model,effort,lab_key,lab,price_per_task_usd,billing,context,minutes_per_task,context_compression_per_task,tokens_per_second,create,bugfix,gamefeel,ideas,visuals,audio,re_blind,re_assisted,re_combined,avg,open_weights,size_gb,size_basis,re_test,aa_index,gci,release_date
Qwen-3.7-Plus,Medium,alibaba,Alibaba Qwen,0.03,sub,1M,15,0,120,35,30,30,30,20,20,4.01,,3.9699,24.1,yes,260,quantization not stated,,,24.1,2026-06-01
Minimax-M3.1-Flash,Max,minimax,MiniMax,0.4,api,1M,135,4,58,20,63,0,10,30,30,0.43,,0.4257,21.9,yes,300,quantization not stated,,29,21.9,2026-10-19
Muse Spark 1.3-Contributor,Medium,meta,Meta AI,0.8,api,1M,90,0,240,33,50,15,15,25,25,0.39,,0.3861,23.3,no,,,,,23.3,2026-09-02
gpt-6-auto (astra+luna),High,openai,OpenAI,2.2,sub,1M,90,1,56,62,20,0,30,36,35,0.75,,0.7425,26.2,no,,,,,26.2,2026-09-22
Space Bunny,Max,opencode,OpenCode,0,free,1M,240,0,140,59,52,3,36,45,50,0.88,,0.8712,35.1,no,,,,,,
Gemini 3.8-Flash,Max,google,Google DeepMind,0.8,api,1M,75,0,325,55,55,20,30,37,39,0.93,,0.9207,33.8,no,,,,,33.8,2026-09-02
Qwen-3.8-Max,XHigh,alibaba,Alibaba Qwen,0.75,sub,1M,15,0,60,56,40,47,41,30,42,6.2,,6.138,37.4,yes,2496,FP8; downloadable weights are text-only,,34,37.4,2026-08-03
Deepseek V4.1-Flash,Max,deepseek,DeepSeek,0.2,api,1M,45,0,330,62,57,45,34,35,43,1.7,,1.683,39.7,yes,510,FP8 weights (Hugging Face),,,39.7,2026-09-10
Mimo-V2.6-Pro,Max,xiaomi,Xiaomi,1.2,sub,1M,80,2,48,52,65,35,38,47,41,2.1,,2.079,40,yes,1070,quantization not stated,,30,40,2026-09-21
Opus-5.5,XHigh,anthropic,Anthropic,2.6,sub,1M,90,0,67,65,65,50,41,63,25,13.36,,13.2264,46,no,,,,57,46,2026-09-22
Sonnet-5.5,XHigh,anthropic,Anthropic,3.2,sub,1M,90,0,120,63,62,48,39,53,20,7.12,,7.0488,41.7,no,,,,50,41.7,2026-09-28
Sonnet-5.5,Medium,anthropic,Anthropic,0.75,sub,1M,30,0,120,62,61,40,35,49,15,4.63,,4.5837,38.1,no,,,,31,38.1,2026-09-28
gpt-6-luna,XHigh,openai,OpenAI,0.34,sub,1M,96,3,200,50,15,0,15,28,15,0,0.26,0.0858,17.6,no,,,,23,17.6,2026-09-22
Opus-5.5,Medium,anthropic,Anthropic,0.88,sub,1M,210,3,67,63,58,46,39,55,20,7.61,,7.5339,41.2,no,,,,48,41.2,2026-09-22
GLM-5.3-Flash,Max,zhipu,Zhipu AI,0.58,sub,1M,270,1,110,57,62,32,25,18,22,0.36,,0.3564,30.9,yes,730,quantization not stated,,28,30.9,2026-08-26
Qwen-3.8-Flash-Next,XHigh,alibaba,Alibaba Qwen,0.02,sub,1M,15,0,140,55,55,50,42,27,40,6.46,,6.3954,39.3,yes,128,quantization not stated,,29,39.3,2026-08-26
Haiku-5.5,Max,anthropic,Anthropic,0.12,sub,1M,22,0,180,56,50,43,31,48,19,1.53,,1.5147,35.5,no,,,,36,35.5,2026-10-07
Deepseek V4.1-Flash-1017,Max,deepseek,DeepSeek,0.85,api,1M,85,0,345,65,54,37,32,55,50,2.85,,2.8215,42.3,yes,800,Q8,,33,42.3,2026-10-17
Gemini-4-Argon,High,google,Google DeepMind,4.6,sub,1M,35,1,158,63,55,35,30,65,30,6.69,,6.6231,40.7,no,,,,50,40.7,2026-09-30
Ling-3.2-Flash,Max,ant,Ant Group,0.88,api,256K,48,2,77,40,45,30,30,40,32,1.5,,1.485,31.2,yes,550,Q8,,,31.2,2026-11-05
Nemotron-3.5-Super-VL,Max,nvidia,NVIDIA,0.01,api,1M,9,0,480,9,2,27,25,25,25,4.32,,4.2768,16.8,yes,60,quantization not stated,,14,16.8,2026-10-15
Kimi K3.1-Pro,Max,moonshot,Moonshot AI,2.1,api,1M,77,2,73,63,55,10,10,45,27,0.1,,0.099,30,yes,3000,quantization not stated,,46,30,2026-10-23
