row_kind,player_type,strategist,condition,row_label,metric,metric_group,mean,sd,n_players,n_games,shift,color_position,median,ci_lower,ci_upper
baseline,Completed-experiment average,Completed-experiment average,,Completed-experiment average,acts_pct,,59.91579713575019,33.226524777826086,1686,843,,0.5,,,
baseline,Completed-experiment average,Completed-experiment average,,Completed-experiment average,revise_pct,,51.993671717093456,26.036896005714453,1686,843,,0.5,,,
baseline,Completed-experiment average,Completed-experiment average,,Completed-experiment average,flavors_touched,,6.367031065477216,2.948225568960712,1686,843,55.34170001469195,0.5,,,
baseline,Completed-experiment average,Completed-experiment average,,Completed-experiment average,step_size,,9.31579049930783,3.9873719048642418,1686,843,55.34170001469195,0.5,,,
baseline,Completed-experiment average,Completed-experiment average,,Completed-experiment average,net_direction_pct,,25.074369430541992,17.103282928466797,1686,843,,0.5,,,
baseline,Completed-experiment average,Completed-experiment average,,Completed-experiment average,persona_changes,,6.7672838306177905,7.9951855581709275,1686,843,,0.5,,,
group,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,acts_pct,,98.56963074421058,,48,24,,0.790836,100.0,96.88417443255369,99.66495854848776
group,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,revise_pct,,12.934380260288535,,48,24,,0.124962,12.369126726210686,12.054418855002481,13.82808073949049
group,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,flavors_touched,,4.889325014955383,,48,24,23.646616457379725,0.374695,4.977914389799636,4.740130595158171,5.0380852177994875
group,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,step_size,,4.826559983296199,,48,24,23.646616457379725,0.218534,4.7660997204100655,4.6062107081031956,5.0782637455023405
group,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,net_direction_pct,,35.612091064453125,,48,24,,0.654031,33.261932373046875,31.9306516011556,39.34547417958577
group,DeepSeek-V4-Flash-Simple,DeepSeek-V4-Flash-Simple,Every-turn,DeepSeek-V4-Flash-Simple | Every-turn,persona_changes,,0.7877296178588148,,48,24,,0.313026,0.7772490217267278,0.6155719111844755,0.9675251782561823
group,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,acts_pct,,31.10196960256634,,48,24,,0.283202,31.392326383002768,30.170053699447426,32.01126762909793
group,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,revise_pct,,42.931330530027246,,48,24,,0.412986,41.32098765432099,40.75404574693075,45.21234392314748
group,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,flavors_touched,,5.597045012191873,,48,24,24.39887493480226,0.434708,5.611166007905139,5.288654673387619,5.917562853200727
group,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,step_size,,4.309410944478081,,48,24,24.39887493480226,0.18611,4.109072375127421,4.086541132100346,4.565644851071824
group,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,net_direction_pct,,32.91157913208008,,48,24,,0.614557,32.00709533691406,29.556855710347495,36.36510416666666
group,DeepSeek-V4-Flash-Simple-Per-5,DeepSeek-V4-Flash-Simple,Per-5,DeepSeek-V4-Flash-Simple | Per-5,persona_changes,,0.7116550612950991,,48,24,,0.310648,0.6161107614852108,0.5486022432978277,0.8870215120792537
group,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,acts_pct,,29.11655422607319,,48,24,,0.268263,30.758618243722516,27.306456237397363,30.735793551917705
group,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,revise_pct,,66.99930251608195,,48,24,,0.64408,67.66666666666666,63.66363154239006,70.75543624086974
group,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,flavors_touched,,6.576445811734872,,48,24,27.166735493617875,0.517758,6.456190476190477,6.356210886168764,6.7708172628370615
group,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,step_size,,4.1271124181286245,,48,24,27.166735493617875,0.174681,4.050878240533413,3.990003998203702,4.26452689895514
group,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,net_direction_pct,,33.759822845458984,,48,24,,0.626956,32.50282287597656,31.451177215576173,36.17293885548909
group,DeepSeek-V4.1-Flash-Simple-Per-5,DeepSeek-V4.1-Flash-Simple,Per-5,DeepSeek-V4.1-Flash-Simple | Per-5,persona_changes,,1.1724351779320956,,48,24,,0.325056,0.8988336205859955,0.9781598506892945,1.3889494885907232
group,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,acts_pct,,91.71355858434288,,48,24,,0.73925,99.61541148525919,88.48310853528133,95.10658111429399
group,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,revise_pct,,80.18313977523498,,48,24,,0.770668,81.15604163078513,78.35470742540126,82.10152177954993
