37.9602044888307,2,2,,,0.798979
group,2,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,10.688674007587675,-40.80922650247662,2,2,,,0.103399
group,2,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.43186638388123,-1.3718349214642451,2,2,21.211293743372217,,0.335904
group,2,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.810070479804825,-4.096057369309019,2,2,21.211293743372217,,0.217501
group,2,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,39.386234283447266,12.055608749389648,2,2,,,0.709198
group,2,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.4717902184650019,-6.421452122386183,2,2,,,0.303147
group,2,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,34.094834609744176,-27.596933059197752,2,2,,,0.30572
group,2,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,32.38015138772077,-19.117749122343525,2,2,,,0.311676
group,2,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,5.0625,-0.7412013053454753,2,2,18.57175925925926,,0.38938
group,2,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,3.671364046973803,-5.234763802140041,2,2,18.57175925925926,,0.146106
group,2,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,55.197021484375,27.86639404296875,2,2,,,0.940305
group,2,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.2770083102493075,-6.616234030601878,2,2,,,0.297057
group,2,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,34.6328164542401,-27.05895121470183,2,2,,,0.309768
group,2,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,59.15032679738562,7.6524262873213225,2,2,,,0.568716
group,2,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.567150377009532,0.7634490716640565,2,2,26.645611039977236,,0.516969
group,2,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.052954965662969,-4.853172883450875,2,2,26.645611039977236,,0.170031
group,2,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,28.590007781982422,1.259383201599121,2,2,,,0.551388
group,2,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.8351355082133162,-6.058106832637869,2,2,,,0.314509
group,2,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.75465287591328,38.06288520697136,2,2,,,0.799752
group,2,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,59.55281605027798,8.054915540213681,2,2,,,0.572581
group,2,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,5.900988142292491,0.09728683694701479,2,2,36.641106719367585,,0.460481
group,2,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.222617752284746,-2.683510096829098,2,2,36.641106719367585,,0.306064
group,2,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,11.404492378234863,-15.926133155822754,2,2,,,0.300186
group,2,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,17.363420427553443,10.470178086702258,2,2,,,0.831329
group,2,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,34.64283152836549,-27.04893614057644,2,2,,,0.309843
group,2,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,78.96076669661575,27.46286618655145,2,2,,,0.758932
group,2,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,7.405240282105954,1.601538976760478,2,2,44.57561095620797,,0.588037
group,2,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.017250992713819,-2.888876856400024,2,2,44.57561095620797,,0.293188
group,2,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,18.626853942871094,-8.70377254486084,2,2,,,0.405756
group,2,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,13.390829328934469,6.497586988083285,2,2,,,0.70711
group,2,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.87654320987654,38.184775540934616,2,2,,,0.800669
group,2,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,58.415841584158414,6.91794107409412,2,2,,,0.561664
group,2,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,9.088477141661663,3.2847758363161885,2,2,63.7943477232622,,0.73077
group,2,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.021404718496322,-1.8847231306175214,2,2,63.7943477232622,,0.356147
group,2,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,8.178875923156738,-19.151748657226562,2,2,,,0.253037
group,2,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,12.7322454467669,5.8390031059157135,2,2,,,0.686517
group,2,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,33.1141646966115,-28.577602972330425,2,2,,,0.298342
group,2,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,77.15478452154784,25.656884011483548,2,2,,,0.741591
group,2,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,10.643481989708405,4.839780684362929,2,2,84.67152658662093,,0.862629
group,2,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.955225575521922,-0.9509022735919221,2,2,84.67152658662093,,0.414695
group,2,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,13.15012264251709,-14.180502891540527,2,2,,,0.325702
group,2,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,6.299251379038613,-0.5939909618125725,2,2,,,0.485365
group,2,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,87.79303744191142,26.101269772969488,2,2,,,0.709751
group,2,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,73.12881097560975,21.630910465545455,2,2,,,0.702935
group,2,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,5.508474576271187,-0.29522672907428893,2,2,44.994915254237284,,0.427197
group,2,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.16892291366634,-0.7372049354475054,2,2,44.994915254237284,,0.428094
group,2,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,12.174280166625977,-15.15634536743164,2,2,,,0.311438
group,2,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,21.104411298000635,14.21116895714945,2,2,,,0.948305
group,2,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,26.715506715506713,-34.976260953435215,2,2,,,0.250197
group,2,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,90.16355140186916,38.66565089180486,2,2,,,0.866498
group,2,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,9.393144822956872,3.5894435176113966,2,2,78.80651115959054,,0.756605
group,2,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.387418167348427,-0.5187096817654169,2,2,78.80651115959054,,0.441793
group,2,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,17.888582229614258,-9.44204330444336,2,2,,,0.394965
group,2,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,13.70840028878176,6.815157947930576,2,2,,,0.717041
group,2,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,99.59072160564698,37.89895393670505,2,2,,,0.798518
group,2,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,80.7126167389549,29.21471622889061,2,2,,,0.775752
group,2,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,8.060352252650176,2.256650947304701,2,2,34.17749558303887,,0.643588
group,2,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,4.2254212969138525,-4.680706552199991,2,2,34.17749558303887,,0.180844
group,2,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,13.128644943237305,-14.201980590820312,2,2,,,0.325388
group,2,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,28.62291108559765,21.72966874474647,2,2,,,1.0
group,2,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,36.10188261351052,-25.58988505543141,2,2,,,0.320822
group,2,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,92.51893939393939,41.02103888387509,2,2,,,0.889114
group,2,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,12.306905370843989,6.503204065498514,2,2,57.93913043478261,,1.0
group,2,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,4.69394865641822,-4.212179192695624,2,2,57.93913043478261,,0.21022
group,2,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,18.975322723388672,-8.355303764343262,2,2,,,0.41085
group,2,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,20.068626463975303,13.175384123124118,2,2,,,0.915917
group,2,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,99.75840764702454,38.066639978082605,2,2,,,0.79978
group,2,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,15.213304283656043,-36.284596226408254,2,2,,,0.146844
group,2,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.247708894878706,-3.5559924104667693,2,2,40.94474393530997,,0.150695
group,2,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,18.243777056277054,9.337649207163212,2,2,40.94474393530997,,1.0
group,2,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,33.940940856933594,6.610316276550293,2,2,,,0.629603
group,2,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,0.984437838783004,-5.908804502068182,2,2,,,0.319177
group,2,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,29.430185051670275,-32.26158261727166,2,2,,,0.270623
group,2,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,41.39176430440223,-10.106136205662068,2,2,,,0.398203
group,2,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.2158385093167703,-3.587862796028705,2,2,37.116977225672876,,0.147992
group,2,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,16.47888888888889,7.572761039775045,2,2,37.116977225672876,,0.949112
group,2,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,29.659948348999023,2.3293228149414062,2,2,,,0.567028
group,2,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,1.2987262677241047,-5.59451607312708,2,2,,,0.329005
group,2,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.62002016633846,37.928252497396535,2,2,,,0.798739
group,2,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,70.98772587794068,19.489825367876385,2,2,,,0.682376
group,2,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,4.54849860906562,-1.2552026962798561,2,2,23.727151857306495,,0.345794
group,2,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.228979281095598,-3.6771485680182456,2,2,23.727151857306495,,0.243765
group,2,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,20.835826873779297,-6.494799613952637,2,2,,,0.438045
group,2,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,3.752089381543063,-3.141152959308122,2,2,,,0.405718
group,2,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,32.93298938148659,-28.758778287455335,2,2,,,0.296978
group,2,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,83.26972010178118,31.771819591716877,2,2,,,0.800305
group,2,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,7.246101364522417,1.4424000591769417,2,2,39.039961013645225,,0.574542
group,2,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.4020557751564,-3.504072073957443,2,2,39.039961013645225,,0.254617
group,2,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,22.591127395629883,-4.739498138427734,2,2,,,0.463702
group,2,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,3.684084228208051,-3.2091581126431343,2,2,,,0.403592
group,2,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,99.71751412429379,38.02574645535186,2,2,,,0.799472
group,2,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,21.484694922194926,-30.013205587869372,2,2,,,0.20706
group,2,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.069246031746031,-0.7344552735994436,2,2,75.00198412698413,,0.389952
group,2,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,14.786454811809781,5.880326962695937,2,2,75.00198412698413,,0.842999
group,2,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,25.00910758972168,-2.3215179443359375,2,2,,,0.499046
group,2,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,2.3222374917290174,-4.571004849122168,2,2,,,0.361009
group,2,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,33.949966620990125,-27.741801047951803,2,2,,,0.30463
group,2,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,54.1971916971917,2.6992911871274003,2,2,,,0.521158
group,2,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,5.728571428571428,-0.07512987677404714,2,2,80.46394557823129,,0.445861
group,2,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,14.062572590011614,5.15644474089777,2,2,80.46394557823129,,0.797613
group,2,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,21.69524383544922,-5.635380744934082,2,2,,,0.450607
group,2,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,1.2921190400899478,-5.6011233007612375,2,2,,,0.328798
group,2,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,96.75649323707577,35.06472556813384,2,2,,,0.777193
group,2,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,32.78762091546721,-18.71027959459709,2,2,,,0.315588
group,2,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.420969441517387,0.6172681361719112,2,2,84.51791359325605,,0.504574
group,2,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,13.140946975507491,4.234819126393647,2,2,84.51791359325605,,0.739829
group,2,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,12.105438232421875,-15.225187301635742,2,2,,,0.310432
group,2,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,6.083520039830719,-0.8097223010204662,2,2,,,0.47862
group,2,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,25.75523817920009,-35.93652948974184,2,2,,,0.242972
group,2,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,49.15584415584415,-2.342056354220148,2,2,,,0.472752
group,2,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,5.811282051282051,0.007580745936575539,2,2,71.0551282051282,,0.452874
group,2,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,12.298060528559251,3.3919326794454063,2,2,71.0551282051282,,0.686982
group,2,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,31.961666107177734,4.631041526794434,2,2,,,0.600672
group,2,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,1.1923653354491757,-5.70087700540201,2,2,,,0.325679
baseline,3,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,55.288054646323694,,70,70,,,0.46518
baseline,3,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,54.56986222956892,,70,70,,,0.524736
baseline,3,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.723520645428065,,70,70,57.382164699793854,,0.530229
baseline,3,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.145167681965491,,70,70,57.382164699793854,,0.489302
baseline,3,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,23.626623153686523,,70,70,,,0.478838
baseline,3,0,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,6.560153409961916,,70,70,,,0.493523
group,3,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,99.74293059125964,44.45487594493594,1,1,,,0.799664
group,3,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,43.04123711340206,-11.52862511616685,1,1,,,0.414041
group,3,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.981927710843373,-1.7415929345846903,1,1,67.89759036144578,,0.382548
group,3,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.628778718258767,4.483611036293276,1,1,67.89759036144578,,0.770415
group,3,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,11.578387260437012,-12.048237800598145,1,1,,,0.302728
group,3,0,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,15.681233933161954,9.121080523200039,1,1,,,0.778729
group,3,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,26.789958407605464,-28.49809623871823,2,2,,,0.250758
group,3,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,64.42577030812325,9.855908078554332,2,2,,,0.61937
group,3,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,6.542963885429639,-0.1805567599984248,2,2,86.88605230386052,,0.514919
group,3,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,13.311624649859944,4.166456967894453,2,2,86.88605230386052,,0.750531
group,3,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,21.79933738708496,-1.8272876739501953,2,2,,,0.452129
group,3,0,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,4.997516145057129,-1.562637264904786,2,2,,,0.444661
group,3,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,29.41367022999676,-25.874384416326933,2,2,,,0.270499
group,3,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,54.900236984939994,0.3303747553710785,2,2,,,0.527908
group,3,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,6.197514542570069,-0.5260061028579948,2,2,42.9276837652036,,0.485626
group,3,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,7.010556383507203,-2.134611298458288,2,2,42.9276837652036,,0.355467
group,3,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,24.621435165405273,0.9948101043701172,2,2,,,0.493379
group,3,0,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,1.0200683670071427,-5.540085042954772,2,2,,,0.320291
group,3,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,30.684221934866613,-24.60383271145708,2,2,,,0.280058
group,3,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,16.93458538914531,-37.6352768404236,2,2,,,0.163371
group,3,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,5.804953560371517,-0.9185670850565466,2,2,76.21052631578948,,0.452338
group,3,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,13.120833333333334,3.9756656513678426,2,2,76.21052631578948,,0.738568
group,3,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,47.312156677246094,23.68553352355957,2,2,,,0.825051
group,3,0,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.13192612137203166,-6.428227288589883,2,2,,,0.29252
group,3,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,73.99896265560166,18.710908009277965,2,2,,,0.605963
group,3,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,83.26227143523822,28.692409205669307,2,2,,,0.800234
group,3,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,5.1936997422481515,-1.5298209031799122,2,2,27.966878115787686,,0.400505
group,3,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.367805683619758,-3.777361998345733,2,2,27.966878115787686,,0.252469
group,3,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,18.902904510498047,-4.723720550537109,2,2,,,0.409791
group,3,0,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,5.582065467957584,-0.9780879420043311,2,2,,,0.46294
group,3,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,88.47586767895879,33.18781303263509,2,2,,,0.714889
group,3,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,33.79689297246359,-20.772969257105323,2,2,,,0.325279
group,3,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.108163265306122,-2.6153573801219414,2,2,32.39251700680272,,0.308455
group,3,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,8.002113241952681,-1.143054440012809,2,2,32.39251700680272,,0.417635
group,3,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,28.364925384521484,4.738299369812012,2,2,,,0.548098
group,3,0,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,3.310956992943365,-3.24919641701855,2,2,,,0.391925
group,3,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,24.056675515734753,-31.23137913058894,2,2,,,0.230192
group,3,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,65.5668241178105,10.99696188824159,2,2,,,0.630326
group,3,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,5.918262653898768,-0.8052579915292948,2,2,61.435020519835845,,0.461946
group,3,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,9.738441834312132,0.5932741523466416,2,2,61.435020519835845,,0.526499
group,3,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,29.859088897705078,6.232464790344238,2,2,,,0.569939
group,3,0,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,1.5783142525302805,-4.981839157431635,2,2,,,0.337747
group,3,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,30.940384829273718,-24.347669817049976,2,2,,,0.281986
group,3,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,73.82072731497618,19.250865085407277,2,2,,,0.709578
group,3,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.021123693379791,-3.7023969520482725,2,2,29.87641550522648,,0.216278
group,3,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,9.889947986256919,0.744780304291428,2,2,29.87641550522648,,0.535998
group,3,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,34.07758331298828,10.450956344604492,2,2,,,0.631601
group,3,0,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,5.686241797352908,-0.8739116126090063,2,2,,,0.466197
group,3,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,86.59767006448928,31.309615418165592,2,2,,,0.700757
group,3,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,14.337766290073791,-40.232095939495125,2,2,,,0.138437
group,3,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.6419327006039692,-4.081587944824094,2,2,23.097497842968075,,0.184124
group,3,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.76004947433519,-0.3851182076303017,2,2,23.097497842968075,,0.465156
group,3,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,35.072021484375,11.445396423339844,2,2,,,0.646136
group,3,0,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,1.9105758125721828,-4.649577597389732,2,2,,,0.348136
group,3,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,30.87101866468567,-24.417035981638023,2,2,,,0.281464
group,3,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,25.730994152046783,-28.83886807752213,2,2,,,0.247832
group,3,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,2.3355437665782492,-4.387976878849814,2,2,18.46021220159151,,0.158143
group,3,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.776908023483367,-1.3682596584821245,2,2,18.46021220159151,,0.403515
group,3,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,63.047542572021484,39.42091751098633,2,2,,,1.0
group,3,0,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,1.1073451573962299,-5.452808252565685,2,2,,,0.32302
group,3,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,64.57388991674375,9.285835270420066,2,2,,,0.535048
group,3,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,14.461771713233702,-40.10809051633521,2,2,,,0.139628
group,3,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,3.289408866995074,-3.4341117784329898,2,2,34.54187192118226,,0.239028
group,3,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.750873515024459,1.605705833058967,2,2,34.54187192118226,,0.589977
group,3,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,45.306663513183594,21.680036544799805,2,2,,,0.795737
group,3,0,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,4.748526160648489,-1.8116272493134256,2,2,,,0.436876
group,3,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,30.007731777605958,-25.280322868717736,2,2,,,0.274968
group,3,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,23.512880562060886,-31.056981667508026,2,2,,,0.226534
group,3,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.14,-3.5835206454280635,2,2,38.4,,0.226358
group,3,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,12.257959714100064,3.112792032134574,2,2,38.4,,0.684468
group,3,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,33.9782600402832,10.351634979248047,2,2,,,0.630149
group,3,0,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,2.9820060448443098,-3.578147365117605,2,2,,,0.381639
group,3,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,25.397297297297296,-29.8907573490264,2,2,,,0.240279
group,3,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,17.318744473916887,-37.251117755652025,2,2,,,0.16706
group,3,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,5.971739130434782,-0.7517815149932807,2,2,81.59565217391304,,0.466481
group,3,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,13.62376539446409,4.4785977124985985,2,2,81.59565217391304,,0.770101
group,3,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,40.71614074707031,17.08951759338379,2,2,,,0.728637
group,3,0,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,2.718633540372671,-3.8415198695892436,2,2,,,0.373403
group,3,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.86263736263737,44.57458271631367,2,2,,,0.800564
group,3,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,66.67493112947659,12.105068899907671,2,2,,,0.640966
group,3,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,9.347251585623678,2.623730940195615,2,2,86.10207137823417,,0.752713
group,3,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.200351820070193,0.05518413810470246,2,2,86.10207137823417,,0.492762
group,3,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.247386932373047,-17.37923812866211,2,2,,,0.224805
group,3,0,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,12.28131868131868,5.7211652713567664,2,2,,,0.672417
group,3,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,25.54862414955686,-29.739430496766833,2,2,,,0.241418
group,3,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,92.59975255180947,38.029890322240554,2,2,,,0.88989
group,3,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,11.307961022246737,4.584440376818673,2,2,104.30570876999448,,0.918975
group,3,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.222663075916323,0.07749539395083271,2,2,104.30570876999448,,0.494161
group,3,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,10.527450561523438,-13.099174499511719,2,2,,,0.287367
group,3,0,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,5.292332827634496,-1.2678205823274187,2,2,,,0.45388
group,3,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,62.652355830452976,7.364301184129282,2,2,,,0.52059
group,3,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,70.5118411000764,15.941978870507484,2,2,,,0.677807
group,3,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,9.464930555555554,2.7414099101274916,2,2,95.19930555555555,,0.762692
group,3,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.152817081573492,1.0076493996080007,2,2,95.19930555555555,,0.55248
group,3,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,6.786357879638672,-16.840267181396484,2,2,,,0.232683
group,3,0,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,8.682543419405238,2.122390009443323,2,2,,,0.559888
group,3,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,99.85955056179776,44.57149591547406,2,2,,,0.800541
group,3,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,12.535896645077276,-42.03396558449164,2,2,,,0.121136
group,3,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.721860465116279,-2.001660180311785,2,2,24.98139534883721,,0.360495
group,3,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,5.273684210526316,-3.8714834714391753,2,2,24.98139534883721,,0.246568
group,3,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,41.81425476074219,18.18762969970703,2,2,,,0.744688
group,3,0,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.7675168812706745,-5.79263652869124,2,2,,,0.312394
group,3,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,30.592295345104333,-24.69575930121936,2,2,,,0.279367
group,3,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,45.94339622641509,-8.62646600315382,2,2,,,0.441907
group,3,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,6.153316106804479,-0.5702045386235843,2,2,26.896856158484063,,0.481878
group,3,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.360413030831879,-4.784754651133612,2,2,26.896856158484063,,0.189308
group,3,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,25.199403762817383,1.5727791786193848,2,2,,,0.501828
group,3,0,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,1.2760834670947032,-5.2840699428672115,2,2,,,0.328297
group,3,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,31.800986842105264,-23.48706780421843,2,2,,,0.288461
group,3,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,58.82173382173383,4.251871592164914,2,2,,,0.565561
group,3,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.092577652279145,-0.6309429931489188,2,2,23.163372327551432,,0.476727