Qwen-4-27B-Early? (qoDuck),XHigh,alibaba,Alibaba Qwen,0.16,api,1M,185,5,370,64,63,51,43,48,28,5.76,,5.7024,43.2,,,,,,,
Sonnet-5.5,Max,anthropic,Anthropic,7.8,sub,1M,90,1,120,65,65,48,39,54,21,9.82,,9.7218,43.1,no,,,,55,43.1,2026-09-28
Qwen-4-Flash-Early? (qoHawk),Max,alibaba,Alibaba Qwen,0.4,api,1M,23,1,240,65,63,52,54,65,30,11.94,,11.8206,48.7,no,,,,,,
Gpt-6.1-Sol,XHigh,openai,OpenAI,0.26,sub,1M,,,,,,,,,,3.93,,3.8907,,no,,,"Semi-private subset of the RE test, 748 tasks",52,,2026-09-29
Gpt-6.1-Terra,XHigh,openai,OpenAI,0.13,sub,1M,,,,,,,,,,3.71,,3.6729,,no,,,"Semi-private subset of the RE test, 748 tasks",45,,
Gemini-4-Carbon,High,google,Google DeepMind,8.8,api,1M,48,0,180,64,56,51,47,67,33,32.81,54.51,39.6429,51.1,no,,,,60,51.1,2026-10-28
Fable-5.2,Max,anthropic,Anthropic,7.2,sub,1M,102,2,90,71,69,51,42,64,31,20.2,,19.998,49.7,no,,,,65,49.7,2026-11-09
Fable-5.2,Medium,anthropic,Anthropic,0.93,sub,1M,51,1,90,66,66,51,42,64,30,22.94,,22.7106,48.8,no,,,,56,48.8,2026-11-09
Muse Ember,Max,meta,Meta AI,0.04,api,1M,,,,,,,,,,0,,0,,no,,,,36,,2026-11-09
Muse Wonder,Max,meta,Meta AI,2.2,api,1M,,,,,,,,,,0.48,,0.4752,,no,,,,44,,
Qwen-4-Max-Preview (Ali Cloud Nov 10),XHigh,alibaba,Alibaba Qwen,0.02,sub,1M,,,72,,,,,,,5.78,,5.7222,,no,,,,,,2026-11-10
Qwen-4-Max-Preview (Qwen App Nov 11),High,alibaba,Alibaba Qwen,0,free,1M,,,79,,,,,,,8.54,,8.4546,,no,,,,,,2026-11-11
Qwen-4-Max Preview (Qoder Nov 11),XHigh,alibaba,Alibaba Qwen,0.12,sub,1M,,,62,,,,,,,1.05,,1.0395,,no,,,,,,2026-11-11
Qwen-3.8-27B,XHigh,alibaba,Alibaba Qwen,0.06,sub,256K,,,70,,,,,,,0.02,,0.0198,,yes,55.6,BF16,,20,,2026-08-14
Gemini-4-Carbon,Low,google,Google DeepMind,2.04,api,1M,,,,,,,,,,11.24,53.2,24.9744,,no,,,,54,,2026-10-28
Gemini-4-Carbon,Medium,google,Google DeepMind,2.13,api,1M,,,,,,,,,,30.25,53.94,37.7652,,no,,,,58,,2026-10-28
Nex N2.6,Max,nex,Nex,0.06,api,256K,,,,,,,,,,1.61,,1.5939,,yes,321,FP8,,,,2026-11-10
Fable-5.2,High,anthropic,Anthropic,3.16,sub,1M,,,90,69,67,51,42,64,30,22.84,88.08,44.1408,52.4,no,,,,62,52.4,2026-11-09
Sonus2,,sonus,SonusLab,,,,,,,,,,,,,8.19,,8.1081,,,,,,,,
Ernie-5.5 Flash Preview,Max,baidu,Baidu,0.3,,,,,560,64,55,45,36,56,44,4.91,6.6,5.4186,43.6,yes,560,"BF16, 280B params (computed)",,,43.6,2026-11-11
Raon-1-Mini Preview,,raon,Raon AI,,,,,,,,,,,,,0,0,0,,yes,57.6,"BF16, 28.8B params (computed)",,,,2026-10-21
Glyph Cluster,,glyph,Glyph,,,,,,,,,,,,,1.47,,1.4553,,no,,,,,,
OpenCode Iceman,,opencode,OpenCode,,,,,,,,,,,,,1.16,,1.1484,,no,,,,,,
Nemotron-3-Ultra 550B,,nvidia,NVIDIA,,,,,,,,,,,,,0.89,,0.8811,,yes,1100,"BF16, 550B params (computed)",,12,,2026-06-04
Beam 1.0,,beam,Beam,,,,,,,,,,,,,0.76,,0.7524,,yes,1003,"BF16, 501B params (computed)",,18,,2026-10-16
Bonsai-2-27B,,bonsai,Bonsai,,,,,,,,,,,,,0.02,,0.0198,,yes,5.9,ternary,,,,2026-09-17
Gemini-4-Hydrogen,High,google,Google DeepMind,0.94,api,1M,24,1,440,63,59,54,50,65,32,7.55,56.63,23.6709,49.5,no,,,,53,,
Opus-5.5,Max,anthropic,Anthropic,6.93,sub,1M,90,0,67,65,66,50,41,63,26,13.42,99.1,41.5602,50.4,no,,,,58,50.4,2026-09-22