group,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,flavors_touched,,4.878403449109644,,48,24,26.217294879626763,0.373769,4.714918699186992,4.687475230968851,5.079451791466945
group,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,step_size,,5.367934233923894,,48,24,26.217294879626763,0.252478,5.49182612336347,5.222020829774832,5.504455478373043
group,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,net_direction_pct,,18.116174697875977,,48,24,,0.398292,18.075916290283203,16.962830988566083,19.167487494150798
group,GLM-5.1-Simple,GLM-5.1-Simple,Every-turn,GLM-5.1-Simple | Every-turn,persona_changes,,4.112671618736283,,48,24,,0.416993,3.5219790131994344,3.4803647668174413,4.836797648897563
group,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,acts_pct,,96.19396792532392,,48,24,,0.772961,98.26933890763289,94.30828401250865,97.74355557450475
group,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,revise_pct,,39.08870356237495,,48,24,,0.37609,40.004862903527474,35.428212588449384,42.476289451466165
group,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,flavors_touched,,4.181909412192748,,48,24,32.70392392146854,0.314709,4.25857771260997,4.013215902133212,4.3613035633348165
group,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,step_size,,7.834158800924887,,48,24,32.70392392146854,0.407105,7.637247765070503,7.459018468604303,8.205191589525262
group,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,net_direction_pct,,24.555404663085938,,48,24,,0.492414,23.11993408203125,22.906977717081705,26.215610567728678
group,GLM-5.2-Simple,GLM-5.2-Simple,Every-turn,GLM-5.2-Simple | Every-turn,persona_changes,,4.17732648736765,,48,24,,0.419015,3.2651299622136296,3.4424961238286396,5.092430219653925
group,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,acts_pct,,28.56589726059036,,48,24,,0.26412,30.424234225756365,26.829496881685667,30.22670660655527
group,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,revise_pct,,56.09607659455397,,48,24,,0.53939,54.22150305645451,52.191962565465325,60.27236281954706
group,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,flavors_touched,,4.901489803809864,,48,24,39.83838092968889,0.375727,4.875541125541125,4.544110994377369,5.227687340997697
group,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,step_size,,7.999929081719061,,48,24,39.83838092968889,0.417498,7.984943747486538,7.612875799599585,8.391110476289812
group,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,net_direction_pct,,39.969078063964844,,48,24,,0.717717,36.996673583984375,34.81088460286458,45.02506217956543
group,GLM-5.2-Simple-Per-5,GLM-5.2-Simple,Per-5,GLM-5.2-Simple | Per-5,persona_changes,,2.0273558444966433,,48,24,,0.351788,1.9283819628647214,1.7040461314869213,2.389710413525703
group,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,acts_pct,,93.70407689455381,,48,24,,0.754227,98.88810241890812,90.40889008144448,96.583789686272
group,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,revise_pct,,13.362370779528455,,48,24,,0.129072,13.197488449235873,12.513940377847977,14.21347400663103
group,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,flavors_touched,,2.8218646930609985,,48,24,23.94095846672403,0.199381,2.725395152792413,2.6836207321746346,2.951146405716759
group,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,step_size,,8.46165022975741,,48,24,23.94095846672403,0.446447,8.379897542927615,8.200393096416256,8.72083797391515
group,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,net_direction_pct,,44.36985397338867,,48,24,,0.782044,43.17267608642578,41.72837524414063,47.46194623311361
group,GLM-5.3-Flash-Simple,GLM-5.3-Flash-Simple,Every-turn,GLM-5.3-Flash-Simple | Every-turn,persona_changes,,1.8394788192449347,,48,24,,0.345913,1.5345247084486955,1.456185883077102,2.2641484613516596
group,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,acts_pct,,31.675079135419434,,48,24,,0.287514,32.349624060150376,30.41598044989843,32.86901371156768
group,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,revise_pct,,28.55376120188474,,48,24,,0.274936,28.007003209804495,27.28836684688428,29.894260717609473
group,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,flavors_touched,,3.772261820103877,,48,24,29.57949555313277,0.279972,3.7386128364389233,3.517465037583609,4.021553695098143
group,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,step_size,,7.787491087458986,,48,24,29.57949555313277,0.404179,7.585845516884461,7.512690350478405,8.064532956536773
group,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,net_direction_pct,,46.12290573120117,,48,24,,0.807668,44.00408935546875,43.04755007425944,49.74668553670247