group,3,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,3.8297308856428476,-5.315436796322643,2,2,23.163372327551432,,0.156035
group,3,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,37.95728302001953,14.330657958984375,2,2,,,0.688311
group,3,0,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,1.5666118421052633,-4.993541567856651,2,2,,,0.337381
group,3,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.79591836734693,44.50786372102324,2,2,,,0.800062
group,3,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,58.126162463774385,3.556300234205473,2,2,,,0.558883
group,3,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,5.776822916666667,-0.9466977287613969,2,2,38.048828125,,0.449952
group,3,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.626868392271236,-2.518299289694255,2,2,38.048828125,,0.33141
group,3,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,9.140586853027344,-14.486038208007812,2,2,,,0.267095
group,3,0,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,13.23407463249152,6.6739212225296045,2,2,,,0.702209
group,3,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,31.127133500840134,-24.16092114548356,2,2,,,0.283391
group,3,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,79.06845637583893,24.498594146270015,2,2,,,0.759966
group,3,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,8.159445028011206,1.4359243825831411,2,2,54.14066876750701,,0.651991
group,3,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.6290498436221785,-2.5161178383433125,2,2,54.14066876750701,,0.331547
group,3,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,12.193069458007812,-11.433555603027344,2,2,,,0.311713
group,3,0,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,10.8186350121834,4.258481602221485,2,2,,,0.626681
group,3,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,100.0,44.711945353676306,2,2,,,0.801598
group,3,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,56.71650222188747,2.1466399923185584,2,2,,,0.545347
group,3,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.70782604576247,3.9843054003344074,2,2,72.3945355061822,,0.868085
group,3,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,6.746875347148585,-2.3982923348169063,2,2,72.3945355061822,,0.338934
group,3,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,7.831814765930176,-15.79481029510498,2,2,,,0.247964
group,3,0,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,12.64291632145816,6.0827629114962445,2,2,,,0.683724
group,3,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,31.67223796033994,-23.615816685983752,2,2,,,0.287492
group,3,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,81.75411784683308,27.184255617264164,2,2,,,0.785753
group,3,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,12.968377911993098,6.244857266565034,2,2,92.86035375323554,,1.0
group,3,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.165554410940796,-1.9796132710246952,2,2,92.86035375323554,,0.365185
group,3,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,11.437934875488281,-12.188690185546875,2,2,,,0.300675
group,3,0,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,7.374220963172805,0.8140675532108901,2,2,,,0.518978
group,3,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,95.90361445783132,40.61555981150763,2,2,,,0.770776
group,3,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,66.82599425804912,12.25613202848021,2,2,,,0.642416
group,3,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,5.924685756011057,-0.7988348894170065,2,2,51.04248161477077,,0.462491
group,3,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.61407166269036,-0.5310960192751297,2,2,51.04248161477077,,0.456004
group,3,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,10.522124290466309,-13.104500770568848,2,2,,,0.287289
group,3,0,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,14.997190600441806,8.437037190479892,2,2,,,0.757339
group,3,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,28.075380914194067,-27.212673732129627,2,2,,,0.260429
group,3,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,95.83333333333333,41.26347110376442,2,2,,,0.920938
group,3,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,11.16124119550733,4.437720550079265,2,2,89.70478774033884,,0.906534
group,3,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.041958041958042,-1.1032096400074494,2,2,89.70478774033884,,0.420133
group,3,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,13.82680892944336,-9.799816131591797,2,2,,,0.335594
group,3,0,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,13.309343034904565,6.74918962494265,2,2,,,0.704562
group,3,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,99.72144307210712,44.43338842578342,2,2,,,0.799502
group,3,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,82.87050023375409,28.300638004185174,2,2,,,0.796472
group,3,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,9.764604810996563,3.0410841655685,2,2,57.26329896907217,,0.788103
group,3,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,5.852491780292041,-3.2926759016734497,2,2,57.26329896907217,,0.282858
group,3,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,7.263792037963867,-16.36283302307129,2,2,,,0.239661
group,3,0,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,34.62939143640843,28.06923802644652,2,2,,,1.0
group,3,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,30.953984880952987,-24.334069765370703,3,3,,,0.282088
group,3,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,90.30481390868584,35.734951679116925,3,3,,,0.867854
group,3,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,14.743709293709294,8.02018864828123,3,3,72.64508599508599,,1.0
group,3,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,4.925111136337633,-4.220056545627858,3,3,72.64508599508599,,0.224713
group,3,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,16.84140396118164,-6.785221099853516,3,3,,,0.379658
group,3,0,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,19.840282754139952,13.280129344178036,3,3,,,0.908777
group,3,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,82.2757024265645,26.9876477802408,2,2,,,0.668238
group,3,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,15.839530892448513,-38.7303313371204,2,2,,,0.152857
group,3,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.462209302325581,-4.2613113431024825,2,2,41.89498546511628,,0.168884
group,3,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,17.03713768115942,7.891969999193931,2,2,41.89498546511628,,0.984113
group,3,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,35.4100341796875,11.783409118652344,2,2,,,0.651077
group,3,0,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,0.33924010217113665,-6.220913307790778,2,2,,,0.299003
group,3,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,30.398622342018566,-24.889432304305128,2,2,,,0.27791
group,3,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,40.86087975013014,-13.70898247943877,2,2,,,0.393106
group,3,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.106699751861042,-4.616820893567021,2,2,31.526054590570723,,0.138738
group,3,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,14.887323943661972,5.742156261696481,2,2,31.526054590570723,,0.849324
group,3,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,37.083335876464844,13.456708908081055,2,2,,,0.675536
group,3,0,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.0,-6.560153409961915,2,2,,,0.288395
group,3,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,100.0,44.711945353676306,2,2,,,0.801598
group,3,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,72.39145936835158,17.821597138782664,2,2,,,0.695855
group,3,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,5.52046783625731,-1.203052809170754,2,2,26.772745818033457,,0.428214
group,3,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,4.853960160121998,-4.291207521843493,2,2,26.772745818033457,,0.220252
group,3,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,11.901960372924805,-11.724664688110352,2,2,,,0.307458
group,3,0,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,4.4061573640258604,-2.1539960459360548,2,2,,,0.42617
group,3,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,30.9941287637491,-24.293925882574595,2,2,,,0.28239
group,3,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,82.33082706766916,27.760964838100257,2,2,,,0.79129
group,3,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,7.127756052916215,0.404235407488152,2,2,38.2286379898494,,0.564507
group,3,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.370949003603812,-3.7742186783616796,2,2,38.2286379898494,,0.252667
group,3,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,21.25646209716797,-2.370162010192871,2,2,,,0.444193
group,3,0,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,2.1616341784516075,-4.398519231510307,2,2,,,0.355987
group,3,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,99.86111111111111,44.57305646478742,2,2,,,0.800553
group,3,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,21.617822067035455,-32.952040162533464,2,2,,,0.208338
group,3,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,4.958279569892473,-1.7652410755355907,2,2,74.17096774193548,,0.380542
group,3,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,14.927882787225702,5.782715105260212,2,2,74.17096774193548,,0.851867
group,3,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,16.966859817504883,-6.659764766693115,2,2,,,0.381492
group,3,0,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,1.5375586854460095,-5.022594724515905,2,2,,,0.336473
group,3,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,29.50063787133224,-25.787416774991453,2,2,,,0.271153
group,3,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,69.61538461538461,15.045522385815701,2,2,,,0.669199
group,3,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.588139603667553,-0.1353810417605099,2,2,88.90047323277138,,0.518749
group,3,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,13.521784939783686,4.376617257818194,2,2,88.90047323277138,,0.763707
group,3,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,18.043594360351562,-5.583030700683594,2,2,,,0.397231
group,3,0,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,3.4681975578640425,-3.0919558520978723,2,2,,,0.396841
group,3,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,58.72044622044622,3.4323915741225264,2,2,,,0.491006
group,3,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,41.32777198470629,-13.242090244862624,2,2,,,0.397589
group,3,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,8.033545986177565,1.3100253407495015,2,2,88.30877192982456,,0.641315
group,3,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,11.028613438301836,1.8834457563363438,2,2,88.30877192982456,,0.60739
group,3,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,14.066947937011719,-9.559677124023438,2,2,,,0.339104
group,3,0,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,4.76547262261548,-1.7946807873464352,2,2,,,0.437406
group,3,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,28.609293931874575,-26.67876071444912,2,2,,,0.264446
group,3,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,52.63157894736842,-1.9382832822004943,2,2,,,0.506125
group,3,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,8.203389830508474,1.4798691850804109,2,2,105.76271186440678,,0.655717
group,3,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,12.923752033564519,3.7785843515990267,2,2,105.76271186440678,,0.726212
group,3,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,17.34505844116211,-6.281566143035889,2,2,,,0.38702
group,3,0,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,2.6797127603579214,-3.8804406496039934,2,2,,,0.372186
baseline,3,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,62.153296612077575,,70,70,,,0.516835
baseline,3,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,52.16028125117001,,70,70,,,0.5016
baseline,3,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,5.986951892330684,,70,70,53.59512576665108,,0.467771
baseline,3,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.52349656806182,,70,70,53.59512576665108,,0.513023
baseline,3,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,26.639169692993164,,70,70,,,0.522873
baseline,3,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,6.573101177423644,,70,70,,,0.493928
group,3,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,98.66372335999262,36.510426747915034,2,2,,,0.791544
group,3,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,54.1198822076565,1.959600956486483,2,2,,,0.520415
group,3,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,5.150453291939826,-0.8364986003908599,2,2,72.20412173654574,,0.396838
group,3,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,14.029899322169058,4.506402754107238,2,2,72.20412173654574,,0.795565
group,3,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,6.731259346008301,-19.907909393310547,2,2,,,0.231877
group,3,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,27.114095511072072,20.540994333648428,2,2,,,1.0
group,3,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,29.994270966593618,-32.15902564548396,2,2,,,0.274867
group,3,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,58.46938775510204,6.309106503932021,2,2,,,0.562178
group,3,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.199303405572755,-0.7876484867579299,2,2,72.49806501547988,,0.40098
group,3,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,13.942798554548583,4.4193019864867615,2,2,72.49806501547988,,0.790104
group,3,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,18.6575870513916,-7.9815826416015625,2,2,,,0.406205
group,3,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,9.982145439578165,3.40904426215452,2,2,,,0.600525
group,3,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,30.6124296618196,-31.540866950257975,2,2,,,0.279518
group,3,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,48.714232627276104,-3.446048623893912,2,2,,,0.468512
group,3,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.286850649350649,-0.7001012429800362,2,2,27.554545454545455,,0.408404
group,3,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,5.214108824555284,-4.309387743506537,2,2,27.554545454545455,,0.242833
group,3,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,33.78275680541992,7.143587112426758,2,2,,,0.627291
group,3,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,1.0655189704161792,-5.507582207007466,2,2,,,0.321713
group,3,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,31.256582653636073,-30.896713958441502,2,2,,,0.284365
group,3,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,53.27354822526026,1.1132669740902372,2,2,,,0.512289
group,3,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,4.752136752136752,-1.2348151401939333,2,2,48.43528693528694,,0.363062
group,3,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,10.675752505181496,1.1522559371196737,2,2,48.43528693528694,,0.585267
group,3,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,36.46885681152344,9.829689025878906,2,2,,,0.666554
group,3,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,4.441913439635535,-2.1311877377881103,2,2,,,0.427288
group,3,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,98.34268854346575,36.18939193138817,2,2,,,0.789128
group,3,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,81.23395229412421,29.073671042954196,2,2,,,0.780758
group,3,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.403253278828139,-1.583698613502547,2,2,23.847879407256002,,0.333478
group,3,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.42211130514275,-4.101385262919071,2,2,23.847879407256002,,0.255874
group,3,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,19.445220947265625,-7.193948745727539,2,2,,,0.417718
group,3,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,1.832181922855498,-4.740919254568147,2,2,,,0.345685
group,3,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,96.72871867780344,34.57542206572587,2,2,,,0.776984
group,3,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,34.04847379717743,-18.11180745399259,2,2,,,0.327695
group,3,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.255882843791722,-1.731069048538963,2,2,35.743032376502,,0.320981
group,3,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,8.402485718044122,-1.121010850017698,2,2,35.743032376502,,0.442738
group,3,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,26.172832489013672,-0.4663372039794922,2,2,,,0.516056
group,3,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,2.0908121556779813,-4.482289021745665,2,2,,,0.353772
group,3,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,29.849187935034802,-32.30410867704278,2,2,,,0.273776
group,3,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,54.06770833333333,1.9074270821633128,2,2,,,0.519914
group,3,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,4.708058608058607,-1.2788932842720775,2,2,44.7032967032967,,0.359324
group,3,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,9.42860584911931,-0.09489071894251211,2,2,44.7032967032967,,0.507073
group,3,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,27.081043243408203,0.44187450408935547,2,2,,,0.529332
group,3,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,1.2320185614849188,-5.341082615938726,2,2,,,0.326919
group,3,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,29.950087708193934,-32.20320890388364,2,2,,,0.274535
group,3,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,73.51754739814442,21.35726614697439,2,2,,,0.706667
group,3,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,2.614554050600562,-3.3723978417301232,2,2,24.9932915921288,,0.181802
group,3,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,9.53432930705658,0.01083273899475845,2,2,24.9932915921288,,0.513702
group,3,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,34.155242919921875,7.516073226928711,2,2,,,0.632736
group,3,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,5.522300787866731,-1.0508003895569136,2,2,,,0.461071
group,3,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,98.2310276378073,36.07773102572972,2,2,,,0.788288
group,3,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,12.525718536338314,-39.6345627148317,2,2,,,0.121038
group,3,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.9737539766702015,-3.013197915660484,2,2,26.863732767762457,,0.212261
group,3,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.902679873602334,-0.6208166944594877,2,2,26.863732767762457,,0.474099
group,3,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,55.31525421142578,28.676084518432617,2,2,,,0.942033
group,3,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,0.0,-6.573101177423645,2,2,,,0.288395
group,3,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,32.59398496240601,-29.559311649671564,2,2,,,0.294428
group,3,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,25.540950455005053,-26.619330796164967,2,2,,,0.246007
group,3,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,2.6123470522803114,-3.374604840050374,2,2,20.294771968854285,,0.181615
group,3,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.765931372549019,-1.757565195512802,2,2,20.294771968854285,,0.402827
group,3,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,60.177467346191406,33.538299560546875,2,2,,,1.0
group,3,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,0.0,-6.573101177423645,2,2,,,0.288395
group,3,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,99.32975871313673,37.17646210105915,2,2,,,0.796555
group,3,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,6.794702311006659,-45.36557894016336,2,2,,,0.06601
group,3,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.8741830065359477,-3.1127688857947375,2,2,29.599673202614383,,0.203818
group,3,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.305690072639226,0.7821935045774042,2,2,29.599673202614383,,0.562065
group,3,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,56.777809143066406,30.138641357421875,2,2,,,0.963412
group,3,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,0.986643479941067,-5.586457697482578,2,2,,,0.319246
group,3,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,31.350827571757804,-30.80246904031977,2,2,,,0.285074
group,3,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,21.033173461231016,-31.127107789939004,2,2,,,0.202725
group,3,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,4.4125,-1.5744518923306852,2,2,55.916666666666664,,0.334262
group,3,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,12.528735632183908,3.0052390641220867,2,2,55.916666666666664,,0.701445
group,3,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,61.11425018310547,34.47508239746094,2,2,,,1.0
group,3,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,1.8057301487534045,-4.76737102867024,2,2,,,0.344858
group,3,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,32.70612624310208,-29.4471703689755,2,2,,,0.295271
group,3,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,9.93308960474581,-42.22719164642421,2,2,,,0.096144
group,3,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,7.025,1.038048107669315,2,2,124.54166666666666,,0.555794
group,3,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,17.264711017984983,7.741214449923162,2,2,124.54166666666666,,0.998381
group,3,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,78.22030639648438,51.58114242553711,2,2,,,1.0
group,3,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,1.8226015876294743,-4.75049958979417,2,2,,,0.345386
group,3,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.78586723768737,37.63257062560979,2,2,,,0.799987
group,3,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,61.48279569892473,9.322514447754713,2,2,,,0.591112
group,3,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.225669699122346,2.2387178067916595,2,2,84.85715185957514,,0.657607
group,3,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,10.32075404107248,0.7972574730106583,2,2,84.85715185957514,,0.563009
group,3,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,4.7784199714660645,-21.860748291015625,2,2,,,0.203333
group,3,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,10.132119914346895,3.5590187369232495,2,2,,,0.605214
group,3,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,29.380822096280376,-32.7724745157972,2,2,,,0.270252
group,3,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,70.73584905660377,18.575567805433757,2,2,,,0.679958
group,3,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,8.454819863680623,2.4678679713499374,2,2,80.33544303797468,,0.677038
group,3,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.503946477519683,-0.019550090542137077,2,2,80.33544303797468,,0.511797
group,3,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,19.338302612304688,-7.300868034362793,2,2,,,0.416155
group,3,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,3.5225718194254445,-3.0505293579982005,2,2,,,0.398542
group,3,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,99.7287708186723,37.57547420659472,2,2,,,0.799557
group,3,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,39.404983895575526,-12.755297355594497,2,2,,,0.379126
group,3,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,6.687299270072993,0.7003473777423075,2,2,87.24075425790754,,0.527158
group,3,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,12.996308330988205,3.4728117629263835,2,2,87.24075425790754,,0.730761
group,3,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,11.615266799926758,-15.023902893066406,2,2,,,0.303267
group,3,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,5.600516068496365,-0.9725851089272806,2,2,,,0.463517
group,3,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,99.86945169712794,37.71615508505036,2,2,,,0.800616
group,3,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,14.549499599960697,-37.61078165120932,2,2,,,0.14047
group,3,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.272933379839554,-1.714018512491132,2,2,19.70125566794559,,0.322427
group,3,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.58203933747412,-4.941457230587702,2,2,19.70125566794559,,0.203204
group,3,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,45.858890533447266,19.219722747802734,2,2,,,0.803809
group,3,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.5256931659888421,-6.047408011434802,2,2,,,0.304833
group,3,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,29.95186192906477,-32.201434683012806,2,2,,,0.274548
group,3,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,38.90537866522756,-13.25490258594246,2,2,,,0.374329
group,3,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,4.8375,-1.1494518923306853,2,2,21.4125,,0.370301
group,3,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.405200534759358,-5.118296033302463,2,2,21.4125,,0.192116
group,3,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,43.148529052734375,16.509357452392578,2,2,,,0.764191
group,3,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.5719414615297925,-6.001159715893852,2,2,,,0.306279
group,3,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,29.68069873997709,-32.472597872100486,2,2,,,0.272508
group,3,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,86.09914668833808,33.93886543716806,2,2,,,0.827473
group,3,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.176075268817204,0.18912337648651922,2,2,25.246807795698924,,0.483808
group,3,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.086263159137044,-5.437233408924778,2,2,25.246807795698924,,0.172119
group,3,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,33.96753692626953,7.328365325927734,2,2,,,0.629992
group,3,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.5555555555555556,-6.01754562186809,2,2,,,0.305767
group,3,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.8,37.64670338792242,2,2,,,0.800093
group,3,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,63.38704098691416,11.226759735744139,2,2,,,0.609396
group,3,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.816793893129772,0.8298420007990859,2,2,44.61881426541768,,0.538138
group,3,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.538197676619591,-2.9852988914422305,2,2,44.61881426541768,,0.325851
group,3,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,7.563502311706543,-19.075668334960938,2,2,,,0.244042
group,3,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,21.636363636363633,15.06326245893999,2,2,,,0.964939
group,3,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,33.197938170604274,-28.955358441473297,2,2,,,0.298972
group,3,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,72.65313204927989,20.49285079810987,2,2,,,0.698367
group,3,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,6.815055449759157,0.8281035574284723,2,2,42.92371457376498,,0.537991
group,3,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.297467358817052,-3.226029209244769,2,2,42.92371457376498,,0.310757
group,3,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,15.84809684753418,-10.791072845458984,2,2,,,0.365139
group,3,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,5.854486836404414,-0.7186143410192307,2,2,,,0.471458
