row_kind,seed,player_type,strategist,condition,row_label,metric,mean,difference,n_players,n_games,shift,metric_group,color_position
baseline,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,60.08328331796815,,562,281,,,0.50126
baseline,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,50.490481232456894,,562,281,,,0.485567
baseline,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.2508165047035416,,562,281,54.33786734822085,,0.490145
baseline,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.3411802310915,,562,281,54.33786734822085,,0.501592
baseline,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,26.153549194335938,,562,281,,,0.515774
baseline,1,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,6.217192449736336,,562,281,,,0.482799
group,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,93.72061268448832,32.97971877327993,16,8,,,0.754351
group,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,41.26735054544295,-8.969466748901716,16,8,,,0.397008
group,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.748805359648749,-1.4363231514066461,16,8,66.15162068137175,,0.36278
group,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.93450412244249,4.618642216988285,16,8,66.15162068137175,,0.789584
group,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,11.956352233886719,-14.543106079101562,16,8,,,0.308253
group,1,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,13.477668482594147,7.230546848778152,16,8,,,0.709826
group,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,27.653037167459274,-32.40693054411507,16,8,,,0.257251
group,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,59.63265226934207,9.143768265248152,16,8,,,0.573348
group,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.648142434419089,-0.6027700391317548,16,8,78.24921782244724,,0.439041
group,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,13.867485569898243,4.5247321182668045,16,8,78.24921782244724,,0.785382
group,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,21.053977966308594,-5.098412036895752,16,8,,,0.441234
group,1,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,6.09565569487712,-0.11748475358489474,16,8,,,0.478999
group,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,31.86466838480613,-28.195299326768218,16,8,,,0.28894
group,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,40.73358463177284,-9.755299372321073,16,8,,,0.391883
group,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.860257398787889,-0.39065507476295513,16,8,37.81374808531661,,0.457027
group,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,6.541071338959784,-2.8016821126716542,16,8,37.81374808531661,,0.326031
group,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,33.083518981933594,6.931125640869141,16,8,,,0.61707
group,1,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,1.0104523027810755,-5.202688145680939,16,8,,,0.319991
group,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,30.136040741081228,-29.92392697049312,16,8,,,0.275934
group,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,21.959284793177797,-28.529599210916118,16,8,,,0.211617
group,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,5.31711982729095,-0.9337926462598932,16,8,70.15992504205539,,0.410971
group,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,13.338710291932243,3.9959568403008046,16,8,70.15992504205539,,0.752229
group,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,54.60350799560547,28.45111846923828,16,8,,,0.93163
group,1,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,0.9305926863661076,-5.2825477620959065,16,8,,,0.317494
group,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,92.55345737387503,32.49348966230069,16,8,,,0.745569
group,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,79.16182735537768,28.672943351283774,16,8,,,0.760862
group,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.744720623867365,-1.5061918496834783,16,8,24.713352512825395,,0.362433
group,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.216586093790847,-4.1261673578405915,16,8,24.713352512825395,,0.242988
group,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,18.942949295043945,-7.209439754486084,16,8,,,0.410377
group,1,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,2.877923075600579,-3.335217372861435,16,8,,,0.378384
group,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,95.74164181613978,35.68167410456544,16,8,,,0.769558
group,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,37.99294772425074,-12.495936279843178,16,8,,,0.365568
group,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.261276551139899,-1.989635922410945,16,8,33.82304700424623,,0.321439
group,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,8.010259188553405,-1.3324942630780348,16,8,33.82304700424623,,0.418146
group,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,24.93203353881836,-1.220355749130249,16,8,,,0.497919
group,1,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,4.120927906922274,-2.09221254153974,16,8,,,0.417252
group,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,28.654550959988605,-31.405416751585747,16,8,,,0.264787
group,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,53.17278268072264,2.6838986766287265,16,8,,,0.511322
group,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,4.575796036835636,-1.6751164367152074,16,8,35.185359471941084,,0.348109
group,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,7.609823441686187,-1.7329300099452514,16,8,35.185359471941084,,0.393039
group,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,45.91733169555664,19.764942169189453,16,8,,,0.804663
group,1,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,1.740097035732278,-4.473043412729736,16,8,,,0.342806
group,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,31.002966934967628,-29.05700077660672,16,8,,,0.282457
group,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,75.6594506517227,25.17056664762877,16,8,,,0.727233
group,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,2.955069429801686,-3.2958430437491573,16,8,26.24531666005264,,0.210677
group,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.835902338014685,-0.5068511136167528,16,8,26.24531666005264,,0.469912
group,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,32.07575988769531,5.923368453979492,16,8,,,0.60234
group,1,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,4.771519042304032,-1.441621406157983,16,8,,,0.437595
group,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,93.38396851068126,33.324000799106905,16,8,,,0.751818
group,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,13.083989635530504,-37.40489436856341,16,8,,,0.126399
group,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.803522507632532,-3.4473899659183114,16,8,23.665265814040417,,0.197826
group,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.455165947388865,-0.8875875042425729,16,8,23.665265814040417,,0.446041
group,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,42.98252868652344,16.830137252807617,16,8,,,0.761765
group,1,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,1.5566789020422562,-4.656461546419758,16,8,,,0.337071
group,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,31.915775036193548,-28.144192675380804,16,8,,,0.289325
group,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,28.73386138688311,-21.755022617210805,16,8,,,0.276665
group,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,3.578383060326202,-2.6725294132246415,16,8,29.199854616439232,,0.263532
group,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,8.080047782560946,-1.2627056690704914,16,8,29.199854616439232,,0.422521
group,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,44.420143127441406,18.267749786376953,16,8,,,0.782779
group,1,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,0.6715757901877265,-5.541564658274288,16,8,,,0.309394
group,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,97.76178746713386,37.701819755559505,16,8,,,0.784757
group,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,9.513938759542159,-40.974945244551755,16,8,,,0.09212
group,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.867413971546383,-3.38349850200446,16,8,31.869725078820906,,0.203244
group,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,11.055237789608274,1.7124843379768364,16,8,31.869725078820906,,0.60906
group,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,46.98929977416992,20.836910247802734,16,8,,,0.820332
group,1,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,4.479051148422689,-1.7340893000393252,16,8,,,0.42845
group,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,29.638941652612637,-30.42102605896171,16,8,,,0.272194
group,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,20.02713320445367,-30.461750799640246,16,8,,,0.193065
group,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.1469821525448123,-3.103930321006031,16,8,34.9532624038898,,0.22695
group,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,11.03550332438591,1.6927498727544723,16,8,34.9532624038898,,0.607822
group,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,51.57878112792969,25.426389694213867,16,8,,,0.887417
group,1,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,2.5284769994463505,-3.684663449015664,16,8,,,0.367458
group,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,30.127766049709372,-29.93220166186498,16,8,,,0.275872
group,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,15.94628158195334,-34.542602422140575,16,8,,,0.153882