group,GLM-5.3-Flash-Simple-Per-5,GLM-5.3-Flash-Simple,Per-5,GLM-5.3-Flash-Simple | Per-5,persona_changes,,0.9948887453900707,,48,24,,0.319504,0.5908162317763952,0.7631144767991193,1.2827152432048246
group,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,acts_pct,,30.84041414620681,,48,24,,0.281234,31.459452988652757,30.15335598094026,31.51916900557362
group,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,revise_pct,,79.05610868301325,,48,24,,0.759847,78.75060971360881,77.08417792607844,80.82547256840152
group,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,flavors_touched,,3.1820411164150624,,48,24,27.984682215779046,0.229923,3.0482662968099863,3.049001380705952,3.3256026417943447
group,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,step_size,,8.78512836090649,,48,24,27.984682215779046,0.466729,8.601186444265696,8.437098111827662,9.115098634821091
group,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,net_direction_pct,,29.666669845581055,,48,24,,0.567126,30.545486450195312,27.373558553059897,32.05049095153809
group,GLM-5.3-Simple-Per-5,GLM-5.3-Simple,Per-5,GLM-5.3-Simple | Per-5,persona_changes,,5.6429106725178215,,48,24,,0.464842,5.7074991516796745,5.1679543644569605,6.149191809225165
group,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,acts_pct,,97.27646199079447,,50,25,,0.781106,99.77549582200746,93.73370305913639,99.6569623489015
group,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,revise_pct,,73.62453995108775,,50,25,,0.707694,73.67865821620912,72.15763992407605,75.16526538439267
group,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,flavors_touched,,6.1147385819618885,,50,25,31.76126076973001,0.478606,6.159565818359216,5.85935125058114,6.39323417510707
group,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,step_size,,5.21133418535862,,50,25,31.76126076973001,0.242659,5.213364368924001,4.995652678093182,5.435628183704381
group,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,net_direction_pct,,12.872175216674805,,50,25,,0.32164,12.292179107666016,11.723995574951172,14.143992126464843
group,GPT-6-Luna-Simple,GPT-6-Luna-Simple,Every-turn,GPT-6-Luna-Simple | Every-turn,persona_changes,,4.452356266069305,,50,25,,0.427615,3.752089381543063,3.6682100117642715,5.317542032462788
group,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,acts_pct,,31.245222578623373,,48,24,,0.284279,31.453286669176222,30.540609364308963,31.828804148792955
group,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,revise_pct,,82.47815971429795,,48,24,,0.792705,83.33333333333334,81.03044232942455,83.97849948395559
group,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,flavors_touched,,7.43627190688684,,48,24,40.642359952164306,0.590668,7.252965303181465,7.2032613619487025,7.651078772024736
group,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,step_size,,5.459102699827807,,48,24,40.642359952164306,0.258194,5.339302600472813,5.2361773229526225,5.656893301948136
group,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,net_direction_pct,,21.09088706970215,,48,24,,0.441773,20.870479583740234,19.41005071004232,22.95534191131592
group,GPT-6-Luna-Simple-Per-5,GPT-6-Luna-Simple,Per-5,GPT-6-Luna-Simple | Per-5,persona_changes,,3.4722783605883403,,48,24,,0.396969,3.3217389476781456,3.151041352768435,3.848806870914123
group,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,acts_pct,,99.44716546796339,,48,24,,0.797438,100.0,98.66704696641958,99.8876154499079
group,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,revise_pct,,20.956521390028584,,48,24,,0.201989,20.02786010293642,19.55897115701709,22.286228909324308
group,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,flavors_touched,,5.111611202532263,,48,24,77.86530272482985,0.393544,5.0719406041986685,5.01140066139377,5.220375041488441
group,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,step_size,,15.258919981091319,,48,24,77.86530272482985,0.872622,14.929619921363042,14.87811771289612,15.6860846331559
group,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,net_direction_pct,,20.299299240112305,,48,24,,0.430202,19.777143478393555,19.002474371592204,21.77966416676839
group,GPT-6.1-Sol-Simple,GPT-6.1-Sol-Simple,Every-turn,GPT-6.1-Sol-Simple | Every-turn,persona_changes,,3.119489366592648,,48,24,,0.385938,1.8333018333018334,2.207032766140147,4.2942085926691504
group,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,acts_pct,,31.62708979519773,,48,24,,0.287153,31.610716386120515,30.994493514838613,32.232018510256104
group,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,revise_pct,,57.24369288589227,,48,24,,0.550409,57.41691104594331,55.44311105062596,59.183072414983855