group,3,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.77553282611981,37.62223621404224,2,2,,,0.799909
group,3,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,52.08168843000303,-0.07859282116698907,2,2,,,0.500845
group,3,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,9.565601234846774,3.578649342516088,2,2,64.72537836006325,,0.771228
group,3,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,6.759443217267786,-2.7640533507940352,2,2,64.72537836006325,,0.339722
group,3,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,8.277031898498535,-18.362136840820312,2,2,,,0.254472
group,3,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,4.040409129843301,-2.5326920475803436,2,2,,,0.414734
group,3,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,33.34523601699174,-28.808060595085834,2,2,,,0.30008
group,3,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,75.96364328542876,23.80336203425874,2,2,,,0.730154
group,3,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,10.919368421052631,4.932416528721946,2,2,77.74315789473684,,0.886023
group,3,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.115491396615799,-2.408005171446022,2,2,77.74315789473684,,0.362046
group,3,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,13.582475662231445,-13.056694030761719,2,2,,,0.332022
group,3,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,3.270592965249454,-3.302508212174191,2,2,,,0.390663
group,3,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.46695095948827,37.3136543474107,2,2,,,0.797587
group,3,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,63.133889440172,10.973608189001979,2,2,,,0.606966
group,3,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,5.035330261136712,-0.9516216311939729,2,2,45.4341053212021,,0.387076
group,3,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,9.096864522251405,-0.42663204581041647,2,2,45.4341053212021,,0.486274
group,3,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,11.654104232788086,-14.985065460205078,2,2,,,0.303835
group,3,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,12.65194740759117,6.078846230167524,2,2,,,0.684006
group,3,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,30.958071278825997,-31.195225333251578,2,2,,,0.282119
group,3,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,92.32694925140969,40.16666800023967,2,2,,,0.88727
group,3,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,8.563455303381195,2.5765034110505103,2,2,70.76404006484483,,0.68625
group,3,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.208314944269056,-1.3151816237927663,2,2,70.76404006484483,,0.430564
group,3,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,14.321258544921875,-12.317911148071289,2,2,,,0.342821
group,3,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,11.350104821802933,4.777003644379289,2,2,,,0.643299
group,3,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,99.86842105263158,37.715124440554,2,2,,,0.800608
group,3,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,75.48109058927,23.320809338099984,2,2,,,0.725521
group,3,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,9.372710622710622,3.385758730379937,2,2,57.17307692307692,,0.754872
group,3,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,6.1199998202990225,-3.403496747762799,2,2,57.17307692307692,,0.299631
group,3,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,7.740548133850098,-18.898622512817383,2,2,,,0.24663
group,3,1,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,23.5,16.926898822576355,2,2,,,1.0
group,3,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,31.643467442843054,-30.50982916923452,2,2,,,0.287276
group,3,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,94.3650002930317,42.204719041861686,2,2,,,0.906839
group,3,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,13.344138900040145,7.357187007709459,2,2,74.55355948079753,,1.0
group,3,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,5.58384427262637,-3.9396522954354505,2,2,74.55355948079753,,0.266015
group,3,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,12.154181480407715,-14.48498821258545,2,2,,,0.311145
group,3,1,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,21.923266513309233,15.350165335885588,2,2,,,0.97391
group,3,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,99.85875706214689,37.70546045006932,2,2,,,0.800535
group,3,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,12.511938486442736,-39.64834276472729,2,2,,,0.120906
group,3,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.084978070175439,-3.9019738221552465,2,2,41.65021929824562,,0.136896
group,3,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,19.676327885597548,10.152831317535727,2,2,41.65021929824562,,1.0
group,3,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,32.48058319091797,5.8414154052734375,2,2,,,0.608257
group,3,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.1428571428571428,-5.430244034566503,2,2,,,0.324131
group,3,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,31.670136343644625,-30.48316026843295,2,2,,,0.287477
group,3,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,36.97496197496197,-15.185319276208045,2,2,,,0.355794
group,3,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.017857142857143,-3.9690947494735425,2,2,29.19642857142857,,0.131204
group,3,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,14.473684210526315,4.950187642464495,2,2,29.19642857142857,,0.823389
group,3,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,37.727989196777344,11.088817596435547,2,2,,,0.684959
group,3,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.0,-6.573101177423645,2,2,,,0.288395
group,3,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.86559139784947,37.71229478577189,2,2,,,0.800587
group,3,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,85.73045822102426,33.57017696985424,2,2,,,0.823932
group,3,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,8.115577703949796,2.128625811619112,2,2,32.50841638981174,,0.648271
group,3,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,3.998430366532099,-5.5250662015297225,2,2,32.50841638981174,,0.166612
group,3,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,9.176918029785156,-17.46225357055664,2,2,,,0.267626
group,3,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,6.54531490015361,-0.027786277270035686,2,2,,,0.493059
group,3,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,31.230463415374345,-30.92283319670323,2,2,,,0.284168
group,3,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,84.61718020541551,32.45689895424548,2,2,,,0.813243
group,3,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,8.115860849056604,2.1289089567259185,2,2,37.09669811320755,,0.648295
group,3,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,4.565258439695906,-4.958238128365915,2,2,37.09669811320755,,0.202151
group,3,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,21.35856056213379,-5.280609130859375,2,2,,,0.445686
group,3,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,3.723710964765865,-2.8493902126577804,2,2,,,0.404831
group,3,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,100.0,37.846703387922425,2,2,,,0.801598
group,3,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,23.431652806652806,-28.728628444517213,2,2,,,0.225754
group,3,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,4.820329053969837,-1.1666228383608486,2,2,66.74872242303377,,0.368845
group,3,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,13.84669694822069,4.323200380158869,2,2,66.74872242303377,,0.784078
group,3,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,18.566123962402344,-8.07304573059082,2,2,,,0.404868
group,3,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,17.75272869022869,11.179627512805045,2,2,,,0.843502
group,3,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,30.175451269332946,-31.97784534274463,2,2,,,0.27623
group,3,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,65.71592311761594,13.555641866445917,2,2,,,0.631758
group,3,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.11300505050505,0.12605315817436535,2,2,80.97537878787878,,0.478459
group,3,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,13.295014527693592,3.7715179596317716,2,2,80.97537878787878,,0.749489
group,3,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,20.386558532714844,-6.252612113952637,2,2,,,0.431478
group,3,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,11.492218663969886,4.919117486546241,2,2,,,0.647743
group,3,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,97.04777031366626,34.89447370158869,2,2,,,0.779385
group,3,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,36.26859207106918,-15.891689180100844,2,2,,,0.349012
group,3,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.655457395269307,0.6685055029386224,2,2,91.00819321744086,,0.524458
group,3,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,13.68282823408294,4.159331666021118,2,2,91.00819321744086,,0.773804
group,3,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,11.528560638427734,-15.11060905456543,2,2,,,0.302
group,3,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,3.113662795743721,-3.459438381679924,2,2,,,0.385756
group,3,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,29.45470671963629,-32.698589892441284,2,2,,,0.270807
group,3,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,46.51668197122743,-5.643599279942595,2,2,,,0.447411
group,3,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,6.265222482435597,0.2782705901049116,2,2,92.7195550351288,,0.491367
group,3,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,14.75216482532099,5.228668257259169,2,2,92.7195550351288,,0.840849
group,3,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,17.197607040405273,-9.44156265258789,2,2,,,0.384865
group,3,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,3.2565167512906035,-3.3165844261330415,2,2,,,0.390222
baseline,3,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,62.75629197435124,,72,72,,,0.521372
baseline,3,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,46.62802915546749,,72,72,,,0.44848
baseline,3,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,5.8350630794717855,,72,72,49.92282471874959,,0.454891
baseline,3,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.307447869440425,,72,72,49.92282471874959,,0.499477
baseline,3,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,28.069955825805664,,72,72,,,0.543787
baseline,3,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,5.976509071930611,,72,72,,,0.475273
group,3,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,98.4480431848853,35.69175121053404,3,3,,,0.789921
group,3,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,41.77385364068666,-4.85417551478083,3,3,,,0.401872
group,3,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.49732565163503,-1.3377374278367549,3,3,60.31161193104722,,0.341455
group,3,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.430130922262977,4.122683052822553,3,3,60.31161193104722,,0.757961
group,3,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,10.95396900177002,-17.115983963012695,3,3,,,0.293601
group,3,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,12.558203440607775,6.581694368677163,3,3,,,0.681075
group,3,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,29.840023700192564,-32.91626827415868,2,2,,,0.273707
group,3,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,46.51363692459583,-0.11439223087165828,2,2,,,0.447382
group,3,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,4.661405598570578,-1.1736574809012077,2,2,63.23406789755807,,0.355368
group,3,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,13.608773377337734,4.3013255078973085,2,2,63.23406789755807,,0.769161
group,3,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,25.067773818969727,-3.0021800994873047,2,2,,,0.499904
group,3,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,6.018038479895982,0.04152940796537141,2,2,,,0.476572
group,3,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,32.1470632643817,-30.609228709969543,2,2,,,0.291065
group,3,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,35.90736411455289,-10.720665040914593,2,2,,,0.345543
group,3,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.060714285714285,-0.7743487937575,2,2,31.225,,0.389229
group,3,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,6.169571886766141,-3.137875982674284,2,2,31.225,,0.302739
group,3,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,43.68330764770508,15.613353729248047,2,2,,,0.772008
group,3,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,0.8243998188132267,-5.152109253117384,2,2,,,0.314173
group,3,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,33.92827603019407,-28.828015944157176,2,2,,,0.304467
group,3,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,8.69828303456622,-37.92974612090127,2,2,,,0.084288
group,3,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,4.5,-1.3350630794717855,2,2,68.72222222222221,,0.341682
group,3,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,15.205324357405141,5.897876487964716,2,2,68.72222222222221,,0.869262
group,3,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,76.4032974243164,48.333343505859375,2,2,,,1.0
group,3,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.0,-5.976509071930611,2,2,,,0.288395
group,3,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,99.87405541561714,37.117763441265886,2,2,,,0.80065
group,3,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,74.35312024353121,27.725091088063714,2,2,,,0.71469
group,3,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.171042126273768,-1.664020953198017,2,2,22.044663304969006,,0.313787
group,3,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.295046046113936,-4.012401823326489,2,2,22.044663304969006,,0.247908
group,3,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,19.14527702331543,-8.924676895141602,2,2,,,0.413334
group,3,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,4.251061039991718,-1.7254480319388923,2,2,,,0.421321
group,3,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,99.39410470586131,36.63781273151007,2,2,,,0.797039
group,3,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,40.454076367389064,-6.173952788078427,2,2,,,0.3892
group,3,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,3.0430937675463223,-2.791969311925463,2,2,20.192616507580013,,0.218141
group,3,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,6.64663451330118,-2.6608133561392453,2,2,20.192616507580013,,0.332649
group,3,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,34.31840515136719,6.248449325561523,2,2,,,0.635121
group,3,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,2.3680245361578445,-3.6084845357727664,2,2,,,0.36244
group,3,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,35.049627791563275,-27.706664182787968,2,2,,,0.312904
group,3,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,48.937863483318026,2.3098343278505418,2,2,,,0.470659
group,3,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,4.324252136752137,-1.5108109427196483,2,2,33.73130341880342,,0.326779
group,3,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,7.783016172352705,-1.5244316970877199,2,2,33.73130341880342,,0.403898
group,3,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,43.94390106201172,15.87394905090332,2,2,,,0.775817
group,3,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,2.107301300849688,-3.869207771080923,2,2,,,0.354288
group,3,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,31.635638804135596,-31.120653170215647,2,2,,,0.287217
group,3,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,73.02989130434783,26.40186214888034,2,2,,,0.701985
group,3,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,2.939583333333333,-2.8954797461384523,2,2,27.4375,,0.209364
group,3,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,9.29598829971112,-0.011459569729306729,2,2,27.4375,,0.498758
group,3,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,25.433486938476562,-2.636467933654785,2,2,,,0.505249
group,3,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,5.701403732045446,-0.27510533988516483,2,2,,,0.466671
group,3,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,97.69525417126533,34.9389621969141,2,2,,,0.784257
group,3,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,8.326955456911065,-38.30107369855642,2,2,,,0.080723
group,3,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.340350877192982,-3.4947122022788033,2,2,19.62280701754386,,0.158551
group,3,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.41277483549992,-0.8946730339405051,2,2,19.62280701754386,,0.443383
group,3,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,65.81134033203125,37.74138641357422,2,2,,,1.0
group,3,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,2.2478315300008944,-3.7286775419297165,2,2,,,0.358682
group,3,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,31.04656294825113,-31.709729026100113,2,2,,,0.282785
group,3,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,20.106209579893793,-26.521819575573694,2,2,,,0.193824
group,3,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,3.7661654135338347,-2.0688976659379508,2,2,27.50375939849624,,0.279455
group,3,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.304654368108567,-2.0027935013318583,2,2,27.50375939849624,,0.373906
group,3,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,71.88914489746094,43.81919479370117,2,2,,,1.0
group,3,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,0.470715931242247,-5.505793140688364,2,2,,,0.303114
group,3,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,90.63492063492063,27.878628660569397,2,2,,,0.731134
group,3,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,7.837565825590143,-38.79046332987734,2,2,,,0.076024
group,3,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.711174242424242,-3.1238888370475433,2,2,27.926136363636363,,0.189995
group,3,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.211468604047742,0.9040207346073172,2,2,27.926136363636363,,0.556157
group,3,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,39.58490753173828,11.514951705932617,2,2,,,0.712102
group,3,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,4.4201135442011354,-1.5563955277294754,2,2,,,0.426607
group,3,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,32.22244897959184,-30.533842994759404,2,2,,,0.291632
group,3,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,19.079723248683074,-27.548305906784417,2,2,,,0.183968
group,3,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,2.7094594594594597,-3.125603620012326,2,2,27.797911547911546,,0.18985
group,3,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,10.130050505050505,0.82260263561008,2,2,27.797911547911546,,0.551052
group,3,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,51.815303802490234,23.745349884033203,2,2,,,0.890874
group,3,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,3.1204081632653065,-2.8561009086653044,2,2,,,0.385967
group,3,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,34.5921568627451,-28.164135111606146,2,2,,,0.309462
group,3,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,18.357804938069066,-28.27022421739842,2,2,,,0.177037
group,3,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,4.597480106100797,-1.2375829733709893,2,2,46.581564986737405,,0.349948
group,3,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,10.18535433070866,0.8779064612682355,2,2,46.581564986737405,,0.55452
group,3,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,59.337738037109375,31.26778221130371,2,2,,,1.0
group,3,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,3.9382352941176473,-2.0382737778129636,2,2,,,0.411539
group,3,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.75358422939068,36.99729225503944,2,2,,,0.799744
group,3,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,58.040774181154546,11.412745025687062,2,2,,,0.558063
group,3,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.720884113362658,2.885821033890873,2,2,79.11205559962501,,0.699599
group,3,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.080084555699699,-0.22736331374072716,2,2,79.11205559962501,,0.485222
group,3,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,7.512077331542969,-20.557876586914062,2,2,,,0.243291
group,3,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,9.265232974910393,3.288723902979783,2,2,,,0.578108
group,3,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,34.026878238341965,-28.729413736009274,2,2,,,0.305209
group,3,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,62.75058275058275,16.122553595115264,2,2,,,0.603285
group,3,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,9.058278867102397,3.223215787630611,2,2,83.01198257080611,,0.728209
group,3,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.244375772558715,-0.06307209688171067,2,2,83.01198257080611,,0.495522
group,3,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,19.90803337097168,-8.161920547485352,2,2,,,0.424483
group,3,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,4.074373920552677,-1.9021351513779339,2,2,,,0.415796
group,3,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,99.7667839534328,37.010491979081564,2,2,,,0.799843
group,3,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,42.74955538825789,-3.878473767209602,2,2,,,0.41124
group,3,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,6.987288135593221,1.152225056121435,2,2,73.24749614791988,,0.552596
group,3,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.553398760330579,1.2459508908901533,2,2,73.24749614791988,,0.577595
group,3,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,9.311711311340332,-18.758241653442383,2,2,,,0.269596
group,3,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,6.0424404335266395,0.06593136159602841,2,2,,,0.477335
group,3,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,100.0,37.24370802564876,2,2,,,0.801598
group,3,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,10.736457741501878,-35.89157141396561,2,2,,,0.103858
group,3,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.373086734693878,-1.461976344777908,2,2,20.40497448979592,,0.33092
group,3,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.691847644503842,-4.615600224936583,2,2,20.40497448979592,,0.210088
group,3,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,47.31670379638672,19.246747970581055,2,2,,,0.825118
group,3,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.351288056206089,-5.625221015724522,2,2,,,0.299379
group,3,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,32.2430882576333,-30.513203716717943,2,2,,,0.291788
group,3,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,39.51141552511415,-7.116613630353335,2,2,,,0.380148
group,3,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,4.942424242424242,-0.8926388370475431,2,2,21.178030303030305,,0.379198
group,3,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.514506633072809,-4.792941236367616,2,2,21.178030303030305,,0.198969
group,3,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,34.6671142578125,6.597160339355469,2,2,,,0.640218
group,3,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.5482872550508887,-5.428221816879722,2,2,,,0.305539
group,3,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,33.58704006327744,-29.169251911073797,2,2,,,0.3019
group,3,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,48.894332627118644,2.266303471651156,2,2,,,0.470241
group,3,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.072413793103449,0.23735071363166282,2,2,24.43362068965517,,0.475017
group,3,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.020099325337331,-5.287348544103094,2,2,24.43362068965517,,0.167971
group,3,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,41.472389221191406,13.402437210083008,2,2,,,0.739691
group,3,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.8603642930163492,-5.116144778914261,2,2,,,0.315298
group,3,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.1,36.34370802564876,2,2,,,0.794826
group,3,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,48.837684885312676,2.2096557298451884,2,2,,,0.469697
group,3,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,5.771556242559921,-0.06350683691186498,2,2,34.39083737540643,,0.449506
group,3,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,5.9577568658662265,-3.3496910035741982,2,2,34.39083737540643,,0.289458
group,3,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,11.966338157653809,-16.103614807128906,2,2,,,0.308399
group,3,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,12.959836065573771,6.98332699364316,2,2,,,0.693634
group,3,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,36.72125969535557,-26.03503227899567,3,3,,,0.325482
group,3,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,80.05563906968193,33.42760991421445,3,3,,,0.769444
group,3,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,7.8560324487048625,2.0209693692330766,3,3,48.493852534800816,,0.626263
group,3,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.178704476126863,-3.1287433933135618,3,3,48.493852534800816,,0.303311
group,3,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,11.960869789123535,-16.10908317565918,3,3,,,0.308319
group,3,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,10.09455725099123,4.118048179060619,3,3,,,0.60404
group,3,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.78066825775656,37.02437628340532,2,2,,,0.799948
group,3,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,49.257845835211086,2.629816679743602,2,2,,,0.473731
group,3,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,9.887080640966651,4.052017561494866,2,2,72.26083781783264,,0.798489
group,3,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.311861691325554,-1.995586178114872,2,2,72.26083781783264,,0.374358
group,3,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,7.477090835571289,-20.592863082885742,2,2,,,0.242779
group,3,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,12.827923627684964,6.851414555754353,2,2,,,0.689509
group,3,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,32.58106904231626,-30.175222932034984,2,2,,,0.294331
group,3,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,66.51208662078227,19.884057465314783,2,2,,,0.639402
group,3,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,11.411182922052488,5.576119842580702,2,2,82.82525460242852,,0.927728
group,3,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.254226843088803,-2.0532210263516224,2,2,82.82525460242852,,0.370744
group,3,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,13.904035568237305,-14.165918350219727,2,2,,,0.336722
group,3,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,3.770378619153675,-2.206130452776936,2,2,,,0.40629
group,3,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,92.14680114228346,29.39050916793223,2,2,,,0.74251
group,3,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,64.42694269426943,17.79891353880194,2,2,,,0.619381
group,3,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,6.2287345900545255,0.3936715105827395,2,2,50.445053076952135,,0.488273