group,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,4.893714826082691,-1.3571976474681526,16,8,59.5532304645981,,0.375068
group,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,11.97435042637013,2.6315969747386916,16,8,59.5532304645981,,0.666686
group,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,70.5193862915039,44.36699676513672,16,8,,,1.0
group,1,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,3.408413844653132,-2.804726603808882,16,8,,,0.394972
group,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,95.74287505852163,35.68290734694728,16,8,,,0.769567
group,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,62.29626207916915,11.807378075075238,16,8,,,0.598923
group,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.972004073446433,2.7210915998955905,16,8,84.0259297363285,,0.720893
group,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.373421504796132,0.030668053164693676,16,8,84.0259297363285,,0.503613
group,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.303368091583252,-19.849021911621094,16,8,,,0.225623
group,1,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,8.202378990670764,1.98923854220875,16,8,,,0.544874
group,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,30.320757017166226,-29.739210694408122,16,8,,,0.277324
group,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,79.76197143828202,29.273087434188113,16,8,,,0.766625
group,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.622818675337442,4.371906201786599,16,8,96.03676524484572,,0.860877
group,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.05059356676595,-0.29215988486548794,16,8,96.03676524484572,,0.483373
group,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,11.412456512451172,-14.739933967590332,16,8,,,0.300303
group,1,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,4.094621073920163,-2.1185193745418505,16,8,,,0.416429
group,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,92.89241214355695,32.8324444319826,16,8,,,0.74812
group,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,52.27138692497229,1.7825029208783754,16,8,,,0.502667
group,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,7.476833619966705,1.2259211464158613,16,8,77.55775066714247,,0.594108
group,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.517566916146139,1.1748134645147006,16,8,77.55775066714247,,0.575349
group,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,9.734386444091797,-16.41800308227539,16,8,,,0.275774
group,1,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,6.718151264269734,0.5050108158077197,16,8,,,0.498464
group,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,96.74823898714034,36.68827127556599,16,8,,,0.777131
group,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,11.897896288583784,-38.590987715510124,16,8,,,0.11501
group,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.832489520730247,-1.4184229528205963,16,8,23.528049581261985,,0.369876
group,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.837599607877179,-4.505153843754259,16,8,23.528049581261985,,0.219227
group,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,38.736175537109375,12.58378791809082,16,8,,,0.699696
group,1,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.7599519630478874,-5.4531884854141275,16,8,,,0.312158
group,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,31.221674365913724,-28.838293345660624,16,8,,,0.284102
group,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,41.30425859330997,-9.184625410783951,16,8,,,0.397363
group,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,4.981159246499233,-1.2697532270516096,16,8,20.34084278388702,,0.382483
group,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.062749123416359,-5.280004328215079,16,8,20.34084278388702,,0.170645
group,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,38.94062042236328,12.788228988647461,16,8,,,0.702684
group,1,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.3935206391758549,-5.819619809286159,16,8,,,0.3007
group,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,30.109477849882275,-29.950489861692073,16,8,,,0.275734
group,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,68.1503028777708,17.661418873676887,16,8,,,0.655132
group,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.408085050911426,0.1571725773605826,16,8,26.87920547936286,,0.503481
group,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.192491429666905,-5.150262021964534,16,8,26.87920547936286,,0.17878
group,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,32.60735321044922,6.4549641609191895,16,8,,,0.61011
group,1,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,1.2466197752143877,-4.966520673247627,16,8,,,0.327375
group,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,99.42676790440541,39.366800192831064,16,8,,,0.797285
group,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,59.64765949053998,9.158775486446068,16,8,,,0.573492
group,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.119733754296625,-0.1311787192542181,16,8,39.45993861077785,,0.47903
group,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.429010863165761,-2.9137425884656776,16,8,39.45993861077785,,0.319005
group,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,9.826791763305664,-16.325597763061523,16,8,,,0.277125
group,1,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,18.5686710018565,12.35553055339449,16,8,,,0.869015
group,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,32.08093338644747,-27.979034325126882,16,8,,,0.290567
group,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,72.2903129940699,21.801428989975985,16,8,,,0.694883
group,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,7.785803776947154,1.534891303396311,16,8,50.08780287432011,,0.620307
group,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.429611164482181,-2.913142287149257,16,8,50.08780287432011,,0.319043
group,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,15.799063682556152,-10.353325843811035,16,8,,,0.364422
group,1,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,10.050140637114023,3.8370001886520084,16,8,,,0.602651
group,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,99.27523487219725,39.215267160622886,16,8,,,0.796145
group,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,55.189064276429846,4.700180272335939,16,8,,,0.530681
group,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.095905529081897,3.8449930555310523,16,8,72.40582660397658,,0.816197
group,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.1775771203149965,-2.165176331316442,16,8,72.40582660397658,,0.365938
group,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,8.220539093017578,-17.93185043334961,16,8,,,0.253646
group,1,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,12.596895881218252,6.383755432756237,16,8,,,0.682285
group,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,29.219904997707626,-30.840062713866722,16,8,,,0.269041
group,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,75.0402589304063,24.55137492631238,16,8,,,0.721288
group,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,12.239423922867626,5.988511449316783,16,8,93.25170364873097,,0.99796
group,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.619717140277075,-1.7230363113543627,16,8,93.25170364873097,,0.39366
group,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,14.459282875061035,-11.693106651306152,16,8,,,0.344838
group,1,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,5.433375417745514,-0.7797650307165005,16,8,,,0.45829
group,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,97.81639885661029,37.75643114503594,16,8,,,0.785168
group,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,66.53869339996973,16.04980939587583,16,8,,,0.639658
group,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,6.399819661956181,0.14890718840533856,16,8,54.92456330455656,,0.50278
group,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.585249708163897,-0.7575037434675409,16,8,54.92456330455656,,0.454197
group,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,10.456660270690918,-15.69572925567627,16,8,,,0.286332
group,1,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,18.326202561353384,12.11306211289137,16,8,,,0.861434
group,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,30.22023198045399,-29.839735731120363,16,8,,,0.276567
group,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,87.4548484207655,36.96596441667158,16,8,,,0.84049
group,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,9.57649795462758,3.325585481076738,16,8,84.0559511619149,,0.772152
group,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.768445553731942,-0.5743078978994975,16,8,84.0559511619149,,0.465683
group,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,15.26038932800293,-10.891999244689941,16,8,,,0.356548
group,1,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,10.556098818966255,4.342958370504239,16,8,,,0.618472
group,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,96.59000815495298,36.53004044337863,16,8,,,0.775941
group,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,75.31768150894915,24.82879750485524,16,8,,,0.723952
group,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,9.596738509881884,3.3458260363310415,16,8,47.52406368194899,,0.773869
group,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,4.917076310619658,-4.42567714101178,16,8,47.52406368194899,,0.22421
group,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,10.100526809692383,-16.051862716674805,16,8,,,0.281126
group,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,30.577428405851247,24.364287957389234,16,8,,,1.0