group,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,flavors_touched,,6.128728217781034,,48,24,87.57391977787995,0.479793,6.118148148148148,5.992446187426183,6.251523833530295
group,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,step_size,,14.316981453687397,,48,24,87.57391977787995,0.813564,14.317534667090083,14.000246232585862,14.625314419442903
group,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,net_direction_pct,,21.40920066833496,,48,24,,0.446426,20.96863555908203,20.250395901997887,22.636478869120282
group,GPT-6.1-Sol-Simple-Per-5,GPT-6.1-Sol-Simple,Per-5,GPT-6.1-Sol-Simple | Per-5,persona_changes,,2.9137615447774388,,48,24,,0.379505,2.124509109637546,2.2637821690484925,3.713296344277048
group,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,acts_pct,,93.894420401857,,48,24,,0.755659,99.44464984440953,90.42897937316351,97.05659141237099
group,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,revise_pct,,42.911654567204955,,48,24,,0.412797,42.725134408602145,40.556184979640484,44.99912829695236
group,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,flavors_touched,,4.833014858754786,,48,24,67.50941381303547,0.36992,4.787298387096774,4.665343000930482,5.004253064489623
group,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,step_size,,14.006689508887652,,48,24,67.50941381303547,0.79411,13.706424289579317,13.722958896546848,14.293264872451136
group,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,net_direction_pct,,11.824267387390137,,48,24,,0.306322,11.075150489807129,10.56709302266439,13.160665639241536
group,GPT-OSS-120B-Simple,GPT-OSS-120B-Simple,Every-turn,GPT-OSS-120B-Simple | Every-turn,persona_changes,,15.215735781278795,,48,24,,0.764173,14.519607843137255,13.865048776428146,16.602549372508356
group,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,acts_pct,,28.96468707746767,,48,24,,0.26712,29.594892350245537,27.777257943345106,30.03223210853061
group,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,revise_pct,,59.38705153293129,,48,24,,0.570989,60.0,56.87819070585993,62.01533124678441
group,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,flavors_touched,,5.6827202154779854,,48,24,79.42914552014086,0.441973,5.616803622337749,5.437832860765289,5.928897724953821
group,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,step_size,,14.037883844216305,,48,24,79.42914552014086,0.796066,13.89280185758514,13.628247053735917,14.486889107741161
group,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,net_direction_pct,,20.80651092529297,,48,24,,0.437616,20.36962890625,19.373960781097413,22.138856188456217
group,GPT-OSS-120B-Simple-Per-5,GPT-OSS-120B-Simple,Per-5,GPT-OSS-120B-Simple | Per-5,persona_changes,,6.76036479172076,,48,24,,0.499784,6.662651293523776,6.109138945240408,7.378040876949432
group,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,acts_pct,,95.75890338691111,,48,24,,0.769687,99.75420478908114,93.53705153782505,97.80018493291415
group,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,revise_pct,,15.165397798045243,,48,24,,0.146384,15.099819267080449,14.053645650380785,16.510353363997442
group,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,flavors_touched,,2.308525432197157,,48,24,43.781872736935895,0.155852,2.2583333333333333,2.247470120109193,2.3787465633839204
group,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,step_size,,18.957255270230714,,48,24,43.781872736935895,1.0,18.745363010068893,18.34627757150627,19.589330981773482
group,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,net_direction_pct,,30.719223022460938,,48,24,,0.582511,29.642032623291016,28.43055623372396,33.04911441802979
group,Gemma-4-Simple,Gemma-4-Simple,Every-turn,Gemma-4-Simple | Every-turn,persona_changes,,1.075971358060923,,48,24,,0.322039,0.96888654291663,0.8418396637269535,1.336440598797143
group,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,acts_pct,,29.980933516883027,,48,24,,0.274767,30.776896679933927,28.792729624122984,31.008664794784593
group,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,revise_pct,,40.11837781321486,,48,24,,0.385976,41.170263788968825,37.9974499951923,42.12328355610399
group,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,flavors_touched,,2.548674144392227,,48,24,41.39901097692323,0.176216,2.4633064516129033,2.4485335038004967,2.651584266555537
group,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,step_size,,16.111499231702798,,48,24,41.39901097692323,0.926077,15.768679875865363,15.650886260974083,16.596176520782333
group,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,net_direction_pct,,33.095611572265625,,48,24,,0.617247,33.147117614746094,30.7021120707194,35.3219523747762