group,3,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.109410724068514,-1.1980371453719107,2,2,50.445053076952135,,0.424362
group,3,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,9.397978782653809,-18.671974182128906,2,2,,,0.270857
group,3,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,16.919337809032413,10.942828737101802,2,2,,,0.817443
group,3,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,29.153897550111356,-33.60239442423989,2,2,,,0.268544
group,3,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,96.31396812080537,49.68593896533788,2,2,,,0.925553
group,3,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,11.199896694214875,5.36483361474309,2,2,85.45428719008265,,0.909811
group,3,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,7.637391469100615,-1.6700564003398104,2,2,85.45428719008265,,0.394768
group,3,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,12.157962799072266,-15.911991119384766,2,2,,,0.3112
group,3,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,10.839374122253274,4.862865050322663,2,2,,,0.627329
group,3,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,96.41441024454215,33.65811827019092,2,2,,,0.77462
group,3,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,80.10395378847038,33.47592463300289,2,2,,,0.769908
group,3,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,9.696526873317705,3.8614637938459184,2,2,49.31515151515151,,0.78233
group,3,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,5.076418816859672,-4.2310290525807535,2,2,49.31515151515151,,0.2342
group,3,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,8.006158828735352,-20.06379508972168,2,2,,,0.250513
group,3,2,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,36.28214669643596,30.305637624505344,2,2,,,1.0
group,3,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,34.26230034341468,-28.493991630936566,2,2,,,0.30698
group,3,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,86.73245614035088,40.104426984883396,2,2,,,0.833553
group,3,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,12.727415966386555,6.892352886914769,2,2,66.39233193277312,,1.0
group,3,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,5.18820247532279,-4.119245394117635,2,2,66.39233193277312,,0.241209
group,3,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,16.954967498779297,-11.114986419677734,2,2,,,0.381318
group,3,2,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,14.803245727416343,8.826736655485732,2,2,,,0.751275
group,3,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,97.8033635404982,35.04707156614695,2,2,,,0.78507
group,3,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,14.71377852767745,-31.91425062779004,2,2,,,0.142047
group,3,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.1761363636363633,-3.658926715835422,2,2,45.801767676767675,,0.144626
group,3,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,21.00373482726424,11.696286957823814,2,2,45.801767676767675,,1.0
group,3,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,31.731473922729492,3.661520004272461,2,2,,,0.597307
group,3,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,0.8292295751239898,-5.147279496806622,2,2,,,0.314324
group,3,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,34.415856520281594,-28.340435454069645,2,2,,,0.308136
group,3,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,36.63023822627565,-9.997790929191835,2,2,,,0.352484
group,3,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.3220470006184293,-3.513016078853356,2,2,35.5117501546073,,0.156998
group,3,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,15.311011648591268,6.003563779150842,2,2,35.5117501546073,,0.875888
group,3,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,34.54197692871094,6.472021102905273,2,2,,,0.638389
group,3,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.757067828807688,-5.2194412431229225,2,2,,,0.312068
group,3,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,100.0,37.24370802564876,2,2,,,0.801598
group,3,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,71.48348495333255,24.855455797865055,2,2,,,0.687136
group,3,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,5.70147960543855,-0.13358347403323556,2,2,28.927552652625966,,0.443563
group,3,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.120074696545284,-4.187373172895141,2,2,28.927552652625966,,0.236937
group,3,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,11.003523826599121,-17.066429138183594,2,2,,,0.294325
group,3,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,2.918614660163041,-3.05789441176757,2,2,,,0.379657
group,3,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,33.33609916425809,-29.420192810093155,2,2,,,0.300011
group,3,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,85.15049331834645,38.52246416287896,2,2,,,0.818364
group,3,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,6.799790111940299,0.9647270324685131,2,2,39.62342583955224,,0.536697
group,3,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.827101289162309,-3.4803465802781157,2,2,39.62342583955224,,0.281266
group,3,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,15.124218940734863,-12.945734977722168,2,2,,,0.354558
group,3,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,2.8299060078457403,-3.1466030640848706,2,2,,,0.376883
group,3,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,100.0,37.24370802564876,2,2,,,0.801598
group,3,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,16.81275948587306,-29.815269669594425,2,2,,,0.162201
group,3,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,4.450431034482759,-1.3846320449890266,2,2,79.28699712643677,,0.337479
group,3,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,17.76290463162482,8.455456762184395,2,2,79.28699712643677,,1.0
group,3,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,24.89324951171875,-3.1767044067382812,2,2,,,0.497353
group,3,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,1.3523745965335574,-4.624134475397053,2,2,,,0.330682
group,3,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,33.26277049089601,-29.493521483455233,2,2,,,0.29946
group,3,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,40.227727727727725,-6.400301427739759,2,2,,,0.387026
group,3,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,4.944565217391304,-0.8904978620804811,2,2,79.36141304347825,,0.379379
group,3,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,16.077332351760138,6.769884482319713,2,2,79.36141304347825,,0.923935
group,3,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,31.92951774597168,3.8595638275146484,2,2,,,0.600202
group,3,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,1.6658365155791688,-4.310672556351442,2,2,,,0.340484
group,3,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,95.3700047385879,32.61371276423665,2,2,,,0.766761
group,3,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,29.56198436821537,-17.066044787252117,2,2,,,0.284616
group,3,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,5.519247759686987,-0.3158153197847984,2,2,77.1713366149186,,0.428111
group,3,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,13.999001160477453,4.691553291037028,2,2,77.1713366149186,,0.793628
group,3,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,11.653032302856445,-16.416921615600586,2,2,,,0.303819
group,3,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,4.079134417943453,-1.897374653987158,2,2,,,0.415945
group,3,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,31.407807670541118,-31.348484303810125,2,2,,,0.285503
group,3,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,44.813793103448276,-1.8142360520192078,2,2,,,0.431061
group,3,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,7.717045454545454,1.8819823750736693,2,2,89.83778409090908,,0.614477
group,3,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,11.665470723306544,2.358022853866119,2,2,89.83778409090908,,0.64732
group,3,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,18.78268814086914,-9.287264823913574,2,2,,,0.408034
group,3,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,1.7312589787122894,-4.2452500932183215,2,2,,,0.342529
baseline,3,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,58.21551788338489,,70,70,,,0.487207
baseline,3,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,55.149637170691676,,70,70,,,0.530303
baseline,3,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.800333847242386,,70,70,60.36275803928968,,0.536743
baseline,3,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.424356202337107,,70,70,60.36275803928968,,0.506807
baseline,3,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,20.991056442260742,,70,70,,,0.440314
baseline,3,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,7.245582756159022,,70,70,,,0.514956
group,3,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,99.19028340080972,40.97476551742483,1,1,,,0.795506
group,3,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,46.73469387755102,-8.41494329314066,1,1,,,0.449505
group,3,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.356828193832599,-2.4435056534097868,1,1,58.72246696035242,,0.329541
group,3,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.478260869565217,4.05390466722811,1,1,58.72246696035242,,0.760978
group,3,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,9.227307319641113,-11.763751029968262,1,1,,,0.268362
group,3,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,17.20647773279352,9.960894976634496,1,1,,,0.826421
group,3,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,28.92862571385143,-29.28689216953346,2,2,,,0.266849
group,3,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,63.242167214817385,8.092530044125706,2,2,,,0.608005
group,3,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,6.111928651059086,-0.6884051961833002,2,2,86.46934225195095,,0.478368
group,3,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,14.125918485701815,4.701562283364709,2,2,86.46934225195095,,0.801585
group,3,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,21.80093002319336,0.8098716735839844,2,2,,,0.452152
group,3,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,9.553123575011401,2.3075408188523765,2,2,,,0.58711
group,3,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,33.967050507353775,-24.248467376031112,2,2,,,0.304759
group,3,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,47.57236227824463,-7.577274892447043,2,2,,,0.457548
group,3,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,6.112658227848101,-0.6876756193942843,2,2,40.208860759493675,,0.47843
group,3,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,6.582136080238547,-2.84222012209856,2,2,40.208860759493675,,0.328606
group,3,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,22.05294418334961,1.061884880065918,2,2,,,0.455836
group,3,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,1.7187321856116748,-5.526850570547349,2,2,,,0.342138
group,3,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,30.82889144038992,-27.38662644299497,2,2,,,0.281147
group,3,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,23.305322128851543,-31.844315041840133,2,2,,,0.224541
group,3,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,5.28,-1.5203338472423855,2,2,72.9,,0.407823
group,3,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,13.529135338345863,4.104779136008758,2,2,72.9,,0.764168
group,3,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,42.49391174316406,21.502851486206055,2,2,,,0.754623
group,3,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.0,-7.245582756159024,2,2,,,0.288395
group,3,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,83.16375831296537,24.948240429580487,2,2,,,0.67492
group,3,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,81.91523433329775,26.76559716260607,2,2,,,0.7873
group,3,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,6.242005813953488,-0.5583280332888974,2,2,35.19981190150479,,0.489398
group,3,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.630221092346508,-3.794135109990598,2,2,35.19981190150479,,0.268922
group,3,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,13.043916702270508,-7.947142124176025,2,2,,,0.32415
group,3,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,3.3099191145168154,-3.9356636416422086,2,2,,,0.391892
group,3,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,97.63251400662736,39.41699612324248,2,2,,,0.783785
group,3,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,34.2550695491872,-20.894567621504482,2,2,,,0.329678
group,3,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.790250090612541,-2.010083756629845,2,2,36.80126857557086,,0.366294
group,3,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.68958461061986,-1.7347715917172462,2,2,36.80126857557086,,0.39804
group,3,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,25.004899978637695,4.01384162902832,2,2,,,0.498985
group,3,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,3.659110960748804,-3.5864717954102203,2,2,,,0.402811
group,3,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,26.607796964939823,-31.607720918445068,2,2,,,0.249387
group,3,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,66.35593220338983,11.206295032698154,2,2,,,0.637903
group,3,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,5.774193548387097,-1.0261402988552888,2,2,47.14284136102519,,0.449729
group,3,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,8.138851279600722,-1.2855049227363846,2,2,47.14284136102519,,0.426208
group,3,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,32.84992218017578,11.858865737915039,2,2,,,0.613656
group,3,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,2.9954629820581564,-4.250119774100868,2,2,,,0.38206
group,3,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,30.118197216289857,-28.097320667095033,2,2,,,0.2758
group,3,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,89.24014628199919,34.09050911130752,2,2,,,0.857632
group,3,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,4.472708333333333,-2.3276255139090525,2,2,39.25083333333333,,0.339368
group,3,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.760600283368754,-0.6637559189683517,2,2,39.25083333333333,,0.465191
group,3,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,18.10253143310547,-2.88852596282959,2,2,,,0.398092
group,3,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,5.461535590310179,-1.7840471658488455,2,2,,,0.459171
group,3,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,83.14644323000522,24.930925346620327,2,2,,,0.67479
group,3,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,16.98854420113544,-38.161092969556236,2,2,,,0.163889
group,3,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,3.0561643835616437,-3.744169463680742,2,2,25.160273972602738,,0.219249
group,3,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.202465834818776,-1.2218903675183306,2,2,25.160273972602738,,0.430197
group,3,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,31.30594253540039,10.314884185791016,2,2,,,0.591087
group,3,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,1.3566554290646733,-5.8889273270943505,2,2,,,0.330816
group,3,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,31.65012041512899,-26.565397468255902,2,2,,,0.287326
group,3,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,32.76282200046414,-22.386815170227536,2,2,,,0.31535
group,3,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,4.392512762336926,-2.40782108490546,2,2,38.372093023255815,,0.332567
group,3,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,8.76613311872187,-0.658223083615237,2,2,38.372093023255815,,0.465538
group,3,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,33.12725067138672,12.136191368103027,2,2,,,0.61771
group,3,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,1.6979399483687647,-5.547642807790259,2,2,,,0.341488
group,3,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,97.77432712215321,39.55880923876832,2,2,,,0.784852
group,3,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,13.59990523893326,-41.549731931758416,2,2,,,0.131352
group,3,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.9879336349924586,-3.812400212249927,2,2,32.87707390648567,,0.213463
group,3,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.73594782710417,1.3115916247670638,2,2,32.87707390648567,,0.589041
group,3,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,41.430782318115234,20.43972396850586,2,2,,,0.739083
group,3,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,7.70401037509976,0.45842761894073636,2,2,,,0.52929
group,3,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,25.497760079641612,-32.71775780374328,2,2,,,0.241035
group,3,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,25.157349129951868,-29.99228804073981,2,2,,,0.242324
group,3,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.9447115384615383,-2.8556223087808474,2,2,37.688301282051285,,0.294595
group,3,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,9.565934632436333,0.14157843009922644,2,2,37.688301282051285,,0.515684
group,3,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,56.598876953125,35.607818603515625,2,2,,,0.960796
group,3,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,5.5885471898197245,-1.6570355663392995,2,2,,,0.463142
group,3,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,28.465765765765767,-29.749752117619124,2,2,,,0.263367
group,3,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,12.33408323959505,-42.81555393109663,2,2,,,0.119198
group,3,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,6.660714285714286,-0.13961956152810018,2,2,87.99107142857143,,0.524903
group,3,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,13.238888888888889,3.8145326865517823,2,2,87.99107142857143,,0.74597
group,3,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,59.46308135986328,38.472023010253906,2,2,,,1.0
group,3,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,3.366113638390866,-3.879469117768158,2,2,,,0.393649
group,3,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.51022096183388,41.29470307844898,2,2,,,0.797913
group,3,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,68.9721728339081,13.82253566321642,2,2,,,0.663023
group,3,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,9.67096537410145,2.8706315268590625,2,2,91.49781057001113,,0.780163
group,3,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.463852069589997,0.03949586725289134,2,2,91.49781057001113,,0.509283
group,3,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,5.5294189453125,-15.461639404296875,2,2,,,0.21431
group,3,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,10.404702824057662,3.1591200678986384,2,2,,,0.613738
group,3,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,31.492798175372485,-26.722719708012406,2,2,,,0.286142
group,3,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,91.332208052013,36.182570881321325,2,2,,,0.877719
group,3,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.081807780320366,3.2814739330779803,2,2,89.62509534706331,,0.815001
group,3,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,8.880648237847417,-0.5437079644896894,2,2,89.62509534706331,,0.472717
group,3,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,9.375112533569336,-11.615945816040039,2,2,,,0.270523
group,3,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,5.2420854302501425,-2.0034973259088815,2,2,,,0.452309
group,3,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,97.9368932038835,39.7213753204986,2,2,,,0.786075
group,3,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,48.333063550131115,-6.816573620560558,2,2,,,0.464852
group,3,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,7.9626685393258425,1.1623346920834567,2,2,73.61168539325843,,0.635305
group,3,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,9.252134824483786,-0.1722213778533206,2,2,73.61168539325843,,0.496009
group,3,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,8.583609580993652,-12.407448768615723,2,2,,,0.258953
group,3,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,6.481595389944641,-0.7639873662143835,2,2,,,0.491067
group,3,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,100.0,41.78448211661511,2,2,,,0.801598
group,3,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,15.460948050394023,-39.68868912029765,2,2,,,0.149222
group,3,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,5.465454545454545,-1.3348793017878404,2,2,26.044155844155846,,0.423549
group,3,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.79583100363433,-4.628525198702777,2,2,26.044155844155846,,0.216608
group,3,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,25.79420280456543,4.803144454956055,2,2,,,0.510522
group,3,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,1.689487569588084,-5.55609518657094,2,2,,,0.341223
group,3,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,32.564505978602895,-25.651011904781996,2,2,,,0.294206
group,3,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,46.22697563874034,-8.922661531951334,2,2,,,0.44463
group,3,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,6.494498959262563,-0.30583488797982294,2,2,31.37020517395183,,0.510809
group,3,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.794642411627592,-4.6297137907095145,2,2,31.37020517395183,,0.216533
group,3,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,19.239215850830078,-1.7518415451049805,2,2,,,0.414707
group,3,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,1.0566393958464442,-6.18894336031258,2,2,,,0.321435
group,3,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,31.276836832061072,-26.93868105132382,2,2,,,0.284517
group,3,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,60.85557512532177,5.705937954630095,2,2,,,0.58509
group,3,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.512931034482758,-0.2874028127596273,2,2,25.83189655172414,,0.512372
group,3,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,3.959796437659033,-5.464559764678073,2,2,25.83189655172414,,0.16419
group,3,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,29.22718048095703,8.23612117767334,2,2,,,0.560702
group,3,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.7723043893129771,-6.473278366846047,2,2,,,0.312544
group,3,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,74.83899297423888,16.623475090853987,2,2,,,0.612284
group,3,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,69.34278977506642,14.193152604374752,2,2,,,0.666582
group,3,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,7.039521193092622,0.23918734585023582,2,2,48.72531397174254,,0.557025
group,3,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.9209345922394085,-2.5034216100976976,2,2,48.72531397174254,,0.349847
group,3,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,9.337648391723633,-11.653409957885742,2,2,,,0.269975
group,3,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,22.99764076988547,15.75205801372645,2,2,,,1.0
group,3,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,32.64539386491241,-25.570124018472484,3,3,,,0.294815
group,3,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,75.02124080256843,19.871603631876752,3,3,,,0.721105
group,3,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,7.629492271482563,0.8291584242401772,3,3,46.597255225896,,0.607053
group,3,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.093803042513238,-3.3305531598238685,3,3,46.597255225896,,0.297988
group,3,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,13.734972953796387,-7.256086826324463,3,3,,,0.334251
group,3,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,7.887235243417165,0.6416524872581407,3,3,,,0.53502
group,3,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,100.0,41.78448211661511,2,2,,,0.801598
group,3,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,61.618309859154934,6.468672688463254,2,2,,,0.592413
group,3,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,11.238185085354896,4.43785123811251,2,2,95.41141060197664,,0.913058
group,3,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,8.490608168739932,-0.9337480335971735,2,2,95.41141060197664,,0.448263
group,3,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,4.801579475402832,-16.18947982788086,2,2,,,0.203671
group,3,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,20.440845070422533,13.19526231426351,2,2,,,0.927556
group,3,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,32.105665722379605,-26.109852161005286,2,2,,,0.290754
group,3,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,89.23212224481944,34.08248507412775,2,2,,,0.857555
group,3,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,13.426655431500595,6.626321584258211,2,2,105.19524612035673,,1.0
group,3,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.830400807912053,-1.5939553944250542,2,2,105.19524612035673,,0.406869
group,3,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,9.92881965637207,-11.062238693237305,2,2,,,0.278616
group,3,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,8.107648725212465,0.8620659690534413,2,2,,,0.541912
group,3,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.65216519055683,41.43664730717194,2,2,,,0.798981
group,3,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,71.27450980392156,16.124872633229884,2,2,,,0.68513
group,3,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,6.958824642531903,0.15849079528951737,2,2,63.9355019928329,,0.550182
group,3,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,9.193867418175895,-0.23048878416121088,2,2,63.9355019928329,,0.492356
group,3,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,7.717031478881836,-13.274026870727539,2,2,,,0.246286
group,3,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,20.62934793511804,13.383765178959017,2,2,,,0.93345
group,3,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,31.554022988505743,-26.661494894879148,2,2,,,0.286603
group,3,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,97.17901091246807,42.0293737417764,2,2,,,0.933859
group,3,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,10.288230884557722,3.487897037315336,2,2,95.57096451774112,,0.832505
group,3,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,9.459292684716413,0.03493648237930724,2,2,95.57096451774112,,0.508997
group,3,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,11.512893676757812,-9.478164672851562,2,2,,,0.301771
group,3,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,15.095402298850573,7.84981954269155,2,2,,,0.76041
group,3,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,84.90986410280115,26.694346219416254,2,2,,,0.688058
group,3,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,73.224281791297,18.074644620605326,2,2,,,0.703851
group,3,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,8.851690821256039,2.051356974013653,2,2,48.987397967682824,,0.710691
group,3,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,5.534122695040287,-3.8902335072968204,2,2,48.987397967682824,,0.262897
group,3,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,12.290995597839355,-8.70006275177002,2,2,,,0.313144
group,3,3,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,29.94842882741139,22.702846071252367,2,2,,,1.0