group,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,30.14780310223809,-30.034861920401365,18,9,,,0.276022
group,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,94.36850429679387,43.605691976256395,18,9,,,0.906873
group,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,13.976434523348358,7.670043777145092,18,9,69.30238925947937,,1.0
group,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,4.972798600872973,-4.344739006057887,18,9,69.30238925947937,,0.227703
group,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,14.881145477294922,-10.998932838439941,18,9,,,0.351005
group,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,19.206704343995007,12.89725690939379,18,9,,,0.888966
group,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,97.2809608226776,37.220993111103255,16,8,,,0.78114
group,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,13.475111292060934,-37.01377271203298,16,8,,,0.130154
group,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.323469154454791,-3.9274433190960525,16,8,44.308007262717474,,0.157119
group,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,19.147469906700607,9.804716455069169,16,8,44.308007262717474,,1.0
group,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,31.821746826171875,5.669355869293213,16,8,,,0.598627
group,1,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.1584713826985027,-5.054669065763512,16,8,,,0.324619
group,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,30.327780297138403,-29.732187414435945,16,8,,,0.277377
group,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,36.05298038890908,-14.435903615184841,16,8,,,0.346941
group,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.592980659975376,-3.6579318135754675,16,8,42.205041578522156,,0.179973
group,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,16.059624388323,6.7168709366915635,16,8,42.205041578522156,,0.922824
group,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,35.96525573730469,9.812865257263184,16,8,,,0.659193
group,1,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.8748019277543515,-5.338338520707662,16,8,,,0.315749
group,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.35576900562035,39.295801294045994,16,8,,,0.796751
group,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,73.56024907253428,23.071365068440358,16,8,,,0.707077
group,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,6.152140017341342,-0.09877245620950154,16,8,34.23755528387594,,0.481778
group,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.5727298285049525,-3.7700236231264865,16,8,34.23755528387594,,0.265318
group,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,11.273062705993652,-14.879326820373535,16,8,,,0.298265
group,1,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,3.975590016183234,-2.2375504322787805,16,8,,,0.412707
group,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,31.1872787934511,-28.87268891812325,16,8,,,0.283843
group,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,80.16924664082117,29.68036263672726,16,8,,,0.770535
group,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,7.131673289291612,0.8807608157407683,16,8,38.7657621569836,,0.564839
group,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.433579283953888,-3.90917416767755,16,8,38.7657621569836,,0.256593
group,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,22.468948364257812,-3.683441400527954,16,8,,,0.461916
group,1,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,3.618793244728519,-2.5943472037334954,16,8,,,0.40155
group,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,99.67575804529031,39.615790333715964,16,8,,,0.799158
group,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,21.591613594014465,-28.897270410079447,16,8,,,0.208087
group,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.109923321543256,-1.1409891520075868,16,8,80.32266147685039,,0.393401
group,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,15.720036202094164,6.377282750462724,16,8,80.32266147685039,,0.901533
group,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,19.599184036254883,-6.553205490112305,16,8,,,0.419969
group,1,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,2.822797057068778,-3.390343391393236,16,8,,,0.376661
group,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,30.622855988940152,-29.4371117226342,16,8,,,0.279597
group,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,58.6343390961655,8.145455092071582,16,8,,,0.563762
group,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.2111686778567545,-0.03974379569408948,16,8,91.19442716694236,,0.486783
group,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,14.719692910976015,5.376939459344577,16,8,91.19442716694236,,0.838814
group,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,21.182659149169922,-4.969730854034424,16,8,,,0.443115
group,1,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,2.483302264468735,-3.7298381839932793,16,8,,,0.366045
group,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,83.47335551522286,23.41338780364851,16,8,,,0.67725
group,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,35.00285358022431,-15.486030423869607,16,8,,,0.336858
group,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.722807828310609,0.47189535475976596,16,8,90.48922173281792,,0.530169
group,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,13.476542063493724,4.133788611862284,16,8,90.48922173281792,,0.760871
group,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,11.457441329956055,-14.69494915008545,16,8,,,0.30096
group,1,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,4.720401144197124,-1.4927393042648895,16,8,,,0.435996
group,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,28.76515923117981,-31.294808480394543,16,8,,,0.265619
group,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,44.78150984803508,-5.707374156058833,16,8,,,0.430751
group,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,7.083760463696937,0.8328479901460932,16,8,87.4684069935339,,0.560776
group,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,12.469124942044262,3.126371490412824,16,8,87.4684069935339,,0.697708
group,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,27.220661163330078,1.0682724714279175,16,8,,,0.531373
group,1,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,1.9240960305614805,-4.289044417900534,16,8,,,0.348559
baseline,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,59.769503208575884,,562,281,,,0.498899
baseline,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,52.4436033415931,,562,281,,,0.50432
baseline,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.353805780874881,,562,281,55.042477569675064,,0.498879
baseline,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.255741985281784,,562,281,55.042477569675064,,0.496235
baseline,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,24.636690139770508,,562,281,,,0.493602
baseline,2,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,6.89873025107927,,562,281,,,0.50411
group,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,92.05555791118016,32.29150700711406,16,8,,,0.741823
group,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,42.19744407630773,-10.166835304919804,16,8,,,0.405939
group,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.845816161780835,-1.4751543822836375,16,8,68.73984594153717,,0.371006
group,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,14.274742138692297,4.982483714844646,16,8,68.73984594153717,,0.810916
group,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,13.347052574157715,-11.438017845153809,16,8,,,0.328581
group,2,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,15.125249333614597,8.387227824054063,16,8,,,0.761344
group,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,30.427972694169164,-29.352500264529507,16,8,,,0.27813
group,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,58.016966410178824,5.57127031482213,16,8,,,0.557834
group,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.5509764318658465,-0.802954235205817,16,8,78.56126527593733,,0.430801
group,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,14.301310861102074,5.0484336341431515,16,8,78.56126527593733,,0.812582
group,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,19.958404541015625,-4.675865650177002,16,8,,,0.42522
group,2,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,6.780487035454737,-0.12642715729501625,16,8,,,0.500413
group,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,30.250291947951776,-29.530181010746894,16,8,,,0.276794
group,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,45.84400922096996,-6.601686874386727,16,8,,,0.440952
group,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,5.981733054941011,-0.3721976121306524,16,8,39.42427509156366,,0.467328
group,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,6.586323384079909,-2.6665538428790136,16,8,39.42427509156366,,0.328868
group,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,29.49319839477539,4.858929634094238,16,8,,,0.56459
group,2,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,1.4231219578677623,-5.4837922348819905,16,8,,,0.332894
group,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,31.07489300489509,-28.70557995380358,16,8,,,0.282998
group,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,31.241737506963673,-21.203958588393018,16,8,,,0.300745
group,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,5.7169939217083225,-0.6369367453633408,16,8,67.4501161314819,,0.444879