group,Gemma-4-Simple-Per-5,Gemma-4-Simple,Per-5,Gemma-4-Simple | Per-5,persona_changes,,0.9131185453988312,,48,24,,0.316947,0.7071464267866068,0.721209921908419,1.1069659178858104
group,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,acts_pct,,93.36362040052101,,48,24,,0.751665,99.48979591836735,89.94228480650443,96.59458295735371
group,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,revise_pct,,50.994688192366105,,48,24,,0.490408,50.58513173122745,47.63348236806105,54.105399385180164
group,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,flavors_touched,,7.517986687875137,,48,24,79.37342533247788,0.597597,7.208643353174603,7.069167335049163,8.056718520960898
group,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,step_size,,10.659427793692908,,48,24,79.37342533247788,0.584243,10.653839232042271,10.249006271930432,11.117877656202804
group,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,net_direction_pct,,9.611178398132324,,48,24,,0.273973,9.459869384765625,8.536916128794353,10.561782519022623
group,Kimi-K2.6-Simple,Kimi-K2.6-Simple,Every-turn,Kimi-K2.6-Simple | Every-turn,persona_changes,,7.219354038810036,,48,24,,0.514136,6.568305272950992,6.134562864786153,8.325492237835235
group,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,acts_pct,,98.1440186184513,,48,24,,0.787633,99.65294117647059,96.5130682965301,99.273827257994
group,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,revise_pct,,63.16638792603538,,48,24,,0.607278,64.25057903115075,61.62865914370179,64.81332491916037
group,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,flavors_touched,,9.00841934099203,,48,24,84.39850631569301,0.723981,9.00310011273137,8.87120124998998,9.139202685395201
group,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,step_size,,9.371788741491928,,48,24,84.39850631569301,0.503511,9.318795794967912,9.153658073101125,9.584138254988156
group,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,net_direction_pct,,6.494345188140869,,48,24,,0.228414,6.466636657714844,6.056758673985799,6.967283185323079
group,Kimi-K2.7-Simple,Kimi-K2.7-Simple,Every-turn,Kimi-K2.7-Simple | Every-turn,persona_changes,,9.836375201846844,,48,24,,0.595967,9.257792337215662,8.754523162638979,11.040428909619905
group,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,acts_pct,,31.03571965085011,,48,24,,0.282703,30.926990048310298,30.270355611057077,31.682752888615887
group,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,revise_pct,,81.50715083131054,,48,24,,0.783381,81.89840723202755,79.43204958555334,83.52489870620914
group,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,flavors_touched,,10.523961976978796,,48,24,94.97374820013822,0.852494,10.611985472154963,10.266277104079993,10.76058260898264
group,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,step_size,,9.036683745427945,,48,24,94.97374820013822,0.482501,9.112370181306108,8.87360480997161,9.1789842618969
group,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,net_direction_pct,,12.244518280029297,,48,24,,0.312465,11.88953971862793,11.438268915812175,13.028091367085775
group,Kimi-K2.7-Simple-Per-5,Kimi-K2.7-Simple,Per-5,Kimi-K2.7-Simple | Per-5,persona_changes,,4.75735199057397,,48,24,,0.437152,4.714748869192356,4.2322629522189406,5.248589481827533
group,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,acts_pct,,93.94690508384271,,48,24,,0.756054,99.05874015137672,90.05719335268931,96.88465655553192
group,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,revise_pct,,11.401835692282306,,48,24,,0.110247,10.723910417247469,10.398051719631848,12.532416968994783
group,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,flavors_touched,,2.99184318187457,,48,24,32.97296283632654,0.213795,2.9599780701754383,2.875527688508422,3.102963222073717
group,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,step_size,,11.024748193891952,,48,24,32.97296283632654,0.607148,10.741312741312742,10.459309859076548,11.58730816492261
group,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,net_direction_pct,,44.946224212646484,,48,24,,0.790468,44.52991485595703,42.35961303710937,47.65261637369792
group,MiniMax-M2.7-Simple,MiniMax-M2.7-Simple,Every-turn,MiniMax-M2.7-Simple | Every-turn,persona_changes,,4.953513840971065,,48,24,,0.443286,5.084964304134205,4.266195213738166,5.601991795074994
group,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,acts_pct,,30.410038915760236,,48,24,,0.277995,31.299411656554515,29.427446500179975,31.28552211573241
group,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,revise_pct,,22.463830467078747,,48,24,,0.216462,22.717813540510544,21.167051187535918,23.852341918214222
group,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,flavors_touched,,3.3181071315185595,,48,24,35.86153829107528,0.241461,3.1669565217391304,3.120331863825733,3.536751961218327