group,3,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,30.72944386328739,-27.4860740200975,2,2,,,0.280399
group,3,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,97.63417163598652,42.484534465294836,2,2,,,0.938229
group,3,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,13.74260232300885,6.942268475766464,2,2,70.95239905973452,,1.0
group,3,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,5.154472287536803,-4.269883914800303,2,2,70.95239905973452,,0.239094
group,3,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,14.360025405883789,-6.631032943725586,2,2,,,0.343388
group,3,3,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,22.33019508524656,15.084612329087538,2,2,,,0.986634
group,3,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,92.12744584206848,33.91192795868359,2,2,,,0.742364
group,3,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,18.869499634412442,-36.280137536279234,2,2,,,0.18195
group,3,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.6880341880341883,-4.1122996592081975,2,2,52.24786324786325,,0.188033
group,3,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,19.47495502319856,10.050598820861454,2,2,52.24786324786325,,1.0
group,3,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,18.555295944213867,-2.435762405395508,2,2,,,0.40471
group,3,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.1604315122723672,-6.085151243886656,2,2,,,0.32468
group,3,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,28.88808770313397,-29.32743018025092,2,2,,,0.266544
group,3,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,46.86979865771812,-8.279838512973551,2,2,,,0.450802
group,3,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.8461538461538463,-3.9541800010885395,2,2,45.81410256410256,,0.201441
group,3,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,16.156349206349205,6.731993004012099,2,2,45.81410256410256,,0.928889
group,3,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,26.458297729492188,5.4672393798828125,2,2,,,0.520229
group,3,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,2.4282604921951156,-4.817322263963908,2,2,,,0.364324
group,3,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.75808570677816,41.54256782339328,2,2,,,0.799778
group,3,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,75.94394315103091,20.79430598033923,2,2,,,0.729965
group,3,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,6.61028348859621,-0.19005035864617614,2,2,34.67867611628654,,0.520627
group,3,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.249472186820119,-4.174884015516987,2,2,34.67867611628654,,0.24505
group,3,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,9.011040687561035,-11.98001766204834,2,2,,,0.265201
group,3,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,3.3942260456295483,-3.8513567105294757,2,2,,,0.394528
group,3,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,30.57464747180005,-27.640870411584842,2,2,,,0.279234
group,3,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,85.76046190288196,30.61082473219028,2,2,,,0.824221
group,3,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,8.236680327868852,1.4363464806264665,2,2,47.32848360655738,,0.65854
group,3,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.773714997644985,-3.6506412046921213,2,2,47.32848360655738,,0.277919
group,3,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,16.249834060668945,-4.741224765777588,2,2,,,0.371011
group,3,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,2.520593916093909,-4.724988840065116,2,2,,,0.367211
group,3,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,99.86111111111111,41.64559322772622,2,2,,,0.800553
group,3,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,18.700936946062296,-36.44870022462938,2,2,,,0.180331
group,3,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.857160077145613,-0.9431737700967733,2,2,81.91899710703953,,0.456765
group,3,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,13.957496146889714,4.533139944552607,2,2,81.91899710703953,,0.791025
group,3,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,19.959659576416016,-1.0313997268676758,2,2,,,0.425238
group,3,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,1.4353209514499838,-5.81026180470904,2,2,,,0.333276
group,3,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,29.156405820698076,-29.059112062686815,2,2,,,0.268563
group,3,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,58.24680028978508,3.097163119093402,2,2,,,0.560041
group,3,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.729901960784314,-0.07043188645807197,2,2,101.72549019607843,,0.53077
group,3,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,15.12882382252264,5.704467620185533,2,2,101.72549019607843,,0.864465
group,3,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,22.08995246887207,1.0988941192626953,2,2,,,0.456377
group,3,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,2.124509109637546,-5.121073646521478,2,2,,,0.354826
group,3,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,84.92935635792779,26.713838474542897,2,2,,,0.688205
group,3,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,44.53436977371241,-10.615267396979263,2,2,,,0.428378
group,3,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,7.482822410147992,0.6824885629056059,2,2,101.69820295983087,,0.594615
group,3,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,13.597648479178185,4.173292276841078,2,2,101.69820295983087,,0.768464
group,3,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,7.880912780761719,-13.110145568847656,2,2,,,0.248682
group,3,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,6.153846153846154,-1.0917366023128698,2,2,,,0.480819
group,3,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,29.332092638544253,-28.883425244840637,2,2,,,0.269885
group,3,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,47.997205402887744,-7.152431767803929,2,2,,,0.461627
group,3,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,6.3781779661016955,-0.4221558811406907,2,2,101.20674435028249,,0.500945
group,3,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,15.937751109247806,6.5133949069107,2,2,101.20674435028249,,0.915183
group,3,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,24.293209075927734,3.3021507263183594,2,2,,,0.488582
group,3,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,2.336641852770885,-4.908940903388139,2,2,,,0.361459
baseline,3,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,57.66138157472985,,68,68,,,0.483038
baseline,3,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,57.87769442285572,,68,68,,,0.556497
baseline,3,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.975702806966636,,68,68,63.98735990897139,,0.551613
baseline,3,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,10.030330124114059,,68,68,63.98735990897139,,0.5448
baseline,3,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,20.174739837646484,,68,68,,,0.428382
baseline,3,4,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,8.883569081133414,,68,68,,,0.566174
group,3,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,89.5774647887324,31.91608321400254,1,1,,,0.723178
group,3,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,52.20125786163522,-5.676436561220491,1,1,,,0.501993
group,3,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.927272727272728,-2.0484300796939072,1,1,73.93939393939394,,0.377913
group,3,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,15.006150061500614,4.9758199373865555,1,1,73.93939393939394,,0.856774
group,3,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,9.590164184570312,-10.584579467773438,1,1,,,0.273666
group,3,4,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,12.852664576802509,3.9690954956690963,1,1,,,0.690283
group,3,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,28.67279539246116,-28.988586182268698,2,2,,,0.264924
group,3,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,71.29629629629629,13.41860187344058,2,2,,,0.685339
group,3,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.449257166771291,-1.5264456401953441,2,2,85.91044151496129,,0.422176
group,3,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,15.731476244343892,5.701146120229833,2,2,85.91044151496129,,0.90225
group,3,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,19.230329513549805,-0.9444141387939453,2,2,,,0.414577
group,3,4,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,6.300690961679959,-2.5828781194534534,2,2,,,0.48541
group,3,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,27.14093701996928,-30.520444554760584,2,2,,,0.253398
group,3,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,59.5340383344349,1.6563439115791851,2,2,,,0.572401
group,3,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,6.807096774193548,-0.1686060327730865,2,2,57.59645161290322,,0.537316
group,3,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,8.459314954051795,-1.571015170062263,2,2,57.59645161290322,,0.446301
group,3,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,15.919307708740234,-4.255436420440674,2,2,,,0.36618
group,3,4,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,3.133910749928714,-5.7496583312046985,2,2,,,0.386389
group,3,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,33.06123326108713,-24.600148313642727,2,2,,,0.297943
group,3,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,49.9437570303712,-7.933937392484509,2,2,,,0.480317
group,3,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,5.659663865546219,-1.316038941420416,2,2,58.063025210084035,,0.440018
group,3,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,10.37345757740012,0.343127453286062,2,2,58.063025210084035,,0.566314
group,3,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,26.207834243774414,6.033090114593506,2,2,,,0.516568
group,3,4,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,6.378132118451026,-2.5054369626823867,2,2,,,0.487832
group,3,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,78.52829082380534,20.866909249075476,2,2,,,0.640042
group,3,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,79.84084880636605,21.963154383510343,2,2,,,0.767382
group,3,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,5.616010432277779,-1.3596923746888558,2,2,36.65437240896086,,0.436316
group,3,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,6.525368785082717,-3.504961339031341,2,2,36.65437240896086,,0.325046
group,3,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,19.36083984375,-0.8139047622680664,2,2,,,0.416485
group,3,4,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,12.373737373737374,3.4901682926039603,2,2,,,0.675307
group,3,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,98.75428907328677,41.09290749855691,2,2,,,0.792225
group,3,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,48.32766777641493,-9.550026646440784,2,2,,,0.4648
group,3,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.400783765720882,-2.574919041245753,2,2,34.4091834254815,,0.333269
group,3,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.8328686327919055,-2.197461491322153,2,2,34.4091834254815,,0.407024
group,3,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,19.052318572998047,-1.1224260330200195,2,2,,,0.411975
group,3,4,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,6.412762641659034,-2.4708064394743783,2,2,,,0.488915
group,3,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,22.035064935064934,-35.62631663966492,2,2,,,0.214981
group,3,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,73.30679730557256,15.429102882716855,2,2,,,0.704643
group,3,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,6.035882352941176,-0.9398204540254587,2,2,54.661764705882355,,0.47192
group,3,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,9.018728378474858,-1.0116017456392,2,2,54.661764705882355,,0.481375
group,3,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,29.62240982055664,9.447665214538574,2,2,,,0.566479
group,3,4,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,4.960100140823032,-3.92346894031038,2,2,,,0.443492
group,3,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,28.250798313494236,-29.410583261235622,2,2,,,0.261749
group,3,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,93.78205128205127,35.904356859195566,2,2,,,0.901242
group,3,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.881443298969072,-3.0942595079975628,2,2,37.84020618556701,,0.28923
group,3,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,9.731397994737964,-0.2989321293760936,2,2,37.84020618556701,,0.526058
group,3,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,23.620866775512695,3.4461231231689453,2,2,,,0.478754
group,3,4,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,7.136593813709801,-1.7469752674236116,2,2,,,0.511548
group,3,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,91.13682269254411,33.47544111781426,2,2,,,0.73491
group,3,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,19.05738796824213,-38.820306454613586,2,2,,,0.183754
group,3,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,3.645632333767927,-3.330070473198708,2,2,30.080182529335072,,0.269234
group,3,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.295859041290935,-1.7344710828231236,2,2,30.080182529335072,,0.436052
group,3,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,33.45663070678711,13.281886100769043,2,2,,,0.622524
group,3,4,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,2.7854146840083183,-6.098154397125095,2,2,,,0.375492
group,3,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,28.92288961038961,-28.73849196434025,2,2,,,0.266806
group,3,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,34.30799220272905,-23.569702220126665,2,2,,,0.330186
group,3,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,5.356763925729442,-1.618938881237192,2,2,35.813881520778075,,0.414333
group,3,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,6.804529335912315,-3.225800788201744,2,2,35.813881520778075,,0.342549
group,3,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,36.634300231933594,16.459558486938477,2,2,,,0.668972
group,3,4,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,1.5665584415584415,-7.3170106395749706,2,2,,,0.337379
group,3,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,96.03145926675339,38.37007769202353,2,2,,,0.771738
group,3,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,11.335757068501032,-46.54193735435468,2,2,,,0.109613
group,3,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.9767441860465116,-3.9989586209201233,2,2,44.7093023255814,,0.212515
group,3,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,15.008241758241759,4.977911634127699,2,2,44.7093023255814,,0.856905
group,3,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,32.247352600097656,12.072607040405273,2,2,,,0.604848
group,3,4,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,2.1042471042471043,-6.779321976886308,2,2,,,0.354192
group,3,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,27.19463649696208,-30.46674507776778,2,2,,,0.253802
group,3,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,32.56433007985803,-25.31336434299768,2,2,,,0.313444
group,3,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.9398674242424243,-3.0358353827242106,2,2,55.94460227272727,,0.294184
group,3,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,14.228468534456448,4.1981384103423895,2,2,55.94460227272727,,0.808015
group,3,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,33.36143493652344,13.18669319152832,2,2,,,0.621133
group,3,4,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,3.3593622351723766,-5.524206845961036,2,2,,,0.393438
group,3,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,26.33806146572104,-31.32332010900882,2,2,,,0.247357
group,3,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,15.444818704180701,-42.432875718675014,2,2,,,0.149067
group,3,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,6.516483516483516,-0.4592192904831185,2,2,79.96153846153845,,0.512673
group,3,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,12.467045454545454,2.4367153304313955,2,2,79.96153846153845,,0.697577
group,3,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,64.36956787109375,44.19482421875,2,2,,,1.0
group,3,4,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,1.9343533929755374,-6.949215688157874,2,2,,,0.34888
group,3,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,96.13507853403141,38.473696959301556,2,2,,,0.772518
group,3,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,66.64114083452453,8.763446411668824,2,2,,,0.640641
group,3,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,9.507007239096271,2.5313044321296374,2,2,96.49097045109102,,0.76626
group,3,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,10.151490599951089,0.12116047583702994,2,2,96.49097045109102,,0.552397
group,3,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.218977451324463,-13.955765724182129,2,2,,,0.224389
group,3,4,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,22.91830985915493,14.034740778021519,2,2,,,1.0
group,3,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,29.788898799743357,-27.8724827749865,2,2,,,0.273322
group,3,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,86.80935569285083,28.931661269995125,2,2,,,0.834292
group,3,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,11.097341954022987,4.121639147056353,2,2,101.69360632183907,,0.901115
group,3,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.171013173708591,-0.859316950405467,2,2,101.69360632183907,,0.490923
group,3,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,12.549888610839844,-7.624854564666748,2,2,,,0.316929
group,3,4,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,7.551288671893339,-1.3322804092400742,2,2,,,0.524515
group,3,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,95.6372492339712,37.97586765924135,2,2,,,0.768772
group,3,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,53.497150997150996,-4.380543425704719,2,2,,,0.514436
group,3,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,7.800065500939796,0.8243626939731614,2,2,88.63117275160904,,0.621517
group,3,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,11.390711629954296,1.3603815058402384,2,2,88.63117275160904,,0.630093
group,3,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,7.558443546295166,-12.616300582885742,2,2,,,0.243968
group,3,4,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,12.510478695727581,3.6269096145941697,2,2,,,0.679583
group,3,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,97.25848563968668,39.597104064956824,2,2,,,0.78097
group,3,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,12.829295170585695,-45.048399252270016,2,2,,,0.123953
group,3,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,5.5021760154738875,-1.473526791492747,2,2,30.286750483558997,,0.426663
group,3,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,5.496142533391195,-4.534187590722864,2,2,30.286750483558997,,0.260516
group,3,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,28.270221710205078,8.095477104187012,2,2,,,0.546714
group,3,4,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,1.3265959617996663,-7.556973119333746,2,2,,,0.329876
group,3,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,28.487197323528438,-29.17418425120142,2,2,,,0.263528
group,3,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,49.84656301145663,-8.03113141139908,2,2,,,0.479384
group,3,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,6.87510766580534,-0.10059514116129487,2,2,43.3733850129199,,0.543083
group,3,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,6.280281895592874,-3.7500482285211847,2,2,43.3733850129199,,0.30968
group,3,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,15.289949417114258,-4.884793758392334,2,2,,,0.35698
group,3,4,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,2.1576567623968996,-6.725912318736513,2,2,,,0.355862
group,3,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,26.316003816527427,-31.34537775820243,2,2,,,0.247191
group,3,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,78.93459376596832,21.05689934311261,2,2,,,0.75868
group,3,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,7.546231437377417,0.5705286304107817,2,2,33.23150742504903,,0.599992
group,3,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.405099655511811,-5.625230468602248,2,2,33.23150742504903,,0.19211
group,3,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,32.82664108276367,12.651898384094238,2,2,,,0.613316
group,3,4,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,1.1766656582346233,-7.7069034228987885,2,2,,,0.325188
group,3,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,84.06076555023924,26.39938397550938,2,2,,,0.681669
group,3,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,67.4962155191747,9.618521096318986,2,2,,,0.648852
group,3,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.256611531632558,-0.719091275334077,2,2,38.549925240631715,,0.490637
group,3,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.158755641059344,-3.8715744830547147,2,2,38.549925240631715,,0.30206
group,3,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,9.484552383422852,-10.690191268920898,2,2,,,0.272122
group,3,4,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,14.712221183757167,5.828652102623755,2,2,,,0.748429
group,3,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,33.03769401330377,-24.623687561426088,1,1,,,0.297766
group,3,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,72.48322147651007,14.605527053654356,1,1,,,0.696736
group,3,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,8.728971962616823,1.7532691556501883,1,1,59.67289719626168,,0.700285
group,3,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.836188436830835,-3.1941416872832233,1,1,59.67289719626168,,0.344534
group,3,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,13.39076042175293,-6.78398323059082,1,1,,,0.32922
group,3,4,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,12.86031042128603,3.9767413401526177,1,1,,,0.690522
group,3,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,88.30833875011606,30.646957175386213,2,2,,,0.713629
group,3,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,65.87639721857431,7.998702795718593,2,2,,,0.633299
group,3,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.60584388185654,3.630141074889906,2,2,82.49253164556961,,0.859438
group,3,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.763587462053385,-2.266742662060673,2,2,82.49253164556961,,0.40268
group,3,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,4.944893836975098,-15.229849815368652,2,2,,,0.205766
group,3,4,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,17.055669050051073,8.17209996891766,2,2,,,0.821706
group,3,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,24.17929787712066,-33.4820836976092,2,2,,,0.231115
group,3,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,85.74567554932212,27.867981126466404,2,2,,,0.824079
group,3,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,12.60519801980198,5.629495212835345,2,2,98.6343147472642,,1.0
group,3,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.804851552378384,-2.225478571735674,2,2,98.6343147472642,,0.405267
group,3,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,14.826393127441406,-5.348350524902344,2,2,,,0.350205
group,3,4,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,7.575017066964563,-1.3085520141688494,2,2,,,0.525257
group,3,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,91.64163514549186,33.980253570762,2,2,,,0.738709
group,3,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,68.0,10.122305577144289,2,2,,,0.653689
group,3,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,6.231068056648308,-0.7446347503183266,2,2,57.90745476003147,,0.488471
group,3,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,9.236573190577282,-0.793756933536776,2,2,57.90745476003147,,0.495033
group,3,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,9.86659049987793,-10.30815315246582,2,2,,,0.277707
group,3,4,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,23.10829907502569,14.22472999389228,2,2,,,1.0
group,3,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,27.298218029350103,-30.363163545379756,2,2,,,0.254582
group,3,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,96.55257586450247,38.67488144164676,2,2,,,0.927844
group,3,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,12.273616890121744,5.29791408315511,2,2,108.14902142086608,,1.0
group,3,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.816732345926692,-1.213597778187367,2,2,108.14902142086608,,0.46871
group,3,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,9.643077850341797,-10.531665802001953,2,2,,,0.27444
group,3,4,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,17.65845793022574,8.774888849092328,2,2,,,0.840554
group,3,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,99.60526315789474,41.943881583164874,2,2,,,0.798628
group,3,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,89.35906892296344,31.481374500107734,2,2,,,0.858774
group,3,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,10.499566189624328,3.5238633826576944,2,2,55.99751341681574,,0.850426
group,3,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,5.350184277671039,-4.68014584644302,2,2,55.99751341681574,,0.251365
group,3,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,5.16304874420166,-15.01169490814209,2,2,,,0.208955
group,3,4,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,49.89164086687307,41.00807178573966,2,2,,,1.0
group,3,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,29.33179689893082,-28.32958467579904,2,2,,,0.269883
group,3,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,96.76720475785896,38.88951033500326,2,2,,,0.929905
group,3,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,15.390954495005548,8.415251688038914,2,2,97.52025527192009,,1.0
group,3,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,6.334592560835331,-3.695737563278728,2,2,97.52025527192009,,0.313085
group,3,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,10.614303588867188,-9.560440063476562,2,2,,,0.288636
group,3,4,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,23.684671149554386,14.801102068420974,2,2,,,1.0
group,3,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,88.4,30.73861842527014,2,2,,,0.714318
group,3,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,12.930059523809526,-44.947634899046186,2,2,,,0.124921
group,3,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.079483358171883,-4.896219448794753,2,2,43.38052657724789,,0.13643
group,3,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,20.854779411764707,10.824449287650648,2,2,43.38052657724789,,1.0
group,3,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,39.32349395751953,19.14875030517578,2,2,,,0.708281
group,3,4,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,0.961038961038961,-7.922530120094452,2,2,,,0.318446
group,3,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,30.962769410276007,-26.698612164453852,2,2,,,0.282154
group,3,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,44.924119008831354,-12.95357541402436,2,2,,,0.43212