group,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,12.015439862325533,2.76256263536661,16,8,67.4501161314819,,0.669262
group,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,46.861045837402344,22.226778030395508,16,8,,,0.818458
group,2,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,2.6525725920275045,-4.254341600722248,16,8,,,0.371338
group,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,91.95389470475155,32.17342174605287,16,8,,,0.741058
group,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,81.72762829570324,29.281932200346546,16,8,,,0.785498
group,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,5.001118423077735,-1.3528122439939296,16,8,26.602065070215968,,0.384175
group,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.321201119622314,-3.931676107336608,16,8,26.602065070215968,,0.249547
group,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,16.540653228759766,-8.09361743927002,16,8,,,0.375262
group,2,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,4.35584368689464,-2.5510705058551126,16,8,,,0.424597
group,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,97.75711021175098,37.9766372530523,16,8,,,0.784722
group,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,38.0905185737145,-14.355177521642188,16,8,,,0.366505
group,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.0457929423413805,-2.3081377247302837,16,8,31.12263888569772,,0.303167
group,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.693544909576027,-1.5593323173828961,16,8,31.12263888569772,,0.398289
group,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,24.93735694885254,0.30308735370635986,16,8,,,0.497997
group,2,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,4.056979341888594,-2.849934850861159,16,8,,,0.415252
group,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,28.66535929593044,-31.11511366276823,16,8,,,0.264868
group,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,56.38855411974579,3.942858024389096,16,8,,,0.542199
group,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,4.698115052400018,-1.6558156146716465,16,8,38.316220753378374,,0.358481
group,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,8.006428071368266,-1.2464491555906583,16,8,38.316220753378374,,0.417906
group,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,38.9129753112793,14.278705596923828,16,8,,,0.70228
group,2,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,1.8781971917052478,-5.028717001044505,16,8,,,0.347124
group,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,31.03465078337844,-28.74582217532023,16,8,,,0.282695
group,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,80.56261587915517,28.116919783798483,16,8,,,0.774312
group,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.3248735320576595,-3.0290571350140043,16,8,27.502460404078512,,0.242035
group,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,8.272570503389598,-0.9803067235693256,16,8,27.502460404078512,,0.434592
group,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,28.32963752746582,3.695366144180298,16,8,,,0.547583
group,2,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,6.042444259605221,-0.8644699331445329,16,8,,,0.477335
group,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,94.2816702867791,34.72145638777787,16,8,,,0.758573
group,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,13.691863774330109,-38.50637512486064,16,8,,,0.132235
group,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.830317025766605,-3.530107029451603,16,8,24.00554321998198,,0.200098
group,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.429570454856677,-0.8213433951365168,16,8,24.00554321998198,,0.444436
group,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,43.12245178222656,18.447128295898438,16,8,,,0.76381
group,2,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,2.5158471687445445,-4.233886927338126,16,8,,,0.367063
group,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,31.892704643616007,-27.88776831508266,16,8,,,0.289151
group,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,28.827247149329587,-23.618448946027105,16,8,,,0.277562
group,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,4.022630673505301,-2.3312999935663634,16,8,31.172295921504997,,0.301202
group,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.658547911125416,-1.5943293158335057,16,8,31.172295921504997,,0.396094
group,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,43.49302291870117,18.85875129699707,16,8,,,0.769227
group,2,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,1.3877697508158824,-5.519144441933871,16,8,,,0.331789
group,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,92.81435982231953,33.03388686362086,16,8,,,0.747532
group,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,13.541712994603092,-38.9039831007536,16,8,,,0.130794
group,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,3.1101131737025685,-3.2438174933690953,16,8,33.14292922891386,,0.223824
group,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,10.680245406264941,1.427368179306018,16,8,33.14292922891386,,0.585549
group,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,43.24273681640625,18.60846519470215,16,8,,,0.765568
group,2,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,5.711277252220263,-1.1956369405294893,16,8,,,0.46698
group,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,30.995736315098284,-28.784736643600386,16,8,,,0.282402
group,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,23.725937367728157,-28.719758727628534,16,8,,,0.22858
group,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.1196085018006867,-3.234322165270977,16,8,32.470649921195154,,0.224629
group,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,10.216978770223664,0.9641015432647411,16,8,32.470649921195154,,0.556503
group,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,49.83500289916992,25.200733184814453,16,8,,,0.861928
group,2,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,2.7184017080884173,-4.188512484661335,16,8,,,0.373396
group,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,30.284273687965218,-29.496199270733456,16,8,,,0.277049
group,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,18.895339088502922,-33.55035700685377,16,8,,,0.182198
group,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,4.998448644105972,-1.355482022965692,16,8,58.93594314677923,,0.383949
group,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,11.497528749150117,2.2446515221911936,16,8,58.93594314677923,,0.63679
group,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,62.310203552246094,37.67593002319336,16,8,,,1.0
group,2,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,4.36742969736342,-2.539484495386333,16,8,,,0.424959
group,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.45673234791397,39.6762593892153,16,8,,,0.79751
group,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,63.2314596032321,10.785763507875414,16,8,,,0.607903
group,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,9.074448888021276,2.720518220949613,16,8,84.4803838879495,,0.72958
group,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.3079221436011,0.055044916642177255,16,8,84.4803838879495,,0.499507
group,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.729302406311035,-17.90496826171875,16,8,,,0.231849
group,2,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,10.084466408442903,3.1775522156931517,16,8,,,0.603724
group,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,31.792525783942093,-27.987947174756577,16,8,,,0.288397
group,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,82.42183907767188,29.97614298231518,16,8,,,0.792164
group,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.771082196763842,4.41715152969218,16,8,96.71747434013113,,0.873449
group,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,8.97864407948465,-0.27423314747427296,16,8,96.71747434013113,,0.478862
group,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,11.845767974853516,-12.788501739501953,16,8,,,0.306637
group,2,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,5.044579527562333,-1.8623346651874195,16,8,,,0.446133
group,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,93.39916522769204,33.618692268993364,16,8,,,0.751933
group,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,48.844888456884014,-3.6008076384726775,16,8,,,0.469766
group,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,7.286720147196899,0.9327894801252357,16,8,78.13771225618217,,0.577987
group,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.766591593463147,1.5137143665042236,16,8,78.13771225618217,,0.590962
group,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,10.556117057800293,-14.078153610229492,16,8,,,0.287786
group,2,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,6.97731000914884,0.07039581639908651,16,8,,,0.506567
group,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,99.95649651972158,40.17602356102291,16,8,,,0.801271
group,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,13.716322466987647,-38.729373628369046,16,8,,,0.13247
group,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.919869595028014,-1.43406107204365,16,8,22.56900744621285,,0.377285
group,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,4.598882241311351,-4.6539949856475715,16,8,22.56900744621285,,0.20426
group,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,29.373321533203125,4.739048957824707,16,8,,,0.562838
group,2,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.8043255184265204,-6.102588674323233,16,8,,,0.313545