group,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,step_size,,10.702243393664313,,48,24,35.86153829107528,0.586928,10.42038262370541,10.109678216509776,11.303564317854464
group,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,net_direction_pct,,50.48345947265625,,48,24,,0.871407,48.76445007324219,47.136024729410806,53.93906224568685
group,MiniMax-M2.7-Simple-Per-5,MiniMax-M2.7-Simple,Per-5,MiniMax-M2.7-Simple | Per-5,persona_changes,,2.8959233454842823,,48,24,,0.378947,2.821748854580592,2.4991360233126425,3.3158296185785483
group,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,acts_pct,,29.82796695631642,,48,24,,0.273616,31.052489421085802,28.433177715489187,31.062936764043513
group,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,revise_pct,,16.640913302170357,,48,24,,0.160551,14.281553398058254,14.657846033461754,18.818776617073834
group,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,flavors_touched,,5.292029506259418,,48,24,63.371614877805,0.408843,5.08,4.900755509606368,5.700699206466859
group,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,step_size,,11.722207821962817,,48,24,63.371614877805,0.650877,11.47438395911827,10.887597159470726,12.540790939151776
group,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,net_direction_pct,,65.43108367919922,,48,24,,1.0,68.30018615722656,59.74939931233724,69.98608792622883
group,MiniMax-M3-Simple-Per-5,MiniMax-M3-Simple,Per-5,MiniMax-M3-Simple | Per-5,persona_changes,,3.616160965031477,,48,24,,0.401468,3.0338059402203403,2.9713427209038668,4.349838916872255
group,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,acts_pct,,84.32785527775506,,48,24,,0.683679,95.85243841126194,76.42400198154196,90.89362433351626
group,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,revise_pct,,35.689193912516295,,48,24,,0.343448,35.69568077764799,33.76444466285225,37.62768795478835
group,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,flavors_touched,,6.663143526260036,,48,24,91.17593877957823,0.525109,6.576721763085399,6.421175299308114,6.8919086304533685
group,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,step_size,,13.73617080365799,,48,24,91.17593877957823,0.777149,13.568194548998436,13.124078388640172,14.345637831223563
group,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,net_direction_pct,,12.675137519836426,,48,24,,0.318759,10.556366920471191,10.19668690363566,16.429143238067628
group,Nemotron-3-Super-Simple,Nemotron-3-Super-Simple,Every-turn,Nemotron-3-Super-Simple | Every-turn,persona_changes,,5.034538657912365,,48,24,,0.445819,4.818333075375329,4.3373485389267765,5.67333466758532
group,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,acts_pct,,27.870911609305313,,48,24,,0.258891,28.936494127881687,26.22577494644127,29.186985635046554
group,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,revise_pct,,47.79102595551859,,48,24,,0.459647,47.96367638965327,45.90377895279476,49.554637853247165
group,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,flavors_touched,,7.445616618889635,,48,24,96.92343566044163,0.591461,7.553274428274428,7.177800607856912,7.714087781526967
group,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,step_size,,13.052184202311878,,48,24,96.92343566044163,0.734264,12.68340056520352,12.612962860132974,13.550544587497859
group,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,net_direction_pct,,23.17328453063965,,48,24,,0.472212,22.72565460205078,20.693677298227946,25.92330392201741
group,Nemotron-3-Super-Simple-Per-5,Nemotron-3-Super-Simple,Per-5,Nemotron-3-Super-Simple | Per-5,persona_changes,,2.4084773919810094,,48,24,,0.363705,1.928018575851393,2.0735546935766647,2.7811499544313913
group,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,acts_pct,,31.354874853880418,,48,24,,0.285105,31.771816716555378,30.3809896855356,32.25973620162495
group,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,revise_pct,,45.004706535532144,,48,24,,0.432894,46.41428571428572,42.541898849787074,47.48090223721573
group,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,flavors_touched,,5.955268639636974,,48,24,38.38040065498626,0.465084,5.873181530676787,5.740340116254331,6.164086008500935
group,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,step_size,,6.455948434300748,,48,24,38.38040065498626,0.320694,6.115977443609022,6.082164302277714,6.8321686102840475
group,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,net_direction_pct,,30.432174682617188,,48,24,,0.578315,29.747386932373047,28.299904378255206,32.65550340016683
group,Opus-5.5-Simple-Per-5,Opus-5.5-Simple,Per-5,Opus-5.5-Simple | Per-5,persona_changes,,1.2952161998124199,,48,24,,0.328895,1.1764705882352942,1.1000953796120334,1.5070411095572167