group,3,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.58717834960071,-4.388524457365925,2,2,46.96095829636202,,0.179481
group,3,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,17.927213070845053,7.896882946730993,2,2,46.96095829636202,,1.0
group,3,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,27.465295791625977,7.290552139282227,2,2,,,0.534948
group,3,4,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,1.7288272076646862,-7.154741873468726,2,2,,,0.342453
group,3,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.86559139784947,42.204209823119605,2,2,,,0.800587
group,3,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,71.93749066012829,14.059796237272579,2,2,,,0.691496
group,3,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,7.343896789485025,0.36819398251839,2,2,38.08329562594268,,0.582835
group,3,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.190644574500001,-4.839685549614058,2,2,38.08329562594268,,0.241362
group,3,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,10.471940040588379,-9.702803611755371,2,2,,,0.286555
group,3,4,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,3.2967366584972733,-5.586832422636139,2,2,,,0.39148
group,3,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,31.080657843882026,-26.580723730847833,2,2,,,0.283041
group,3,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,91.2870945479641,33.4094001251084,2,2,,,0.877286
group,3,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,9.582405533063428,2.6067027260967928,2,2,56.89355600539811,,0.772653
group,3,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.886629568647804,-4.143700555466255,2,2,56.89355600539811,,0.284999
group,3,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,16.306995391845703,-3.8677492141723633,2,2,,,0.371847
group,3,4,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,3.5897538416430104,-5.293815239490402,2,2,,,0.400642
group,3,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,99.86486486486487,42.203483290135004,2,2,,,0.800581
group,3,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,22.439254053557484,-35.43844036929823,2,2,,,0.216226
group,3,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.387218045112782,-1.5884847618538527,2,2,76.57268170426065,,0.416915
group,3,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,14.159195937229544,4.1288658131154845,2,2,76.57268170426065,,0.803672
group,3,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,16.184431076049805,-3.9903125762939453,2,2,,,0.370055
group,3,4,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,5.785616124599176,-3.0979529565342365,2,2,,,0.469304
group,3,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,31.889537597575604,-25.771843977154255,2,2,,,0.289127
group,3,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,54.540270848182466,-3.3374235746732452,2,2,,,0.524452
group,3,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,5.720442126179831,-1.255260680786804,2,2,75.77123695976155,,0.445171
group,3,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,13.256994798982575,3.226664674868516,2,2,75.77123695976155,,0.747105
group,3,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,21.338184356689453,1.1634407043457031,2,2,,,0.445388
group,3,4,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,2.84701725660857,-6.036551824524842,2,2,,,0.377418
group,3,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,92.11233626398536,34.450954689255504,2,2,,,0.74225
group,3,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,39.6622837237789,-18.21541069907681,2,2,,,0.381597
group,3,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.293220766129032,-0.6824820408376024,2,2,96.94745463709677,,0.493741
group,3,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,15.507875715177697,5.477545591063637,2,2,96.94745463709677,,0.888231
group,3,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,7.164211273193359,-13.01053237915039,2,2,,,0.238206
group,3,4,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,6.351938441147233,-2.5316306399861794,2,2,,,0.487013
group,3,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,20.888129653192678,-36.77325192153718,2,2,,,0.206352
group,3,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,60.68181818181819,2.804123758962472,2,2,,,0.583421
group,3,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,8.875510204081632,1.8998073971149978,2,2,129.55102040816325,,0.712711
group,3,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,14.489948683623382,4.459618559509324,2,2,129.55102040816325,,0.824409
group,3,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,15.856075286865234,-4.318668365478516,2,2,,,0.365255
group,3,4,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,4.851097178683386,-4.032471902450027,2,2,,,0.440083
baseline,3,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,59.19952933538338,,70,70,,,0.494611
baseline,3,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,52.484964659844806,,70,70,,,0.504717
baseline,3,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.411648922721186,,70,70,55.539755779476685,,0.503783
baseline,3,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.154408124661442,,70,70,55.539755779476685,,0.489882
baseline,3,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,26.151081085205078,,70,70,,,0.515738
baseline,3,5,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,6.644116488105835,,70,70,,,0.496149
group,3,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,85.69240618536394,26.492876849980565,3,3,,,0.693946
group,3,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,42.71242597647679,-9.772538683368024,3,3,,,0.410884
group,3,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.9734360834636435,-1.4382128392575428,3,3,68.13717220914593,,0.381828
group,3,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.739966038649365,4.585557913987921,3,3,68.13717220914593,,0.777387
group,3,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,11.641925811767578,-14.509154319763184,3,3,,,0.303657
group,3,5,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,14.925334911309667,8.28121842320383,3,3,,,0.755093
group,3,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,23.70083117335423,-35.498698162029136,2,2,,,0.227515
group,3,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,54.122760800843,1.63779614099818,2,2,,,0.520443
group,3,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,6.407142857142857,-0.0045060655783295545,2,2,92.87619047619049,,0.503401
group,3,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,14.362971632812304,5.20856350815086,2,2,92.87619047619049,,0.816448
group,3,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,26.952774047851562,0.8016939163208008,2,2,,,0.527457
group,3,5,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,4.781587387631568,-1.8625291004742688,2,2,,,0.43791
group,3,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,32.963320463320464,-26.236208872062903,2,2,,,0.297207
group,3,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,52.366666666666674,-0.11829799317814249,2,2,,,0.503581
group,3,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,6.047962648556876,-0.3636862741643099,2,2,33.33474816072439,,0.472944
group,3,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,5.510257304502829,-3.644150820158615,2,2,33.33474816072439,,0.261401
group,3,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,27.15605354309082,1.004974365234375,2,2,,,0.530428
group,3,5,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,0.5542149292149292,-6.089901558890907,2,2,,,0.305725
group,3,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,28.69398457667283,-30.50554475871054,2,2,,,0.265084
group,3,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,13.102197137673855,-39.38276752217096,2,2,,,0.126573
group,3,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,6.9825174825174825,0.5708685597962964,2,2,95.54895104895105,,0.552191
group,3,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,13.66544540229885,4.511037277637407,2,2,95.54895104895105,,0.772714
group,3,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,59.52362823486328,33.37255096435547,2,2,,,1.0
group,3,5,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.0,-6.644116488105836,2,2,,,0.288395
group,3,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,91.69463589055117,32.4951065551678,2,2,,,0.739107
group,3,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,78.22945543765732,25.744490777812516,2,2,,,0.75191
group,3,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.115230687408589,-2.296418235312597,2,2,23.051130168860524,,0.309055
group,3,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.563735367605574,-3.59067275705587,2,2,23.051130168860524,,0.264754
group,3,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,24.51775360107422,-1.6333246231079102,2,2,,,0.491864
group,3,5,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,4.066778440829884,-2.577338047275952,2,2,,,0.415558
group,3,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,99.6606334841629,40.46110414877953,2,2,,,0.799044
group,3,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,40.76784635103635,-11.717118308808466,2,2,,,0.392212
group,3,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.105769230769231,-2.3058796919519553,2,2,32.85897435897436,,0.308252
group,3,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.987203507829102,-1.1672046168323411,2,2,32.85897435897436,,0.4167
group,3,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,21.567520141601562,-4.583559989929199,2,2,,,0.44874
group,3,5,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,4.353389707531364,-2.290726780574472,2,2,,,0.42452
group,3,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,27.733556765814832,-31.465972569568535,2,2,,,0.257857
group,3,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,57.192982456140356,4.70801779629554,2,2,,,0.549923
group,3,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,6.022488038277512,-0.3891608844436738,2,2,47.92727272727272,,0.470784
group,3,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,7.94371333439036,-1.2106947902710838,2,2,47.92727272727272,,0.413974
group,3,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,36.13041305541992,9.979333877563477,2,2,,,0.661607
group,3,5,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,2.6164780650231982,-4.027638423082637,2,2,,,0.370209
group,3,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,31.750557240955754,-27.448972094427614,2,2,,,0.288082
group,3,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,86.19747899159664,33.71251433175183,2,2,,,0.828417
group,3,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.2673139158576054,-3.1443350068635807,2,2,29.625854009349155,,0.237154
group,3,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,9.041450286703451,-0.11295783795799252,2,2,29.625854009349155,,0.482799
group,3,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,21.99518585205078,-4.155892372131348,2,2,,,0.454991
group,3,5,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,6.0102606458171195,-0.6338558422887166,2,2,,,0.476329
group,3,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,92.86086071876404,33.66133138338068,2,2,,,0.747882
group,3,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,12.990493248828878,-39.49447141101594,2,2,,,0.125501
group,3,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.931372549019608,-3.480276373701578,2,2,25.715686274509803,,0.208667
group,3,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.759132420091325,-0.3952757045701194,2,2,25.715686274509803,,0.465099
group,3,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,45.88047790527344,19.729400634765625,2,2,,,0.804124
group,3,5,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,0.5263157894736842,-6.117800698632152,2,2,,,0.304852
group,3,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,30.86872009569378,-28.330809239689586,2,2,,,0.281447
group,3,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,26.271670114860527,-26.213294544984286,2,2,,,0.253024
group,3,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,2.8666666666666667,-3.544982256054519,2,2,20.119444444444447,,0.20318
group,3,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,6.968837535014005,-2.1855705896474382,2,2,20.119444444444447,,0.352851
group,3,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,61.742408752441406,35.59132766723633,2,2,,,1.0
group,3,5,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,0.7177033492822966,-5.9264131388235395,2,2,,,0.310837
group,3,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,98.51901366607248,39.31948433068912,2,2,,,0.790455
group,3,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,11.329302823907554,-41.15566183593726,2,2,,,0.109551
group,3,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,3.2634920634920634,-3.1481568592291227,2,2,33.388888888888886,,0.23683
group,3,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.24446632062526,1.0900581959638167,2,2,33.388888888888886,,0.558226
group,3,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,45.25993728637695,19.108858108520508,2,2,,,0.795054
group,3,5,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,7.011807447774751,0.36769095966891463,2,2,,,0.507646
group,3,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,31.12558139534884,-28.07394794003453,2,2,,,0.283379
group,3,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,19.06652231444725,-33.418442345397565,2,2,,,0.183841
group,3,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.53021978021978,-2.881429142501406,2,2,31.374542124542124,,0.259448
group,3,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,8.871352785145888,-0.2830553395155553,2,2,31.374542124542124,,0.472135
group,3,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,63.33095932006836,37.17988204956055,2,2,,,1.0
group,3,5,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,3.198837209302326,-3.4452792788035103,2,2,,,0.388419
group,3,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,21.33660130718954,-37.86292802819383,2,2,,,0.209726
group,3,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,19.351717464925013,-33.133247194919804,2,2,,,0.18658
group,3,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,5.313186813186813,-1.0984621095343732,2,2,47.095238095238095,,0.410637
group,3,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,8.741673223183845,-0.4127349014775987,2,2,47.095238095238095,,0.464004
group,3,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,66.34842681884766,40.197349548339844,2,2,,,1.0
group,3,5,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,5.088449071257094,-1.5556674168487419,2,2,,,0.447505
group,3,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.46044211751018,40.260912782126816,2,2,,,0.797538
group,3,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,59.370038224051754,6.885073564206941,2,2,,,0.570826
group,3,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.509198450787236,2.0975495280660503,2,2,73.63928180516966,,0.681649
group,3,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,8.655610521039055,-0.49879760362239,2,2,73.63928180516966,,0.458608
group,3,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,7.78835391998291,-18.36272430419922,2,2,,,0.247329
group,3,5,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,6.784467713787085,0.1403512256812487,2,2,,,0.500537
group,3,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,31.513617318435756,-27.68591201694761,2,2,,,0.286299
group,3,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,85.48557353976074,33.000608879915916,2,2,,,0.821581
group,3,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.426559934318554,4.014911011597368,2,2,87.56670771756978,,0.844235
group,3,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,8.420622425456331,-0.7337856992051122,2,2,87.56670771756978,,0.443875
group,3,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,11.32961654663086,-14.821462631225586,2,2,,,0.299092
group,3,5,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,3.621973929236499,-3.022142558869337,2,2,,,0.40165
group,3,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,95.49720833254113,36.297678997157774,2,2,,,0.767718
group,3,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,61.13347074060664,8.648506080761827,2,2,,,0.587758
group,3,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,8.615805073328458,2.2041561506072718,2,2,90.64309634704955,,0.690689
group,3,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.577716023489932,1.4233078988284884,2,2,90.64309634704955,,0.57912
group,3,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,8.017570495605469,-18.133508682250977,2,2,,,0.250679
group,3,5,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,6.845130584127105,0.20101409602126852,2,2,,,0.502434
group,3,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,99.86522911051213,40.66569977512876,2,2,,,0.800584
group,3,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,8.826163441548058,-43.65880121829676,2,2,,,0.085516
group,3,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.857466063348417,-1.5541828593727698,2,2,30.570135746606333,,0.371994
group,3,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,6.234768831917039,-2.9196392927444053,2,2,30.570135746606333,,0.306826
group,3,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,43.86043930053711,17.709360122680664,2,2,,,0.774597
group,3,5,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.28226351485660217,-6.361852973249234,2,2,,,0.297221
group,3,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,29.022988505747126,-30.17654082963624,2,2,,,0.267559
group,3,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,41.5905070754717,-10.894457584373114,2,2,,,0.400111
group,3,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,5.546082949308756,-0.8655659734124304,2,2,20.76451612903226,,0.430386
group,3,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,3.7576576576576577,-5.396750467003786,2,2,20.76451612903226,,0.151517
group,3,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,36.41339874267578,10.262321472167969,2,2,,,0.665743
group,3,5,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.0,-6.644116488105836,2,2,,,0.288395
group,3,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,22.472743160138485,-36.72678617524488,2,2,,,0.218274
group,3,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,73.97836538461539,21.493400724770574,2,2,,,0.711092
group,3,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.337142857142857,-0.07450606557832895,2,2,24.672857142857143,,0.497466
group,3,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,3.8970178997188714,-5.257390224942572,2,2,24.672857142857143,,0.160254
group,3,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,37.157737731933594,11.006658554077148,2,2,,,0.676624
group,3,5,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.4784403171499946,-6.165676170955841,2,2,,,0.303355
group,3,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,90.6,31.400470664616627,2,2,,,0.730871
group,3,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,54.181431608788095,1.6964669489432822,2,2,,,0.521006
group,3,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.245835095137421,-0.1658138275837655,2,2,36.836997885835096,,0.489723
group,3,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,5.889247090409443,-3.2651610342520008,2,2,36.836997885835096,,0.285163
group,3,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,10.059706687927246,-16.091373443603516,2,2,,,0.28053
group,3,5,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,14.901466992665037,8.2573505045592,2,2,,,0.754346
group,3,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,29.756097560975608,-29.44343177440776,1,1,,,0.273075
group,3,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,70.49180327868852,18.00683861884371,1,1,,,0.677615
group,3,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,9.24705882352941,2.8354099008082247,1,1,55.23529411764706,,0.744217
group,3,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,5.973282442748092,-3.181125681913352,1,1,55.23529411764706,,0.290432
group,3,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,14.164003372192383,-11.987075805664062,1,1,,,0.340522
group,3,5,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,8.048780487804878,1.404663999699042,1,1,,,0.540071
group,3,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,80.16528925619835,20.96575992081498,2,2,,,0.652359
group,3,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,64.64470199758067,12.159737337735855,2,2,,,0.621472
group,3,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.228084223013049,3.8164353002918627,2,2,74.82670027678924,,0.827405
group,3,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.310590547003688,-1.8438175776577563,2,2,74.82670027678924,,0.374278
group,3,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,7.693666458129883,-18.457412719726562,2,2,,,0.245945
group,3,5,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,16.079543596952956,9.435427108847119,2,2,,,0.791183
group,3,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,21.54182463425454,-37.65770470112883,2,2,,,0.21127
group,3,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,83.04597701149426,30.561012351649445,2,2,,,0.798157
group,3,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,12.833638443935927,6.421989521214741,2,2,97.10190694126621,,1.0
group,3,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.570617934731235,-1.583790189930209,2,2,97.10190694126621,,0.390581
group,3,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,18.057161331176758,-8.093917846679688,2,2,,,0.397429
group,3,5,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,3.304492647656186,-3.33962384044965,2,2,,,0.391723
group,3,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.66149041474853,40.46196107936517,2,2,,,0.799051
group,3,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,76.36746906024752,23.88250440040271,2,2,,,0.734031
group,3,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,6.875399826898472,0.46375090417728604,2,2,57.103145932114096,,0.543108
group,3,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.318008952415354,-0.8363991722460895,2,2,57.103145932114096,,0.437441
group,3,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,7.536543369293213,-18.61453628540039,2,2,,,0.243648
group,3,5,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,25.277723745920596,18.63360725781476,2,2,,,1.0
group,3,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,30.697409337311427,-28.50211999807194,2,2,,,0.280158
group,3,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,97.9095756750624,45.424611015217586,2,2,,,0.940873
group,3,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,11.333092833092833,4.9214439103716465,2,2,101.03601491101492,,0.921106
group,3,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.90984614621166,-0.24456197844978522,2,2,101.03601491101492,,0.474548
group,3,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,10.995918273925781,-15.155160903930664,2,2,,,0.294214
group,3,5,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,15.856174993715985,9.21205850561015,2,2,,,0.784199
group,3,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,90.6635442462525,31.464014910869132,2,2,,,0.731349
group,3,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,90.79761817246195,38.31265351261714,2,2,,,0.872586
group,3,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,10.61142129008438,4.199772367363193,2,2,47.50862247516817,,0.859911
group,3,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,4.465931145720406,-4.688476978941038,2,2,47.50862247516817,,0.195924
group,3,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,7.778475284576416,-18.372604370117188,2,2,,,0.247185
group,3,5,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,39.86430483734918,33.220188349243344,2,2,,,1.0
group,3,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,32.24140917921622,-26.95812015616715,2,2,,,0.291775
group,3,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,90.89933845878777,38.414373798942954,2,2,,,0.873563
group,3,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,13.000733944954128,6.5890850222329425,2,2,66.91361467889908,,1.0
group,3,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,5.069450532923126,-4.084957591738318,2,2,66.91361467889908,,0.233763
group,3,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,15.649124145507812,-10.501955032348633,2,2,,,0.36223
group,3,5,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,18.65324885847574,12.009132370369905,2,2,,,0.87166
group,3,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,88.09539078156314,28.895861446179765,2,2,,,0.712026
group,3,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,14.659081454363923,-37.82588320548089,2,2,,,0.141522
group,3,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.4064608199273483,-4.005188102793838,2,2,43.761027503892066,,0.164156
group,3,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,18.1834072878849,9.028999163223457,2,2,43.761027503892066,,1.0
group,3,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,30.924396514892578,4.773317337036133,2,2,,,0.58551
group,3,5,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.3341632949476088,-5.309953193158227,2,2,,,0.330113
group,3,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,27.355030274802047,-31.84449906058132,2,2,,,0.255009
group,3,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,40.041583643766785,-12.443381016078028,2,2,,,0.385239
group,3,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.8738636363636365,-3.5377852863575496,2,2,44.86363636363636,,0.203791
group,3,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,15.407196969696969,6.252788845035526,2,2,44.86363636363636,,0.881919
group,3,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,35.739845275878906,9.588767051696777,2,2,,,0.655898
group,3,5,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,1.3572339285849007,-5.286882559520936,2,2,,,0.330834
group,3,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,98.76796714579055,39.56843781040718,2,2,,,0.792328
group,3,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,69.59484814755922,17.109883487714413,2,2,,,0.669002
group,3,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,5.919109252621798,-0.4925396700993887,2,2,30.365996283021374,,0.462018
group,3,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.166221616611573,-3.9881865080498713,2,2,30.365996283021374,,0.239831
group,3,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,14.122451782226562,-12.028627395629883,2,2,,,0.339915
group,3,5,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,1.7926959303358805,-4.851420557769956,2,2,,,0.344451
group,3,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,31.978107277508474,-27.221422057874893,2,2,,,0.289794
group,3,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,82.53623188405797,30.051267224213163,2,2,,,0.793262
group,3,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,6.29670457182641,-0.11494435089477628,2,2,35.071516979964414,,0.494037