group,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,31.096562285823865,-28.683910672874806,16,8,,,0.283161
group,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,42.3725380614294,-10.073158033927285,16,8,,,0.40762
group,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,6.071496164365984,-0.2824345027056794,16,8,26.82071054106125,,0.47494
group,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.373118756008604,-4.879758470950319,16,8,26.82071054106125,,0.190105
group,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,30.933364868164062,6.299095630645752,16,8,,,0.585641
group,2,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.9008330093878147,-6.006081183361938,16,8,,,0.316563
group,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,29.00176358283862,-30.778709375860053,16,8,,,0.267399
group,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,66.18637381182566,13.74067771646897,16,8,,,0.636275
group,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.729158022693041,0.37522735562137716,16,8,27.42084194019272,,0.530707
group,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.07499055578309,-5.177886671175832,16,8,27.42084194019272,,0.171413
group,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,33.429161071777344,8.794893264770508,16,8,,,0.622123
group,2,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,1.2088330327167518,-5.698081160033001,16,8,,,0.326194
group,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,96.55503582599621,36.77456286729753,16,8,,,0.775678
group,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,63.25396836321926,10.808272267862572,16,8,,,0.608119
group,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.163679660193524,-0.19025100687813978,16,8,39.626446482459244,,0.482756
group,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.440772077913724,-2.8121051490451983,16,8,39.626446482459244,,0.319742
group,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,9.648406028747559,-14.98586368560791,16,8,,,0.274518
group,2,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,19.58550598085033,12.678591788100576,16,8,,,0.900811
group,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,30.539084953174758,-29.241388005523916,16,8,,,0.278966
group,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,76.84825576790547,24.402559672548787,16,8,,,0.738648
group,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,8.08542991700094,1.7314992499292754,16,8,50.271286798552026,,0.645715
group,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.196065772702571,-3.0568114542563514,16,8,50.271286798552026,,0.3044
group,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,17.500202178955078,-7.134066581726074,16,8,,,0.389288
group,2,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,11.64068594719236,4.733771754442607,16,8,,,0.652386
group,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,96.00441377449452,36.22394081579584,16,8,,,0.771535
group,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,59.30533752505272,6.859641429696032,16,8,,,0.570205
group,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,9.829899576834585,3.475968909762921,16,8,71.47604661766546,,0.79364
group,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.262259714317979,-1.990617512640944,16,8,71.47604661766546,,0.371248
group,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,8.187021255493164,-16.447248458862305,16,8,,,0.253156
group,2,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,13.443535175259154,6.536620982509401,16,8,,,0.708758
group,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,29.106259870780715,-30.674213087917956,16,8,,,0.268186
group,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,77.71866035228483,25.27296425692814,16,8,,,0.747005
group,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,12.38584608740208,6.0319154203304155,16,8,96.20713908740278,,1.0
group,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.748974938318547,-1.503902288640376,16,8,96.20713908740278,,0.401764
group,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,14.965326309204102,-9.668943405151367,16,8,,,0.352235
group,2,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,6.911557971812358,0.004643779062604381,16,8,,,0.504511
group,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,96.30947146041319,36.528998501714526,16,8,,,0.77383
group,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,68.84703981953632,16.401343724179632,16,8,,,0.661822
group,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,5.94014475447153,-0.4137859126001338,16,8,48.931255403850244,,0.463801
group,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.265286392932838,-0.9875908340260842,16,8,48.931255403850244,,0.434136
group,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,10.393245697021484,-14.2410249710083,16,8,,,0.285405
group,2,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,17.354521489527556,10.447607296777804,16,8,,,0.83105
group,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,29.628566189752142,-30.151906768946528,16,8,,,0.272116
group,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,91.23584748011834,38.79015138476165,16,8,,,0.876794
group,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,10.45579597994266,4.101865312870996,16,8,90.2265132578012,,0.846714
group,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.641575375852776,-0.6113018511061461,16,8,90.2265132578012,,0.457728
group,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,13.621383666992188,-11.012886047363281,16,8,,,0.332591
group,2,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,12.88270126966488,5.975787076915126,16,8,,,0.691222
group,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,90.15320226582791,30.372729307129244,16,8,,,0.72751
group,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,79.5051767174873,27.059480622130607,16,8,,,0.764159
group,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,9.388101801368412,3.034171134296749,16,8,46.851017432443946,,0.756177
group,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,4.966748538098038,-4.2861286888608845,16,8,46.851017432443946,,0.227324
group,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,10.66561508178711,-13.96865463256836,16,8,,,0.289386
group,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,30.88788995112956,23.980975758379802,16,8,,,1.0
group,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,32.626935375795405,-27.153537582903265,16,8,,,0.294676
group,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,94.430181052302,41.9844849569453,16,8,,,0.907465
group,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,14.347719637451721,7.993788970380057,16,8,77.57441782054505,,1.0
group,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,5.377925400677669,-3.8749518262812535,16,8,77.57441782054505,,0.253104
group,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,13.691232681274414,-10.943037033081055,16,8,,,0.333612
group,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,21.58704893713302,14.680134744383267,16,8,,,0.963397
group,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,96.49962855498853,36.719155596289866,16,8,,,0.775261
group,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,17.036199837445253,-35.40949625791144,16,8,,,0.164347
group,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.2647303314695257,-4.089200335602138,16,8,42.8937324148351,,0.152138
group,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,18.839839806460567,9.586962579501643,16,8,42.8937324148351,,1.0
group,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,29.373559951782227,4.739290237426758,16,8,,,0.562842
group,2,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.0392560961948794,-5.867658096554874,16,8,,,0.320891
group,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,28.403292265314995,-31.377180693383675,16,8,,,0.262896
group,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,42.77517331334897,-9.670522782007714,16,8,,,0.411486
group,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.639842249764312,-3.7140884173073516,16,8,43.88848441493601,,0.183946
group,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,16.612272670755083,7.359395443796158,16,8,43.88848441493601,,0.957474
group,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,30.37221336364746,5.737943172454834,16,8,,,0.577439
group,2,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.8850394237630264,-6.021874768986727,16,8,,,0.316069
group,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,93.20090689740354,33.552550702022735,18,9,,,0.750441
group,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,72.60183379260528,19.92914575560478,18,9,,,0.697875
group,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,5.80776962030322,-0.5657878087227927,18,9,30.126266915809406,,0.452576
group,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,5.179657571540887,-4.129403492011379,18,9,30.126266915809406,,0.240673
group,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,15.70500373840332,-8.83426570892334,18,9,,,0.363047
group,2,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,5.164933677786875,-1.7763021404567352,18,9,,,0.449896
group,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,30.831164254468487,-28.949308704230184,16,8,,,0.281164
group,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,81.94430482833191,29.49860873297521,16,8,,,0.787579
group,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,7.581438211239541,1.2275075441678767,16,8,40.08164046173563,,0.602978
