player_type,games,na_games,token_na_games,avg_input,avg_cached_input,avg_output,total_cost,avg_cost_per_player_game,player_games,token_complete_player_games,cost_complete_player_games,token_na_player_games,cost_na_player_games,complete_player_games,na_player_games,complete_games,avg_cost_per_game
Opus-5.5-Simple-Per-5,24,0,0,7660389.125,141031.02083333334,105746.20833333333,1546.5870138,32.2205627875,48,48,48,0,0,48,0,24,32.2205627875
GPT-6.1-Sol-Simple,24,0,0,14086527.6875,3222709.3333333335,124843.35416666667,1133.7893816,23.620612116666667,48,48,48,0,0,48,0,24,23.620612116666667
GLM-5.3-Simple-Per-5,24,0,0,8750999.8125,2560505.6875,3203151.0208333335,986.32597036,20.548457715833333,48,48,48,0,0,48,0,24,20.548457715833333
Sonnet-5.5-Simple-Per-5,24,0,0,12621672.041666666,4956464.145833333,191348.45833333334,851.4982459,17.739546789583333,48,48,48,0,0,48,0,24,17.739546789583333
Kimi-K2.6-Simple,24,0,0,11468352.708333334,161794.25,2386067.7291666665,808.4779423,16.843290464583333,48,48,48,0,0,48,0,24,16.843290464583333
GLM-5.1-Simple,24,0,0,10706788.1875,116670.16666666667,1125883.75,723.47843589,15.072467414375,48,48,48,0,0,48,0,24,15.072467414375
Kimi-K2.7-Simple,24,0,0,11523467.75,96313.45833333333,1655638.75,689.87159295,14.372324853125,48,48,48,0,0,48,0,24,14.372324853125
GLM-5.2-Simple,24,0,0,12427960.479166666,2507543.125,4263282.958333333,633.5632387200001,13.199234140000002,48,48,48,0,0,48,0,24,13.199234140000002
GPT-6.1-Sol-Simple-Per-5,24,0,0,7525874.708333333,2186773.4166666665,54415.1875,559.6660388,11.659709141666667,48,48,48,0,0,48,0,24,11.659709141666667
Qwen-3.5-Simple,24,0,0,11542559.833333334,283355.8958333333,1370685.7916666667,365.258168067,7.6095451680625,48,48,48,0,0,48,0,24,7.6095451680625
Qwen-3.8-27B-Simple,24,0,0,12003354.125,292470.8125,1756342.625,326.35134592500003,6.798986373437501,48,48,48,0,0,48,0,24,6.798986373437501
Kimi-K2.7-Simple-Per-5,24,0,0,5695543.166666667,151270.6875,561905.8958333334,294.538574225,6.136220296354167,48,48,48,0,0,48,0,24,6.136220296354167
GLM-5.2-Simple-Per-5,24,0,0,6992952.145833333,2128214.5208333335,1565874.9583333333,268.769904472,5.599373009833333,48,48,48,0,0,48,0,24,5.599373009833333
Qwen-3.6-27B-Simple,24,0,0,10216115.083333334,146535.16666666666,530613.7916666666,196.15188544,4.086497613333333,48,48,48,0,0,48,0,24,4.086497613333333
MiniMax-M2.7-Simple,24,0,0,11809753.416666666,1610570.9791666667,420676.7708333333,173.41843131,3.612883985625,48,48,48,0,0,48,0,24,3.612883985625
MiniMax-M3-Simple-Per-5,24,0,0,6997721.354166667,1546878.3958333333,926359.8958333334,134.07797349,2.793291114375,48,48,48,0,0,48,0,24,2.793291114375
Qwen-3.8-27B-Simple-Per-5,24,0,0,5976958.229166667,439559.1666666667,601206.3333333334,130.46364855000002,2.7179926781250003,48,48,48,0,0,48,0,24,2.7179926781250003