group,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,acts_pct,,96.36399254253134,,48,24,,0.77424,99.57320121812644,94.23018522524647,98.36084801804066
group,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,revise_pct,,60.902407540753835,,48,24,,0.58554,61.35635944329731,59.03358050123347,62.80017537948666
group,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,flavors_touched,,6.22547771749953,,48,24,39.90390465837839,0.487997,6.169564306661081,6.046299664831203,6.399379567568902
group,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,step_size,,6.404357883439695,,48,24,39.90390465837839,0.317459,6.368049371385906,6.321073049229474,6.48784030002206
group,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,net_direction_pct,,9.651717185974121,,48,24,,0.274566,9.683769226074219,8.980491701761881,10.301180346806843
group,Qwen-3.5-Simple,Qwen-3.5-Simple,Every-turn,Qwen-3.5-Simple | Every-turn,persona_changes,,18.079294010568294,,48,24,,0.853713,16.310911506955307,16.335977654732325,19.76497110084173
group,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,acts_pct,,32.15951580570229,,48,24,,0.291159,32.99817069324418,30.727486159000495,33.35585879304266
group,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,revise_pct,,74.53833165520584,,48,24,,0.716468,74.87394957983193,72.54679670475927,76.51921550122367
group,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,flavors_touched,,7.880392043622019,,48,24,49.64234389763154,0.628328,7.967084413713627,7.641088022248873,8.105204214819551
group,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,step_size,,6.288162171747156,,48,24,49.64234389763154,0.310174,6.260127591706539,6.196429161808058,6.380774456446493
group,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,net_direction_pct,,16.00908088684082,,48,24,,0.367492,14.830873489379883,14.651642862955729,17.392569828033448
group,Qwen-3.5-Simple-Per-5,Qwen-3.5-Simple,Per-5,Qwen-3.5-Simple | Per-5,persona_changes,,10.260839026106598,,48,24,,0.609239,10.243098635235732,9.406825504605864,11.151163865292002
group,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,acts_pct,,97.07406392625614,,48,24,,0.779583,99.75721146763311,93.69954493598473,99.59023779533405
group,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,revise_pct,,57.85662846729368,,48,24,,0.556295,58.81243746632802,55.9410927303542,59.70274650797712
group,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,flavors_touched,,10.103593577825693,,48,24,73.24123123295622,0.816848,10.091766578608684,9.771712685514256,10.447047833463671
group,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,step_size,,7.241813752891446,,48,24,73.24123123295622,0.369966,7.1142666020980645,7.0996704043412295,7.3984244637742345
group,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,net_direction_pct,,7.775753021240234,,48,24,,0.247145,7.841991424560547,7.258958053588867,8.252807744344075
group,Qwen-3.6-27B-Simple,Qwen-3.6-27B-Simple,Every-turn,Qwen-3.6-27B-Simple | Every-turn,persona_changes,,13.411102840076834,,48,24,,0.707744,13.664329070658258,11.993395399645928,14.705787995030247
group,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,acts_pct,,29.32954100791372,,48,24,,0.269866,31.19303732486692,27.64984513422612,30.797684577172642
group,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,revise_pct,,77.40839953744286,,48,24,,0.744026,79.4545011770436,75.25103940377706,79.47417783743145
group,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,flavors_touched,,12.370140258196045,,48,24,94.27508942831987,1.0,12.462298603651988,11.979191556324993,12.760217167871469
group,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,step_size,,7.609761967567333,,48,24,94.27508942831987,0.393036,7.496909708411101,7.4533642379565075,7.786667789528626
group,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,net_direction_pct,,14.197620391845703,,48,24,,0.341014,13.44013500213623,13.084257380167644,15.450890922546387
group,Qwen-3.6-27B-Simple-Per-5,Qwen-3.6-27B-Simple,Per-5,Qwen-3.6-27B-Simple | Per-5,persona_changes,,6.080275137384532,,48,24,,0.478518,5.800336438923395,5.522248295551988,6.605621733389819
group,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,acts_pct,,97.09627483779036,,48,24,,0.77975,99.59183673469387,94.82482440190016,98.93453780951478
group,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,revise_pct,,68.37854313338816,,48,24,,0.657324,70.61550091509508,64.84558677517107,71.57856582323575
group,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,flavors_touched,,6.20537630846443,,48,24,52.701179695763166,0.486292,6.004533524218564,6.004083175277915,6.42355364901407