group,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.274856009608209,-3.978021217350714,16,8,40.08164046173563,,0.246642
group,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,21.90757179260254,-2.726698160171509,16,8,,,0.453711
group,2,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,3.6766651804211845,-3.2302490123285685,16,8,,,0.40336
group,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,99.91616970077422,40.13569674207555,16,8,,,0.800967
group,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,19.688833318246594,-32.75686277711009,16,8,,,0.189817
group,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.147897691948,-1.2060329751236643,16,8,77.64801627155673,,0.396621
group,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,15.123481144347178,5.870603917388255,16,8,77.64801627155673,,0.86413
group,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,22.319204330444336,-2.315065383911133,16,8,,,0.459728
group,2,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,2.4111532260706725,-4.4957609666790805,16,8,,,0.363789
group,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,32.60378573011168,-27.176687228586992,16,8,,,0.294501
group,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,54.78917828011403,2.3434821847573337,16,8,,,0.526842
group,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.123387199071732,-0.23054346799993236,16,8,86.51245779981855,,0.47934
group,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,14.140931315330263,4.888054088371341,16,8,86.51245779981855,,0.802526
group,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,21.868244171142578,-2.7660269737243652,16,8,,,0.453136
group,2,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,2.6995930316291905,-4.2073211611205625,16,8,,,0.372808
group,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,79.77904938057242,19.998576421873736,16,8,,,0.649453
group,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,36.060762167703444,-16.384933927653243,16,8,,,0.347016
group,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.689247952409725,0.3353172853380615,16,8,95.654836808145,,0.527323
group,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,14.294057477616892,5.041180250657971,16,8,95.654836808145,,0.812127
group,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,15.382577896118164,-9.251692771911621,16,8,,,0.358334
group,2,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,5.105034906236157,-1.801879286513596,16,8,,,0.448023
group,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,27.40499928146617,-32.3754736772325,16,8,,,0.255385
group,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,47.44058959841709,-5.0051064969395975,16,8,,,0.456282
group,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,7.50121362669778,1.147282959626116,16,8,98.03930387880865,,0.596175
group,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,13.041194318678066,3.7883170917191444,16,8,98.03930387880865,,0.733575
group,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,24.548999786376953,-0.08526980876922607,16,8,,,0.492321
group,2,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,2.361192612788812,-4.545721579960941,16,8,,,0.362227
baseline,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,59.89460488070652,,562,281,,,0.499841
baseline,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,53.0469305772304,,562,281,,,0.510113
baseline,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,6.496470910853225,,562,281,56.64475512617993,,0.510976
baseline,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,9.350449281550205,,562,281,56.64475512617993,,0.502173
baseline,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,24.432870864868164,,562,281,,,0.490623
baseline,3,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,7.18592879103776,,562,281,,,0.513091
group,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,95.90709060990254,35.30869521464467,16,8,,,0.770802
group,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,45.27016907986419,-6.730217949916618,16,8,,,0.435443
group,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,4.904423054834773,-1.5031092339704923,16,8,67.63677481619747,,0.375976
group,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,13.810822265528166,4.522624139432715,16,8,67.63677481619747,,0.781829
group,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,10.169394493103027,-15.13924789428711,16,8,,,0.282133
group,3,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,17.044289527627647,10.036344527624816,16,8,,,0.82135
group,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,28.813051370774556,-31.060075909377264,16,8,,,0.26598
group,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,60.511535919273,7.417040597360764,16,8,,,0.581786
group,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,5.849041780149019,-0.6504870219681129,16,8,81.47695346203801,,0.456076
group,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,13.944855101648598,4.590877971578751,16,8,81.47695346203801,,0.790233
group,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,21.407146453857422,-2.9952456951141357,16,8,,,0.446396
group,3,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,7.404951644830423,0.20814387739273216,16,8,,,0.519939
group,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,31.94966422888335,-27.92346305126847,16,8,,,0.28958
group,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,48.436525753853644,-4.6579695680585935,16,8,,,0.465845
group,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,6.023815465182022,-0.4757133369351097,16,8,37.90317878807851,,0.470896
group,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,6.2404505798625465,-3.1135265502072995,16,8,37.90317878807851,,0.307183
group,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,28.719810485839844,4.317419052124023,16,8,,,0.553286
group,3,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,1.4520743387884214,-5.744733428649269,16,8,,,0.3338
group,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,32.00663245841312,-27.866494821738698,16,8,,,0.290008
group,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,23.464130464345402,-29.630364857566832,16,8,,,0.226066
group,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,5.334388710597109,-1.1651400915200227,16,8,70.79706829387072,,0.412435
group,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,13.323819729120153,3.9698425990503066,16,8,70.79706829387072,,0.751295
group,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,52.53636169433594,28.133968353271484,16,8,,,0.901414
group,3,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,1.3842776335264562,-5.812530133911235,16,8,,,0.33168
group,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,90.63332367440209,30.760196394250265,16,8,,,0.731122
group,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,79.65996367462402,26.565468352711793,16,8,,,0.765645
group,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,4.889371300383833,-1.610157501733298,16,8,27.336467055838924,,0.374699
group,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,5.56601548835852,-3.7879616417113264,16,8,27.336467055838924,,0.264897
group,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,18.86492156982422,-5.537470817565918,16,8,,,0.409236
group,3,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,5.104248093713631,-2.0925596737240593,16,8,,,0.447999
group,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,95.08315174808101,35.21002446792918,16,8,,,0.764603
group,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,41.18264438915962,-11.911850932752623,16,8,,,0.396195
group,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,4.238658743096963,-2.2608700590201685,16,8,33.16608587446166,,0.319521
group,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,7.7986723046452315,-1.5553048254246151,16,8,33.16608587446166,,0.40488
group,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,23.796829223632812,-0.6055637001991272,16,8,,,0.481326
group,3,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,4.354072213292083,-2.842735554145608,16,8,,,0.424542
group,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,28.37778152585204,-31.49534575429978,16,8,,,0.262705
group,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,58.726892983193494,5.632397661281259,16,8,,,0.564651
group,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,5.4305583221939395,-1.0689704799231918,16,8,46.013562563747215,,0.42059
group,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,8.383535732102732,-0.970441397967114,16,8,46.013562563747215,,0.44155
group,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,35.07691955566406,10.674528121948242,16,8,,,0.646208
group,3,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,2.4637733060524036,-4.733034461385287,16,8,,,0.365434
group,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,30.48362472027437,-29.38950255987745,16,8,,,0.278549
group,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,80.9462595181619,27.851764196249654,16,8,,,0.777996
group,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,3.266180387385842,-3.233348414731289,16,8,30.20626958320598,,0.237058
group,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,9.246912241315187,-0.10706488875465842,16,8,30.20626958320598,,0.495681
group,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,28.59461212158203,4.192218780517578,16,8,,,0.551456
group,3,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,6.114768715644212,-1.0820390517934781,16,8,,,0.479597