Qwen-3.5-Simple-Per-5,24,0,0,4962993.520833333,89111.04166666667,345085.7916666667,130.165932,2.71179025,48,48,48,0,0,48,0,24,2.71179025
Qwen-3.8-Flash-Next-Simple,24,0,0,10422094.770833334,909996.0625,1194039.2708333333,96.079833815,2.0016632044791667,48,48,48,0,0,48,0,24,2.0016632044791667
Nemotron-3-Super-Simple,24,0,0,11661571.708333334,710928.4583333334,1651510.3541666667,92.54058176000001,1.9279287866666668,48,48,48,0,0,48,0,24,1.9279287866666668
Qwen-3.6-27B-Simple-Per-5,24,0,0,4920327.458333333,84766.54166666667,175364.70833333334,86.58915302,1.8039406879166666,48,48,48,0,0,48,0,24,1.8039406879166666
MiniMax-M2.7-Simple-Per-5,24,0,0,6079425.333333333,883655.2916666666,131874.39583333334,83.68751741999999,1.7434899462499998,48,48,48,0,0,48,0,24,1.7434899462499998
GLM-5.3-Flash-Simple,24,0,0,10159059.9375,551348.1875,583508.6041666666,83.57670179499999,1.7411812873958332,48,48,48,0,0,48,0,24,1.7411812873958332
GPT-6-Luna-Simple,25,0,0,13407606.16,2792232.96,132501.18,57.78551198,1.1557102396,50,50,50,0,0,50,0,25,1.1557102396
Qwen-3.8-Flash-Next-Simple-Per-5,26,0,0,5541818.576923077,345993.46153846156,466005.1923076923,52.1864777,1.0035861096153846,52,52,52,0,0,52,0,26,1.0035861096153846
Gemma-4-Simple,24,0,0,12475394.0,228198.8125,507450.6041666667,51.014078504,1.0627933021666667,48,48,48,0,0,48,0,24,1.0627933021666667
DeepSeek-V4-Flash-Simple,24,0,0,10235612.229166666,25618.416666666668,539393.2708333334,48.778598286,1.016220797625,48,48,48,0,0,48,0,24,1.016220797625
DeepSeek-V4.1-Flash-Simple-Per-5,24,0,0,4694101.333333333,151247.4375,350501.3125,42.911884005,0.8939975834374999,48,48,48,0,0,48,0,24,0.8939975834374999
GLM-5.3-Flash-Simple-Per-5,24,0,0,5207977.520833333,153435.41666666666,239153.27083333334,42.24285515,0.8800594822916666,48,48,48,0,0,48,0,24,0.8800594822916666
Nemotron-3-Super-Simple-Per-5,24,0,0,4566043.354166667,145873.375,654165.4375,36.98680562,0.7705584504166666,48,48,48,0,0,48,0,24,0.7705584504166666
GPT-6-Luna-Simple-Per-5,24,0,0,7051414.541666667,1249992.0208333333,40338.291666666664,29.414943270000002,0.612811318125,48,48,48,0,0,48,0,24,0.612811318125
GPT-OSS-120B-Simple,24,0,0,11144121.375,584689.1041666666,558464.2291666666,24.969904781300002,0.5202063496104167,48,48,48,0,0,48,0,24,0.5202063496104167
DeepSeek-V4-Flash-Simple-Per-5,24,0,0,4991136.125,17709.020833333332,219646.70833333334,23.390602946999998,0.48730422806249996,48,48,48,0,0,48,0,24,0.48730422806249996
Gemma-4-Simple-Per-5,24,0,0,5543393.375,115083.89583333333,174157.02083333334,22.226426536,0.46305055283333335,48,48,48,0,0,48,0,24,0.46305055283333335
GPT-OSS-120B-Simple-Per-5,24,0,0,5446646.5625,402308.875,189376.0,11.2454214924,0.234279614425,48,48,48,0,0,48,0,24,0.234279614425
Vanilla,24,24,0,0.0,0.0,0.0,,,24,24,0,0,24,0,24,0,