group,3,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.5873478365793545,-3.5670602880820894,2,2,35.071516979964414,,0.266234
group,3,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,21.81026840209961,-4.340810775756836,2,2,,,0.452288
group,3,5,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,2.3532300478408263,-4.290886440265011,2,2,,,0.361978
group,3,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,90.52683306753698,31.327303732153624,2,2,,,0.730321
group,3,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,23.60997360997361,-28.874991049871202,2,2,,,0.227467
group,3,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.210071139628958,-1.2015777830922278,2,2,81.87578462826056,,0.401894
group,3,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,15.717034943473793,6.562626818812349,2,2,81.87578462826056,,0.901345
group,3,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,17.32058334350586,-8.830495834350586,2,2,,,0.386662
group,3,5,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,1.2342040026603787,-5.409912485445457,2,2,,,0.326987
group,3,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,33.45864661654135,-25.740882718842016,2,2,,,0.300934
group,3,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,65.86148206336738,13.376517403522563,2,2,,,0.633155
group,3,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.180727554179566,-0.23092136854161982,2,2,80.64434984520125,,0.484202
group,3,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,13.047915357642339,3.8935072329808937,2,2,80.64434984520125,,0.733997
group,3,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,15.60439395904541,-10.546685218811035,2,2,,,0.361577
group,3,5,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,2.0676691729323307,-4.576447315173506,2,2,,,0.353049
group,3,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,98.03030041585423,38.83077108047086,2,2,,,0.786778
group,3,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,31.919306184012065,-20.56565847583275,2,2,,,0.307251
group,3,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,5.488909090909091,-0.9227398318120952,2,2,77.4030303030303,,0.425538
group,3,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,14.169139979859013,5.014731855197569,2,2,77.4030303030303,,0.804295
group,3,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,12.82069206237793,-13.330387115478516,2,2,,,0.320887
group,3,5,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,3.4444578652816364,-3.1996586228241997,2,2,,,0.396099
group,3,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,26.04310070952028,-33.156428625863086,2,2,,,0.245138
group,3,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,50.21739130434783,-2.267573355496989,2,2,,,0.482945
group,3,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,7.674358974358975,1.2627100516377885,2,2,97.98218623481782,,0.610857
group,3,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,12.792105263157895,3.637697138496451,2,2,97.98218623481782,,0.717958
group,3,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,19.656999588012695,-6.49407958984375,2,2,,,0.420814
group,3,5,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,1.6729764552225634,-4.971140032883273,2,2,,,0.340707
baseline,3,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,60.81342263640064,,72,72,,,0.506754
baseline,3,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,50.97846733370128,,72,72,,,0.490252
baseline,3,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.780901084454265,,72,72,58.09128604189156,,0.535095
baseline,3,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.085533950724477,,72,72,58.09128604189156,,0.485563
baseline,3,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,25.071388244628906,,72,72,,,0.499956
baseline,3,6,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,7.046875408260151,,72,72,,,0.508742
group,3,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,99.6897315052842,38.87630886888356,3,3,,,0.799263
group,3,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,38.70707590964498,-12.271391424056306,3,3,,,0.372425
group,3,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,5.162967651195499,-1.6179334332587656,3,3,68.05203197868089,,0.397899
group,3,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.232037865823775,4.1465039150992995,3,3,68.05203197868089,,0.745541
group,3,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,11.475367546081543,-13.596020698547363,3,3,,,0.301222
group,3,6,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,16.605235691971757,9.558360283711606,3,3,,,0.807621
group,3,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,29.83585858585859,-30.977564050542053,2,2,,,0.273675
group,3,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,61.39790038677086,10.419433053069572,2,2,,,0.590297
group,3,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,6.590595340811044,-0.19030574364322073,2,2,85.56837791199311,,0.518958
group,3,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,13.023932112890922,3.938398162166446,2,2,85.56837791199311,,0.732493
group,3,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,19.985401153564453,-5.085987091064453,2,2,,,0.425614
group,3,6,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,6.691919191919192,-0.354956216340959,2,2,,,0.497643
group,3,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,34.056595054654224,-26.756827581746418,2,2,,,0.305433
group,3,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,35.28687337003767,-15.69159396366361,2,2,,,0.339585
group,3,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.949017199017199,-0.8318838854370663,2,2,32.70485257985258,,0.464554
group,3,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,5.38727045222234,-3.698263498502137,2,2,32.70485257985258,,0.25369
group,3,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,38.85405349731445,13.782665252685547,2,2,,,0.701419
group,3,6,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,0.5780492518127054,-6.468826156447445,2,2,,,0.30647
group,3,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,32.76733828795445,-28.046084348446186,2,2,,,0.295732
group,3,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,11.501937984496124,-39.47652934920516,2,2,,,0.111208
group,3,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,5.417763157894736,-1.3631379265595283,2,2,84.42434210526315,,0.419505
group,3,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,15.5,6.414466049275524,2,2,84.42434210526315,,0.887737
group,3,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,62.29273986816406,37.221351623535156,2,2,,,1.0
group,3,6,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.0,-7.046875408260151,2,2,,,0.288395
group,3,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,99.72742127153893,38.913998635138284,2,2,,,0.799547
group,3,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,78.59036495478205,27.61189762108077,2,2,,,0.755375
group,3,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.692810941588901,-2.0880901428653647,2,2,23.726559028292108,,0.358032
group,3,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.1174129894210925,-3.968120961303384,2,2,23.726559028292108,,0.23677
group,3,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,18.686986923217773,-6.384401321411133,2,2,,,0.406635
group,3,6,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,3.121657754010695,-3.925217654249456,2,2,,,0.386006
group,3,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,82.59574468085106,21.782322044450424,2,2,,,0.670646
group,3,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,51.81881065245254,0.8403433187512626,2,2,,,0.498321
group,3,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.709114859816759,-2.0717862246375063,2,2,31.672977861664897,,0.359414
group,3,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,6.701967079420364,-2.3835668713041125,2,2,31.672977861664897,,0.336119
group,3,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,20.556169509887695,-4.515218734741211,2,2,,,0.433957
group,3,6,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,7.590587044534413,0.5437116362742618,2,2,,,0.525744
group,3,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,30.563433541312158,-30.24998909508848,2,2,,,0.27915
group,3,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,41.413630229419695,-9.564837104281583,2,2,,,0.398413
group,3,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,5.785788113695091,-0.9951129707591746,2,2,42.17312661498708,,0.450712
group,3,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,7.562272145826672,-1.5232618048978055,2,2,42.17312661498708,,0.390058
group,3,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,46.61453628540039,21.543148040771484,2,2,,,0.814854
group,3,6,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,1.694948635532867,-5.351926772727284,2,2,,,0.341394
group,3,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,26.594342179837852,-34.219080456562786,2,2,,,0.249286
group,3,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,83.67226643088712,32.69379909718584,2,2,,,0.80417
group,3,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.1692466460268314,-3.6116544384274336,2,2,27.448658410732712,,0.228838
group,3,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.588016381766382,-0.49751756895809507,2,2,27.448658410732712,,0.45437
group,3,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,36.39730453491211,11.325915336608887,2,2,,,0.665508
group,3,6,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,4.194591416813639,-2.852283991446512,2,2,,,0.419555
group,3,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,99.3160679861447,38.50264534974407,2,2,,,0.796452
group,3,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,8.331127168530227,-42.64734016517106,2,2,,,0.080763
group,3,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.234375,-4.546526084454265,2,2,18.412259615384613,,0.149564
group,3,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.157375851996104,-0.928158098728372,2,2,18.412259615384613,,0.42737
group,3,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,64.94547271728516,39.87408447265625,2,2,,,1.0
group,3,6,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,0.1278772378516624,-6.918998170408488,2,2,,,0.292394
group,3,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,25.84425717852684,-34.9691654578738,2,2,,,0.243642
group,3,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,27.340823970037448,-23.637643363663834,2,2,,,0.263289
group,3,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,5.135304659498209,-1.6455964249560568,2,2,42.77956989247312,,0.395554
group,3,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,8.31549955243407,-0.7700343982904068,2,2,42.77956989247312,,0.437284
group,3,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,33.99768829345703,8.926301956176758,2,2,,,0.630433
group,3,6,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,1.202160711763875,-5.8447146964962755,2,2,,,0.325985
group,3,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,83.85531914893616,23.04189651253553,2,2,,,0.680124
group,3,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,13.76602885193348,-37.212438481767805,2,2,,,0.132947
group,3,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,3.170918367346939,-3.609982717107326,2,2,34.2920918367347,,0.22898
group,3,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.784858387799563,1.699324437075087,2,2,34.2920918367347,,0.592108
group,3,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,43.183956146240234,18.112567901611328,2,2,,,0.764709
group,3,6,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,5.977777777777778,-1.0690976304823732,2,2,,,0.475313
group,3,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,31.516323871935576,-29.297098764465062,2,2,,,0.286319
group,3,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,23.060947360012783,-27.9175199736885,2,2,,,0.222195
group,3,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,4.066666666666666,-2.7142344177875986,2,2,28.958333333333336,,0.304937
group,3,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,7.163541666666667,-1.92199228405781,2,2,28.958333333333336,,0.365058
group,3,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,50.11176300048828,25.040376663208008,2,2,,,0.865974
group,3,6,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,3.5028226283999846,-3.5440527798601664,2,2,,,0.397924
group,3,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,30.906976744186046,-29.90644589221459,2,2,,,0.281734
group,3,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,16.47900182592818,-34.4994655077731,2,2,,,0.158997
group,3,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,7.1439393939393945,0.36303830948512905,2,2,61.28030303030303,,0.565879
group,3,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,8.53651601316971,-0.5490179375547672,2,2,61.28030303030303,,0.451141
group,3,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,56.90888214111328,31.837493896484375,2,2,,,0.965328
group,3,6,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,4.137880704485745,-2.9089947037744057,2,2,,,0.417782
group,3,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.75294117647059,38.93951854006995,2,2,,,0.799739
group,3,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,61.11130816204681,10.132840828345529,2,2,,,0.587545
group,3,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.800763248847925,2.019862164393661,2,2,80.12220782130056,,0.706373
group,3,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.104471206109444,0.0189372553849676,2,2,80.12220782130056,,0.486751
group,3,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.767876625061035,-18.303512573242188,2,2,,,0.232413
group,3,6,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,6.623529411764706,-0.4233459964954447,2,2,,,0.495505
group,3,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,32.15801208285386,-28.65541055354678,2,2,,,0.291147
group,3,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,79.94202898550725,28.963561651805968,2,2,,,0.768353
group,3,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.450264697687377,3.669363613233113,2,2,97.77723599888549,,0.846245
group,3,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.366950214831135,0.28141626410665754,2,2,97.77723599888549,,0.503208
group,3,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,12.807878494262695,-12.263509750366211,2,2,,,0.3207
group,3,6,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,4.130705792098197,-2.9161696161619544,2,2,,,0.417557
group,3,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,99.73118279569893,38.91776015929829,2,2,,,0.799575
group,3,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,50.631572995589735,-0.3468943381115466,2,2,,,0.486921
group,3,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,8.128224753500518,1.3473236690462524,2,2,82.15927918598894,,0.649344
group,3,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.310035538268348,1.2245015875438723,2,2,82.15927918598894,,0.562337
group,3,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,8.146829605102539,-16.924558639526367,2,2,,,0.252569
group,3,6,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,8.291717280784631,1.2448418725244803,2,2,,,0.547667
group,3,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,98.8889766947326,38.07555405833197,2,2,,,0.793238
group,3,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,10.225552861656013,-40.75291447204526,2,2,,,0.098953
group,3,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.921605401350337,-1.8592956831039276,2,2,25.23068267066767,,0.377433
group,3,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,5.1364005243773025,-3.9491334263471747,2,2,25.23068267066767,,0.237961
group,3,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,38.50542449951172,13.434036254882812,2,2,,,0.696323
group,3,6,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.6506535198349003,-6.39622188842525,2,2,,,0.30874
group,3,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,33.05697345077655,-27.75644918562408,2,2,,,0.297911
group,3,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,40.95214356929212,-10.02632376440916,2,2,,,0.393982
group,3,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,5.397018970189702,-1.3838821142645634,2,2,20.887759710930442,,0.417746
group,3,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,3.8536185233563476,-5.231915427368129,2,2,20.887759710930442,,0.157533
group,3,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,34.078025817871094,9.006638526916504,2,2,,,0.631607
group,3,6,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,1.1142839406542926,-5.932591467605858,2,2,,,0.323237
group,3,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,29.33854907539118,-31.474873561009456,2,2,,,0.269933
group,3,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,53.04195804195804,2.0634907082567615,2,2,,,0.510065
group,3,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.971109040074557,0.19020795562029225,2,2,29.547996272134206,,0.551224
group,3,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.28450996413596,-4.8010239865885165,2,2,29.547996272134206,,0.184549
group,3,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,34.95074462890625,9.87935733795166,2,2,,,0.644364
group,3,6,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,0.838166101323996,-6.208709306936155,2,2,,,0.314603
group,3,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,97.26190476190476,36.44848212550412,2,2,,,0.780996
group,3,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,56.72557372908955,5.747106395388261,2,2,,,0.545435
group,3,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.059007506255213,-0.7218935781990523,2,2,38.17097581317765,,0.473881
group,3,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.29972733469666,-2.785806616027817,2,2,38.17097581317765,,0.310899
group,3,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,11.103286743164062,-13.968101501464844,2,2,,,0.295784
group,3,6,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,12.894703777914444,5.847828369654292,2,2,,,0.691597
group,3,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,35.52762178398851,-25.28580085241213,2,2,,,0.316501
group,3,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,67.26190476190476,16.283437428203477,2,2,,,0.646602
group,3,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,6.548047696983867,-0.23285338747039797,2,2,39.11976852934299,,0.51535
group,3,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,5.956685555823487,-3.1288483949009898,2,2,39.11976852934299,,0.289391
group,3,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,22.857452392578125,-2.2139368057250977,2,2,,,0.467595
group,3,6,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,7.624395977536894,0.5775205692767429,2,2,,,0.526801
group,3,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.86631016042782,39.05288752402717,2,2,,,0.800592
group,3,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,61.65020459997179,10.671737266270501,2,2,,,0.59272
group,3,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.986753909990423,4.205852825536159,2,2,75.11155442068305,,0.891738
group,3,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,6.841088747440436,-2.2444452032840414,2,2,75.11155442068305,,0.344841
group,3,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,7.132030487060547,-17.93935775756836,2,2,,,0.237735
group,3,6,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,15.381367858148042,8.334492449887893,2,2,,,0.769352
group,3,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,27.999092970521545,-32.81432966587909,2,2,,,0.259855
group,3,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,77.26377952755905,26.285312193857777,2,2,,,0.742637
group,3,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,13.00628712871287,6.225386044258606,2,2,95.38242574257426,,1.0
group,3,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.333666500961151,-1.7518674497633264,2,2,95.38242574257426,,0.375725
group,3,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,12.460912704467773,-12.610475540161133,2,2,,,0.315628
group,3,6,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,5.69509855224141,-1.3517768560187418,2,2,,,0.466474
group,3,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,99.87951807228916,39.06609543588852,2,2,,,0.800691
group,3,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,64.7951183517231,13.816651018021822,2,2,,,0.622916
group,3,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,5.258130081300813,-1.5227710031534518,2,2,46.738306047444034,,0.405969
group,3,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.871637154834685,-0.2138967958897915,2,2,46.738306047444034,,0.472153
group,3,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,10.961538314819336,-14.10984992980957,2,2,,,0.293712
group,3,6,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,13.05431750869828,6.007442100438127,2,2,,,0.696588
group,3,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,28.05348837209302,-32.75993426430762,2,2,,,0.260265
group,3,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,90.2659574468085,39.287490113107225,2,2,,,0.867481
group,3,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,11.573200442967885,4.7922993585136195,2,2,104.05038759689923,,0.941466
group,3,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,9.058080117255614,-0.02745383346886321,2,2,104.05038759689923,,0.483842
group,3,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,11.725909233093262,-13.345479011535645,2,2,,,0.304885
group,3,6,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,13.246511627906976,6.199636219646825,2,2,,,0.702598
group,3,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,91.2106615285806,30.397238892179963,2,2,,,0.735466
group,3,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,87.17008228535941,36.19161495165813,2,2,,,0.837755
group,3,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,10.754292663822069,3.973391579367804,2,2,52.00419990518006,,0.872026
group,3,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,4.7903003716647845,-4.295233579059692,2,2,52.00419990518006,,0.216261
group,3,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,9.913071632385254,-15.158316612243652,2,2,,,0.278386
group,3,6,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,42.981704492820754,35.934829084560604,2,2,,,1.0
group,3,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,29.045230706845775,-31.768191929554863,3,3,,,0.267726
group,3,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,96.82037023265549,45.84190289895421,3,3,,,0.930415
group,3,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,15.911784066161076,9.13088298170681,3,3,101.22711532670883,,1.0
group,3,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,6.36808171516797,-2.717452235556506,3,3,101.22711532670883,,0.315185
group,3,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,10.994513511657715,-14.076874732971191,3,3,,,0.294194
group,3,6,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,23.028264491912086,15.981389083651935,3,3,,,1.0
group,3,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,99.84984984984985,39.03642721344921,2,2,,,0.800468
group,3,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,12.424698795180722,-38.55376853852056,2,2,,,0.120068
group,3,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.6285714285714286,-4.152329655882837,2,2,50.26785714285714,,0.182991
group,3,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,19.133497027655725,10.047963076931248,2,2,50.26785714285714,,1.0
group,3,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,27.057416915893555,1.9860286712646484,2,2,,,0.528986
group,3,6,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.6092601221911567,-5.437615286068994,2,2,,,0.338715
group,3,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,31.696089818041038,-29.1173328183596,2,2,,,0.287672
group,3,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,40.925911649063295,-10.052555684637984,2,2,,,0.39373
group,3,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.386121856866538,-4.394779227587728,2,2,38.6436170212766,,0.162432
group,3,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,16.210280373831775,7.1247464231072986,2,2,38.6436170212766,,0.93227
group,3,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,34.58110809326172,9.50971794128418,2,2,,,0.638961
group,3,6,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,1.113433991482772,-5.933441416777379,2,2,,,0.323211
group,3,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,100.0,39.18657736359936,2,2,,,0.801598
group,3,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,74.93182502473225,23.953357691030966,2,2,,,0.720247
group,3,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,5.957263967386268,-0.8236371170679964,2,2,29.84396522437382,,0.465253
group,3,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.015901469422596,-4.0696324813018805,2,2,29.84396522437382,,0.230406
group,3,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,11.401201248168945,-13.670186996459961,2,2,,,0.300138
group,3,6,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,3.6745666480278727,-3.3723087602322783,2,2,,,0.403294
group,3,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,32.12812822195145,-28.68529441444919,2,2,,,0.290923
group,3,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,87.61358473421171,36.63511740051044,2,2,,,0.842014
group,3,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,7.450880758807588,0.6699796743533231,2,2,47.635840108401084,,0.591907
group,3,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,6.34872872856482,-2.736805222159657,2,2,47.635840108401084,,0.313971
group,3,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,16.789657592773438,-8.281729698181152,2,2,,,0.378902
group,3,6,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,3.821234417471178,-3.225640990788973,2,2,,,0.407881
group,3,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,99.88262910798122,39.06920647158058,2,2,,,0.800715
group,3,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,22.8851400909491,-28.093327242752185,2,2,,,0.220507
group,3,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,4.972222222222221,-1.808678862232043,2,2,73.26210826210826,,0.381725
group,3,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,14.743301426209971,5.657767475485495,2,2,73.26210826210826,,0.840294
group,3,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,16.6678466796875,-8.403542518615723,2,2,,,0.377121
group,3,6,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,1.320349361338438,-5.7265260469217125,2,2,,,0.329681
group,3,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,32.054075867635184,-28.759346768765454,2,2,,,0.290365
group,3,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,56.40874574495942,5.430278411258133,2,2,,,0.542392
group,3,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.19469405220368,-0.5862070322505852,2,2,89.52128797603766,,0.485386
group,3,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,14.400902789423668,5.315368838699191,2,2,89.52128797603766,,0.818826
group,3,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,20.649776458740234,-4.4216108322143555,2,2,,,0.435325