group,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,93.44659188620108,33.57346460604926,16,8,,,0.752289
group,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,13.311258928724747,-39.78323639318749,16,8,,,0.128581
group,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,2.8317545457838595,-3.6677742563332716,16,8,24.15206636614969,,0.20022
group,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,8.50021428702669,-0.8537628430431563,16,8,24.15206636614969,,0.448865
group,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,47.00458526611328,22.60219383239746,16,8,,,0.820556
group,3,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,1.4459103869480037,-5.750897380489687,16,8,,,0.333607
group,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,31.216757726448748,-28.656369553703072,16,8,,,0.284065
group,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,28.10017506944152,-24.994320252470715,16,8,,,0.27058
group,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,3.7157717264801287,-2.7837570756370025,16,8,28.36633612145408,,0.275182
group,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,7.623877568690597,-1.730099561379249,16,8,28.36633612145408,,0.393921
group,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,50.455562591552734,26.05316925048828,16,8,,,0.870999
group,3,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,0.925320695166603,-6.271487072271087,16,8,,,0.317329
group,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,91.26456796207479,31.39144068192298,16,8,,,0.735872
group,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,11.149855322701672,-41.944639999210565,16,8,,,0.107828
group,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,2.9980024003747587,-3.5015264017423724,16,8,33.90623420124486,,0.214317
group,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,11.338761385802645,1.984784255732797,16,8,33.90623420124486,,0.626836
group,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,44.606632232666016,20.204240798950195,16,8,,,0.785505
group,3,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,4.670213122270242,-2.5265946451674486,16,8,,,0.434427
group,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,30.595438779569783,-29.277688500582038,16,8,,,0.27939
group,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,23.63842082905442,-29.456074492857812,16,8,,,0.22774
group,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,3.687730740210181,-2.8117980619069503,16,8,40.16070254814087,,0.272804
group,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,10.854248086383366,1.5002709563135204,16,8,40.16070254814087,,0.596458
group,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,50.03658676147461,25.634193420410156,16,8,,,0.864875
group,3,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,3.4408913289180783,-3.7559164385196127,16,8,,,0.395988
group,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,29.07186113127468,-30.801266148877144,16,8,,,0.267927
group,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,15.08111923605481,-38.01337608585742,16,8,,,0.145575
group,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,5.983925048589592,-0.5156037535275397,16,8,71.6256710220377,,0.467514
group,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,11.694744290368204,2.3407671602983577,16,8,71.6256710220377,,0.649155
group,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,63.46367263793945,39.061279296875,16,8,,,1.0
group,3,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,3.0726393530778786,-4.124168414359812,16,8,,,0.384473
group,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,99.23244844891829,39.35932116876647,16,8,,,0.795823
group,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,63.971442095704845,10.876946773792607,16,8,,,0.615008
group,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,8.978805061508378,2.4792762593912467,16,8,84.68920532280103,,0.72147
group,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,9.434022576078554,0.08004544600870811,16,8,84.68920532280103,,0.507413
group,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,6.45036506652832,-17.952028274536133,16,8,,,0.227771
group,3,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,11.222280206426866,4.0254724389891745,16,8,,,0.639302
group,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,30.993876151442002,-28.879251128709814,16,8,,,0.282388
group,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,82.33764197797774,29.2431466560655,16,8,,,0.791355
group,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,10.177985058835105,3.6784562567179737,16,8,92.16700501543778,,0.823157
group,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,9.080813590033241,-0.273163540036606,16,8,92.16700501543778,,0.485267
group,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,13.475332260131836,-10.9270601272583,16,8,,,0.330456
group,3,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,5.132855370239415,-2.0639523971982756,16,8,,,0.448893
group,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,93.7992838303141,33.92615655016227,16,8,,,0.754943
group,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,51.867789195242004,-1.2267061266702326,16,8,,,0.498791
group,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,7.790406296461809,1.2908774943446768,16,8,82.42481307410901,,0.620698
group,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,10.69412487146944,1.3401477413995933,16,8,82.42481307410901,,0.586419
group,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,8.54302978515625,-15.859363555908203,16,8,,,0.25836
group,3,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,7.962600843011536,0.7657930755738456,16,8,,,0.537376
group,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,99.00415672576986,39.13102944561804,16,8,,,0.794105
group,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,13.188922025294175,-39.90557329661806,16,8,,,0.127406
group,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,4.915615929107888,-1.5839128730092433,16,8,24.84279234466434,,0.376925
group,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,5.0431981007000655,-4.3107790293697805,16,8,24.84279234466434,,0.232117
group,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,38.72677230834961,14.324380874633789,16,8,,,0.699558
group,3,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,0.7989113721020364,-6.397896395335654,16,8,,,0.313376
group,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,30.98767215596142,-28.8854551241904,16,8,,,0.282342
group,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,45.11719493534236,-7.977300386569871,16,8,,,0.433974
group,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,5.738479625710399,-0.761049176406732,16,8,26.035071479458516,,0.446701
group,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,4.492364954009281,-4.861612176060565,16,8,26.035071479458516,,0.197581
group,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,28.860750198364258,4.458357810974121,16,8,,,0.555346
group,3,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,0.8406115353216277,-6.356196232116063,16,8,,,0.31468
group,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,28.238421245498674,-31.634706034653146,16,8,,,0.261656
group,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,66.66123085864943,13.566735536737202,16,8,,,0.640834
group,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,6.59209436160015,0.09256555948301848,16,8,27.20015906129804,,0.519085
group,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,4.113855268935879,-5.240121861133967,16,8,27.20015906129804,,0.173849
group,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,35.242942810058594,10.84055233001709,16,8,,,0.648635
group,3,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,1.0618527258651476,-6.1349550415725425,16,8,,,0.321598
group,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,93.11017389719242,33.2370466170406,16,8,,,0.749758
group,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,59.80559476850228,6.711099446590046,16,8,,,0.575008
group,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,6.393019738008439,-0.10650906410869188,16,8,40.62532888189807,,0.502204
group,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,6.343290709239602,-3.010686420830244,16,8,40.62532888189807,,0.31363
group,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,9.47995376586914,-14.922439575195312,16,8,,,0.272055
group,3,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,16.08370504899805,8.886897281560357,16,8,,,0.791313
group,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,33.85852907748465,-26.271529386893604,16,8,,,0.303942
group,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,74.47642620364213,21.918492929013738,16,8,,,0.715874
group,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,7.769942436917965,1.3174108099866872,16,8,48.567942020022464,,0.618962
group,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,6.238809578056716,-3.086859165950757,16,8,48.567942020022464,,0.30708
group,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,14.727972984313965,-9.845368385314941,16,8,,,0.348766
group,3,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,9.091690494013415,2.038982335397575,16,8,,,0.572681
group,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,95.94254313207668,36.06941585192485,16,8,,,0.771069
group,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,59.07548360039846,5.980988278486225,16,8,,,0.567998
group,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,10.384975627560602,3.88544682544347,16,8,75.8418204772266,,0.840709