group,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,step_size,,8.509017831511423,,48,24,52.701179695763166,0.449417,8.450560109952399,8.323068665550505,8.698164285747346
group,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,net_direction_pct,,10.023056983947754,,48,24,,0.279994,9.762605667114258,9.450209935506185,10.566531801223755
group,Qwen-3.8-27B-Simple,Qwen-3.8-27B-Simple,Every-turn,Qwen-3.8-27B-Simple | Every-turn,persona_changes,,18.571369281614732,,48,24,,0.8691,17.80415750204856,16.54561278249286,20.51193774231602
group,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,acts_pct,,29.807501469067386,,48,24,,0.273462,30.294396961063626,28.707429896257242,30.925956738345388
group,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,revise_pct,,91.32978730713091,,48,24,,0.877696,92.63414874728744,89.38827433833171,93.07340214805194
group,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,flavors_touched,,10.372200792284673,,48,24,90.05833944686731,0.839625,10.684684684684685,9.773166090640254,10.88396279404768
group,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,step_size,,8.69045334932842,,48,24,90.05833944686731,0.460793,8.657366990348429,8.506969183550279,8.874100977725579
group,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,net_direction_pct,,13.479232788085938,,48,24,,0.330513,11.927417755126953,12.257506306966146,14.752645937601725
group,Qwen-3.8-27B-Simple-Per-5,Qwen-3.8-27B-Simple,Per-5,Qwen-3.8-27B-Simple | Per-5,persona_changes,,12.536685191296668,,48,24,,0.680402,12.88073038073038,11.368671168656675,13.59626888158522
group,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,acts_pct,,93.99006304138663,,48,24,,0.756378,99.73508771929824,90.08284969803921,97.17090531663283
group,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,revise_pct,,79.44840765007227,,48,24,,0.763614,80.69231793369724,76.09917100368264,82.17460551127519
group,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,flavors_touched,,9.675009106658257,,48,24,48.868268019277615,0.780506,9.903685156651258,9.377154287138362,9.987192289082234
group,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,step_size,,5.036006682062985,,48,24,48.868268019277615,0.231666,5.0062813261440215,4.863987607823962,5.218523373020216
group,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,net_direction_pct,,9.63536548614502,,48,24,,0.274327,8.292945861816406,8.632302474975587,10.721148872375489
group,Qwen-3.8-Flash-Next-Simple,Qwen-3.8-Flash-Next-Simple,Every-turn,Qwen-3.8-Flash-Next-Simple | Every-turn,persona_changes,,33.24713646351068,,48,24,,1.0,32.73003802281369,30.024498352172245,36.62471994415893
group,Qwen-3.8-Flash-Next-Simple-Per-5,Qwen-3.8-Flash-Next-Simple,Per-5,Qwen-3.8-Flash-Next-Simple | Per-5,acts_pct,,31.050248932150872,,52,26,,0.282812,31.643467442843054,29.665483453808413,32.32385157726557
group,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,,94.1927735215335,,52,26,,0.905186,95.56197478991598,93.11365938573977,95.23146276105602
group,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,,14.231428436042176,,52,26,75.25256696301946,1.0,14.388884650595056,13.735923189746424,14.669524287901776
group,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,,5.268302447499455,,52,26,75.25256696301946,0.246231,5.030396327810121,5.097256467168057,5.446248697406642
group,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,,14.218403816223145,,52,26,,0.341318,13.54370403289795,13.306747084397536,15.284534630408654
group,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,,20.553575778229547,,52,26,,0.931081,20.960550776695968,19.38897427226288,21.56021075406913
group,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,acts_pct,,31.072522068129814,,48,24,,0.28298,32.29556768359518,29.931510838235084,32.057493472672505
group,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,revise_pct,,25.55505092149562,,48,24,,0.246143,14.403687343960053,16.16819621868607,37.47404300162114
group,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,flavors_touched,,5.456167486532127,,48,24,69.469036489136,0.422762,5.408333333333333,5.1149230319063435,5.796732668056289
group,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,step_size,,12.892656627792642,,48,24,69.469036489136,0.724262,13.341666666666667,11.954327239409958,13.65888794570196
group,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,net_direction_pct,,51.33363723754883,,48,24,,0.883834,54.842498779296875,43.669725036621095,57.783898417154944
group,Sonnet-5.5-Simple-Per-5,Sonnet-5.5-Simple,Per-5,Sonnet-5.5-Simple | Per-5,persona_changes,,1.6558143039733562,,48,24,,0.34017,0.0,0.3525554593304335,3.112133740481175