group,3,6,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,1.9935431799838579,-5.053332228276293,2,2,,,0.350731
group,3,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,96.27930293869159,35.46588030229095,2,2,,,0.773603
group,3,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,29.782082324455203,-21.19638500924608,2,2,,,0.28673
group,3,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,7.2199624530663336,0.4390613686120681,2,2,84.49421151439299,,0.572326
group,3,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,11.700360144057623,2.6148261933331467,2,2,84.49421151439299,,0.649508
group,3,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,13.40804386138916,-11.663344383239746,2,2,,,0.329472
group,3,6,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,4.681090379780336,-2.365785028479815,2,2,,,0.434767
group,3,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,23.985784330611917,-36.827638305788724,2,2,,,0.229659
group,3,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,53.26476793248945,2.2863005987881664,2,2,,,0.512205
group,3,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,8.770348837209301,1.9894477527550372,2,2,123.9544573643411,,0.703794
group,3,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,14.080236508058132,4.994702557333654,2,2,123.9544573643411,,0.798721
group,3,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,14.364189147949219,-10.707199096679688,2,2,,,0.343448
group,3,6,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,4.676358124633987,-2.3705172836261643,2,2,,,0.434619
baseline,3,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,62.89752357856331,,70,70,,,0.522435
baseline,3,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,54.90702635199796,,70,70,,,0.527973
baseline,3,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.482108138322043,,70,70,54.63728046245882,,0.509758
baseline,3,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.161076519253944,,70,70,54.63728046245882,,0.4903
baseline,3,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,24.4951229095459,,70,70,,,0.491533
baseline,3,7,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,8.64455474652693,,70,70,,,0.5587
group,3,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,98.59239081552676,35.694867236963454,2,2,,,0.791007
group,3,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,52.26284271475028,-2.6441836372476892,2,2,,,0.502585
group,3,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,5.001322751322752,-1.4807853869992917,2,2,73.85912698412699,,0.384192
group,3,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,14.796881737289796,5.63580521803585,2,2,73.85912698412699,,0.843653
group,3,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,8.319072723388672,-16.17605209350586,2,2,,,0.255087
group,3,7,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,20.236871522736326,11.592316776209396,2,2,,,0.921178
group,3,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,32.742047026279394,-30.155476552283904,2,2,,,0.295542
group,3,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,64.62436766763534,9.717341315637377,2,2,,,0.621277
group,3,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.829737335834897,-0.652370802487146,2,2,78.37309032430983,,0.454439
group,3,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,13.45134575569358,4.290269236439635,2,2,78.37309032430983,,0.759291
group,3,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,17.763046264648438,-6.732079029083252,2,2,,,0.39313
group,3,7,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,10.914591977869986,2.270037231343056,2,2,,,0.629681
group,3,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,35.29624762957101,-27.601275948992285,2,2,,,0.31476
group,3,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,53.210431654676256,-1.6965946973217143,2,2,,,0.511683
group,3,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,6.728709394205444,0.24660125588340032,2,2,37.67328797190518,,0.530669
group,3,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,5.590388753056235,-3.570687766197711,2,2,37.67328797190518,,0.266425
group,3,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,23.688636779785156,-0.806488037109375,2,2,,,0.479745
group,3,7,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,2.7217004375027996,-5.922854309024131,2,2,,,0.373499
group,3,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,34.83253148250388,-28.064992096059417,2,2,,,0.311271
group,3,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,10.9534127843987,-43.95361356759927,2,2,,,0.105941
group,3,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,4.278074866310161,-2.2040332720118823,2,2,62.07219251336898,,0.322863
group,3,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,14.520609318996417,5.35953279974247,2,2,62.07219251336898,,0.826331
group,3,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,69.58847045898438,45.09334182739258,2,2,,,1.0
group,3,7,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.12224938875305623,-8.522305357773874,2,2,,,0.292218
group,3,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,99.73677648167134,36.83925290310804,2,2,,,0.799617
group,3,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,79.85446189199541,24.947435539997436,2,2,,,0.767513
group,3,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.680917380491849,-1.8011907578301942,2,2,26.20044211108041,,0.357023
group,3,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.606422637535822,-3.5546538817181244,2,2,26.20044211108041,,0.26743
group,3,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,17.816478729248047,-6.678647041320801,2,2,,,0.393911
group,3,7,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,6.2965836358094815,-2.347971110717449,2,2,,,0.485282
group,3,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,97.42334167709637,34.52581809853307,2,2,,,0.782211
group,3,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,45.9923176471558,-8.914708704842173,2,2,,,0.442376
group,3,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.496212121212121,-1.9858960171099218,2,2,41.258116883116884,,0.341361
group,3,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,9.12652113320263,-0.03455538605131547,2,2,41.258116883116884,,0.488133
group,3,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,15.337566375732422,-9.15755844116211,2,2,,,0.357676
group,3,7,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,5.046933667083855,-3.597621079443076,2,2,,,0.446207
group,3,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,31.12690875735175,-31.770614821211545,2,2,,,0.283389
group,3,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,62.973405736563635,8.066379384565664,2,2,,,0.605425
group,3,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,4.875541125541125,-1.6065670127809177,2,2,36.33387445887446,,0.373526
group,3,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,7.454656862745098,-1.706419656508848,2,2,36.33387445887446,,0.383311
group,3,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,34.5140495300293,10.01892375946045,2,2,,,0.637981
group,3,7,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,2.5255625101170884,-6.1189922364098415,2,2,,,0.367366
group,3,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,34.628991470014014,-28.268532108549277,2,2,,,0.309739
group,3,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,74.30996714129245,19.40294078929447,2,2,,,0.714276
group,3,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,2.763469827586207,-3.718638310735836,2,2,25.177397629310345,,0.19443
group,3,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,9.133567390920332,-0.027509128333614186,2,2,25.177397629310345,,0.488575
group,3,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,34.974693298339844,10.47956657409668,2,2,,,0.644714
group,3,7,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,9.205221941237875,0.5606671947109447,2,2,,,0.576231
group,3,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,98.58858858858859,35.6910650100253,2,2,,,0.790978
group,3,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,13.932078559738134,-40.97494779225984,2,2,,,0.134542
group,3,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.830454545454545,-3.651653592867498,2,2,24.26409090909091,,0.20011
group,3,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.511376964578936,-0.6496995546750108,2,2,24.26409090909091,,0.449565
group,3,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,44.24955368041992,19.75442886352539,2,2,,,0.780285
group,3,7,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,2.6126126126126126,-6.031942133914318,2,2,,,0.370088
group,3,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,37.93650793650794,-24.961015642055358,2,2,,,0.334625
group,3,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,32.73993808049536,-22.167088271502614,2,2,,,0.31513
group,3,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,3.2608695652173916,-3.2212385731046513,2,2,23.586956521739133,,0.236608
group,3,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.288527243301564,-1.8725492759523816,2,2,23.586956521739133,,0.372895
group,3,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,43.0286865234375,18.5335636138916,2,2,,,0.76244
group,3,7,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,0.640142021720969,-8.004412724805961,2,2,,,0.308412
group,3,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,99.39785522788203,36.50033164931874,2,2,,,0.797067
group,3,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,10.073808748507544,-44.833217603490425,2,2,,,0.097496
group,3,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.710164835164835,-3.771943303157208,2,2,33.91483516483517,,0.18991
group,3,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,12.668544600938969,3.5074680816850217,2,2,33.91483516483517,,0.710211
group,3,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,53.06166076660156,28.5665340423584,2,2,,,0.909092
group,3,7,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,4.40857908847185,-4.2359756580550805,2,2,,,0.426246
group,3,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,35.84820006371456,-27.049323514848737,2,2,,,0.318913
group,3,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,25.632440476190474,-29.274585875807496,2,2,,,0.246886
group,3,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.7584210526315784,-2.7236870856904645,2,2,45.205263157894734,,0.278798
group,3,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,12.087941221027117,2.9268647017731713,2,2,45.205263157894734,,0.673808
group,3,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,49.98182678222656,25.486703872680664,2,2,,,0.864074
group,3,7,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,3.9694170117871934,-4.675137734739737,2,2,,,0.412514
group,3,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,32.831903364190566,-30.065620214372732,2,2,,,0.296218
group,3,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,11.429693637077769,-43.4773327149202,2,2,,,0.110514
group,3,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,4.642857142857142,-1.8392509954649001,2,2,43.95833333333333,,0.353796
group,3,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,9.5,0.33892348074605394,2,2,43.95833333333333,,0.51155
group,3,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,82.34523010253906,57.85010528564453,2,2,,,1.0
group,3,7,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,1.574847595393994,-7.069707151132937,2,2,,,0.337639
group,3,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.59881597178486,36.701292393221564,2,2,,,0.798579
group,3,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,69.47837570155167,14.571349349553692,2,2,,,0.667884
group,3,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,9.048700781125458,2.566592642803416,2,2,85.69209309740157,,0.727397
group,3,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.495565795096478,0.3344892758425324,2,2,85.69209309740157,,0.511272
group,3,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.760406494140625,-17.734718322753906,2,2,,,0.232303
group,3,7,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,11.368560272074568,2.7240055255476383,2,2,,,0.643876
group,3,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,34.04135835095137,-28.85616522761192,2,2,,,0.305318
group,3,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,89.04578519469405,34.138758842696085,2,2,,,0.855765
group,3,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.546846351301797,4.064738212979754,2,2,93.02026035936927,,0.854435
group,3,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,8.836289342427724,-0.3247871768262218,2,2,93.02026035936927,,0.469936
group,3,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,11.966377258300781,-12.52874755859375,2,2,,,0.308399
group,3,7,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,7.6275105708245245,-1.0170441757024062,2,2,,,0.526898
group,3,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,99.44382647385984,36.54630289529655,2,2,,,0.797413
group,3,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,48.68067489454772,-6.226351457450249,2,2,,,0.468189
group,3,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,6.676968543378081,0.19486040505603786,2,2,68.66571495358312,,0.526282
group,3,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.319876782666878,1.1588002634129309,2,2,68.66571495358312,,0.562954
group,3,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,8.324445724487305,-16.170679092407227,2,2,,,0.255165
group,3,7,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,9.246384872080089,0.6018301255531591,2,2,,,0.577519
group,3,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,96.29156010230179,33.39403652373849,2,2,,,0.773695
group,3,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,20.34756269162976,-34.55946366036821,2,2,,,0.196142
group,3,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,5.210344827586207,-1.2717633107358361,2,2,21.52298850574713,,0.401917
group,3,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.13487071977638,-5.026205799477566,2,2,21.52298850574713,,0.175167
group,3,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,38.3940544128418,13.898929595947266,2,2,,,0.694695
group,3,7,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.797792307271434,-7.846762439255496,2,2,,,0.313341
group,3,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,31.98246645723394,-30.915057121329355,2,2,,,0.289827
group,3,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,57.96117977102131,3.05415341902334,2,2,,,0.557299
group,3,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,5.6618881118881115,-0.8202200264339314,2,2,22.397319347319346,,0.440206
group,3,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,3.97259894517573,-5.188477574078216,2,2,22.397319347319346,,0.164993
group,3,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,22.850364685058594,-1.644759178161621,2,2,,,0.467492
group,3,7,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.0,-8.64455474652693,2,2,,,0.288395
group,3,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,21.434511434511435,-41.46301214405186,2,2,,,0.210463
group,3,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,72.66414141414141,17.75711506214344,2,2,,,0.698473
group,3,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,7.02827380952381,0.5461656712017668,2,2,31.473214285714285,,0.556071
group,3,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.428324824344134,-4.732751694909812,2,2,31.473214285714285,,0.193566
group,3,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,34.3840446472168,9.888919830322266,2,2,,,0.63608
group,3,7,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,2.2467136502224223,-6.397841096304508,2,2,,,0.358647
group,3,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.42380952380952,36.52628594524623,2,2,,,0.797263
group,3,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,60.34785917989826,5.440832827900287,2,2,,,0.580215
group,3,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,7.1780095255933425,0.6959013872713,2,2,45.6609383779734,,0.568768
group,3,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.3548380807549085,-2.8062384384990375,2,2,45.6609383779734,,0.314354
group,3,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,7.184002876281738,-17.31112289428711,2,2,,,0.238495
group,3,7,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,15.333333333333332,6.688778586806403,2,2,,,0.76785
group,3,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,35.568663036902606,-27.328860541660692,2,2,,,0.31681
group,3,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,72.72508425613867,17.818057904140694,2,2,,,0.699058
group,3,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,8.420688847235239,1.9385807089131961,2,2,52.268626991565135,,0.674144
group,3,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.213777148441395,-2.947299370812551,2,2,52.268626991565135,,0.30551
group,3,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,14.604024887084961,-9.89109992980957,2,2,,,0.346954
group,3,7,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,11.008771929824562,2.3642171832976313,2,2,,,0.632626
group,3,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.6442058059948,36.746682227431506,2,2,,,0.798921
group,3,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,60.7582186408044,5.851192288806427,2,2,,,0.584155
group,3,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,9.860429998694006,3.3783218603719627,2,2,69.5116151887162,,0.796229
group,3,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.060780211351556,-2.1002963079023904,2,2,69.5116151887162,,0.358616
group,3,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,7.1994829177856445,-17.295642852783203,2,2,,,0.238721
group,3,7,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,15.074345055463771,6.429790308936841,2,2,,,0.759752
group,3,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,33.875241018098166,-29.022282560465133,2,2,,,0.304068
group,3,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,76.21283255086072,21.305806198862754,2,2,,,0.732547
group,3,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,12.710497835497836,6.228389697175793,2,2,97.18874458874458,,1.0
group,3,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.609941146222782,-1.551135373031164,2,2,97.18874458874458,,0.393047
group,3,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,11.14828109741211,-13.346843719482422,2,2,,,0.296441
group,3,7,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,8.069686641115213,-0.5748681054117175,2,2,,,0.540725
group,3,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,98.95145818809125,36.05393460952796,2,2,,,0.793709
group,3,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,83.17524583688488,28.268219484886913,2,2,,,0.799398
group,3,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,7.6971428571428575,1.2150347188208142,2,2,61.37571428571429,,0.612789
group,3,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,7.971705522486772,-1.189370996767174,2,2,61.37571428571429,,0.415729
group,3,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,6.098230838775635,-18.396894454956055,2,2,,,0.222624
group,3,7,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,33.62890626987802,24.984351523351094,2,2,,,1.0
group,3,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,30.79916142557652,-32.09836215298677,2,2,,,0.280923
group,3,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,96.0079575596817,41.10093120768373,2,2,,,0.922615
group,3,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,12.281733294426612,5.799625156104569,2,2,112.41092792529909,,1.0
group,3,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,9.159097197766261,-0.0019793214876839826,2,2,112.41092792529909,,0.490176
group,3,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,8.26357650756836,-16.231548309326172,2,2,,,0.254275
group,3,7,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,16.0146750524109,7.3701203058839715,2,2,,,0.789155
group,3,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,99.42222222222222,36.52469864365893,2,2,,,0.797251
group,3,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,89.17232200666652,34.26529565466854,2,2,,,0.85698
group,3,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,10.77068279798409,4.288574659662048,2,2,49.58852237537191,,0.873415
group,3,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,4.604112672222811,-4.556963847031135,2,2,49.58852237537191,,0.204588
group,3,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,6.963547706604004,-17.531578063964844,2,2,,,0.235273
group,3,7,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,49.111111111111114,40.46655636458418,2,2,,,1.0
group,3,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,26.753520200026315,-36.14400337853698,2,2,,,0.250483
group,3,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,revise_pct,97.16817697228146,42.26115062028348,2,2,,,0.933755
group,3,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,flavors_touched,15.258385858146779,8.776277719824735,2,2,75.10943273201478,,1.0
group,3,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,step_size,4.926921615204875,-4.234154904049071,2,2,75.10943273201478,,0.224827
group,3,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,net_direction_pct,14.731833457946777,-9.763291358947754,2,2,,,0.348822
group,3,7,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,persona_changes,23.13879143786862,14.494236691341689,2,2,,,1.0
group,3,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,99.5584567618466,36.6609331832833,2,2,,,0.798276
group,3,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,17.930470802701063,-36.976555549296904,2,2,,,0.172933
group,3,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.1731409544950058,-4.308967183827037,2,2,34.14678135405106,,0.144372
group,3,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,15.711809635722679,6.550733116468733,2,2,34.14678135405106,,0.901017
group,3,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,32.21625518798828,7.721131324768066,2,2,,,0.604393
group,3,7,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,0.8652720517127297,-7.779282694814201,2,2,,,0.315451
group,3,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,34.30723149336757,-28.590292085195728,2,2,,,0.307318
group,3,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,44.98834498834499,-9.918681363652983,2,2,,,0.432737
group,3,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.1656746031746033,-4.316433535147439,2,2,32.31150793650794,,0.143739
group,3,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,14.927745664739884,5.766669145485938,2,2,32.31150793650794,,0.851858
group,3,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,29.99711799621582,5.501993179321289,2,2,,,0.571956
group,3,7,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.4512908286977606,-8.19326391782917,2,2,,,0.302506
group,3,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,100.0,37.102476421436705,2,2,,,0.801598
group,3,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,76.70149253731344,21.794466185315464,2,2,,,0.737239
group,3,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,6.2133391838525664,-0.268768954469476,2,2,27.814026619862513,,0.486967
group,3,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,4.489892791504227,-4.671183727749719,2,2,27.814026619862513,,0.197426
group,3,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,13.185842514038086,-11.309282302856445,2,2,,,0.326224
group,3,7,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,6.991471215351812,-1.6530835311751186,2,2,,,0.50701
group,3,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,32.415565345080765,-30.481958233482533,2,2,,,0.293085
group,3,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,83.27154772937905,28.36452137738108,2,2,,,0.800323
group,3,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,7.155555555555555,0.6734474172335125,2,2,42.75925925925926,,0.566864
group,3,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.991252583471604,-3.1698239357823423,2,2,42.75925925925926,,0.291558
group,3,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,22.27309799194336,-2.2220258712768555,2,2,,,0.459054
group,3,7,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,3.970949878810396,-4.673604867716534,2,2,,,0.412562
group,3,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,100.0,37.102476421436705,2,2,,,0.801598
group,3,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,23.21539900249377,-31.691627349504202,2,2,,,0.223678
group,3,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,4.96038961038961,-1.5217185279324323,2,2,71.16558441558442,,0.380721
group,3,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,14.35142795378666,5.1903514345327135,2,2,71.16558441558442,,0.815724
group,3,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,21.27732276916504,-3.217802047729492,2,2,,,0.444498
group,3,7,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,2.577990120851717,-6.0665646256752135,2,2,,,0.369006
group,3,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,33.739495798319325,-29.158027780243966,2,2,,,0.303047
group,3,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,55.844155844155836,0.9371294921578688,2,2,,,0.536971
group,3,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,5.941554646405611,-0.5405534919164321,2,2,83.21936489382428,,0.463921
group,3,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,13.993792490238636,4.832715970984689,2,2,83.21936489382428,,0.793301
group,3,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,19.371614456176758,-5.123510360717773,2,2,,,0.416642
group,3,7,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,2.8081232492997197,-5.836431497227211,2,2,,,0.376202
group,3,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,95.35977025059995,32.46224667203665,2,2,,,0.766684
group,3,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,34.97533748701973,-19.93168886497824,2,2,,,0.336594
group,3,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,5.925832523091881,-0.5562756152301618,2,2,82.03886120563928,,0.462588
group,3,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,13.817835807772065,4.656759288518119,2,2,82.03886120563928,,0.782269
group,3,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,10.960782051086426,-13.534342765808105,2,2,,,0.293701
group,3,7,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,9.635836710072518,0.9912819635455876,2,2,,,0.589696
group,3,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,29.819694868238557,-33.07782871032474,2,2,,,0.273554
group,3,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,53.08459051724138,-1.8224358347565932,2,2,,,0.510475
group,3,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,8.130952380952381,1.648844242630338,2,2,101.08630952380952,,0.649575
group,3,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,12.528437623427186,3.3673611041732396,2,2,101.08630952380952,,0.701426
group,3,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,14.505656242370605,-9.989468574523926,2,2,,,0.345516
group,3,7,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,2.3165861590702566,-6.327968587456674,2,2,,,0.360832