group,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,7.285604424041365,-2.068372706028481,16,8,75.8418204772266,,0.372712
group,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,6.919698715209961,-17.482694625854492,16,8,,,0.234632
group,3,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,14.1928774637531,6.996069696315409,16,8,,,0.73219
group,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,29.662458155252807,-30.210669124899013,16,8,,,0.272371
group,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,79.46627932963746,26.37178400772523,16,8,,,0.763785
group,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,12.48515076431843,5.985621962201297,16,8,93.36642554882586,,1.0
group,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,7.460593824106375,-1.893383305963471,16,8,93.36642554882586,,0.383683
group,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,13.168251037597656,-11.23414134979248,16,8,,,0.325967
group,3,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,5.895892022595721,-1.3009157448419693,16,8,,,0.472753
group,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,97.16295419634758,37.289826916195764,16,8,,,0.780252
group,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,69.74989618065845,16.65540085874622,16,8,,,0.670491
group,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,6.276164508965581,-0.2233642931515501,16,8,54.247720378882725,,0.492295
group,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,8.676517393437534,-0.6774597366323123,16,8,54.247720378882725,,0.459919
group,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,9.219266891479492,-15.183125495910645,16,8,,,0.268245
group,3,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,20.033383793963253,12.836576026525561,16,8,,,0.914815
group,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,29.57370623699603,-30.29942104315579,16,8,,,0.271703
group,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,95.29866602050893,42.20417069859671,16,8,,,0.915804
group,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,11.084308442283774,4.584779640166643,16,8,95.89255392088585,,0.90001
group,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,8.661339118400543,-0.6926380116693023,16,8,95.89255392088585,,0.458967
group,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,11.555925369262695,-12.846467018127441,16,8,,,0.3024
group,3,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,14.171255485258868,6.974447717821178,16,8,,,0.731513
group,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,95.226978703379,35.353851423227184,16,8,,,0.765685
group,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,83.52236472378034,30.427869401868115,16,8,,,0.802731
group,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,10.040187008724475,3.5406582066073433,16,8,52.22972294343991,,0.811472
group,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,5.224195197471258,-4.129781932598588,16,8,52.22972294343991,,0.243465
group,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,8.139955520629883,-16.26243782043457,16,8,,,0.252468
group,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,38.27609103355123,31.079283266113546,16,8,,,1.0
group,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,30.551195701046293,-29.119443952573345,18,9,,,0.279058
group,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,93.80601383003436,40.747110790375146,18,9,,,0.901472
group,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,14.383052391927505,7.855447805052149,18,9,79.13887723764792,,1.0
group,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,5.466363669078633,-3.8610994261328946,18,9,79.13887723764792,,0.258649
group,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,14.02425765991211,-10.372203826904297,18,9,,,0.33848
group,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,20.981804404549884,13.828695899148487,18,9,,,0.944471
group,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,93.4961207830672,33.622993502915385,16,8,,,0.752662
group,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,14.984882264629546,-38.10961305728269,16,8,,,0.144651
group,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,2.3373768106671546,-4.162151991449977,16,8,44.14387853325512,,0.158298
group,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,18.884456097530972,9.530478967461127,16,8,44.14387853325512,,1.0
group,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,30.96236801147461,6.559976100921631,16,8,,,0.586065
group,3,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,1.0301865952893865,-6.166621172148304,16,8,,,0.320608
group,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,31.211727988195676,-28.661399291956144,16,8,,,0.284027
group,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,41.52697973738654,-11.567515584525694,16,8,,,0.399501
group,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,2.4131995234369934,-4.086329278680138,16,8,38.10350693731151,,0.164728
group,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,15.662600636030305,6.308623505960459,16,8,38.10350693731151,,0.897932
group,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,32.949371337890625,8.546977043151855,16,8,,,0.61511
group,3,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,0.9795142846791154,-6.217293482758575,16,8,,,0.319023
group,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,99.78215445603345,39.90902717588163,16,8,,,0.799959
group,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,74.83937525793405,21.744879936021825,16,8,,,0.719359
group,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,6.422677228448441,-0.07685157366869061,16,8,31.124334341244758,,0.504719
group,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,4.885574732757237,-4.468402397312609,16,8,31.124334341244758,,0.222235
group,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,11.2843599319458,-13.118033409118652,16,8,,,0.29843
group,3,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,4.127472927773113,-3.0693348396645783,16,8,,,0.417456
group,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,31.717224687950534,-28.155902592201283,16,8,,,0.287831
group,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,85.32092767374074,32.22643235182851,16,8,,,0.82
group,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,7.595704220129369,1.0961754180122378,16,8,43.07967723777368,,0.604188
group,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,5.668872805921325,-3.685104324148522,16,8,43.07967723777368,,0.271346
group,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,18.896137237548828,-5.506255626678467,16,8,,,0.409692
group,3,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,3.1213766566153165,-4.075431110822374,16,8,,,0.385997
group,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,98.74956865782566,38.87644137767384,16,8,,,0.79219
group,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,21.589117257824697,-31.505378064087537,16,8,,,0.208063
group,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,5.077012594105532,-1.4225162080115994,16,8,75.62523042608244,,0.390611
group,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,14.933242596832612,5.579265466762766,16,8,75.62523042608244,,0.852203
group,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,18.979511260986328,-5.4228835105896,16,8,,,0.410911
group,3,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,4.124517816638494,-3.0722899507991968,16,8,,,0.417364
group,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,31.654627666541344,-28.218499613610476,16,8,,,0.28736
group,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,58.307561281397305,5.213065959485073,16,8,,,0.560624
group,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,6.0516287764146135,-0.44790002570251736,16,8,85.01487436687894,,0.473255
group,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,14.09032013475591,4.736343004686063,16,8,85.01487436687894,,0.799353
group,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,21.176700592041016,-3.225693702697754,16,8,,,0.443027
group,3,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,3.55838933823439,-3.6384184292033006,16,8,,,0.399662
group,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,89.73116093746991,29.85803365731809,16,8,,,0.724334
group,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,36.00396598962114,-17.09052933229109,16,8,,,0.346471
group,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,6.577374798059774,0.07784599594264252,16,8,87.38375779777178,,0.517836
group,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,13.43791286986335,4.083935739793505,16,8,87.38375779777178,,0.758449
group,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,11.18539810180664,-13.216995239257812,16,8,,,0.296984
group,3,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,5.278179923303816,-1.9186278441338742,16,8,,,0.453437
group,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,27.44257631526996,-32.43055096488186,16,8,,,0.255668
group,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,51.150978420103584,-1.9435169018086462,16,8,,,0.491909
group,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,7.751875766274189,1.252346964157058,16,8,105.26259610898235,,0.61743
group,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,13.646233346213307,4.2922562161434605,16,8,105.26259610898235,,0.77151
group,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,17.750186920166016,-6.652207374572754,16,8,,,0.392942
group,3,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,2.940143532592736,-4.256664234844954,16,8,,,0.38033