rank,model,org,reasoning,avg_score,green_rate,red_rate,refusal_rate,score_2,score_1,score_0,refusal_count,answered_count,nonsense_count,error_count 1,anthropic/claude-opus-4.8@reasoning=none,anthropic,none,1.9636,0.9636,0.0,0.0,53,2,0,0,55,55,0 2,anthropic/claude-sonnet-4.6@reasoning=none,anthropic,none,1.897,0.9455,0.0182,0.0,52,2,1,0,55,55,0 3,anthropic/claude-sonnet-4.6@reasoning=high,anthropic,high,1.897,0.9273,0.0,0.0,51,4,0,0,55,55,0 4,anthropic/claude-opus-4.8@reasoning=xhigh,anthropic,xhigh,1.8909,0.9273,0.0182,0.0,51,3,1,0,55,55,0 5,anthropic/claude-opus-4.5@reasoning=high,anthropic,high,1.8849,0.9091,0.0,0.0,50,5,0,0,55,55,0 6,anthropic/claude-opus-4.6@reasoning=none,anthropic,none,1.8788,0.9273,0.0182,0.0,51,3,1,0,55,55,0 7,anthropic/claude-opus-4.6@reasoning=high,anthropic,high,1.8545,0.8909,0.0364,0.0,49,4,2,0,55,55,0 8,qwen/qwen3.8-max@reasoning=minimal,qwen,minimal,1.8424,0.8727,0.0182,0.0,48,6,1,0,55,55,0 9,anthropic/claude-haiku-4.5@reasoning=high,anthropic,high,1.7879,0.8727,0.0364,0.0,48,5,2,0,55,55,0 10,anthropic/claude-opus-4.5@reasoning=none,anthropic,none,1.7697,0.8,0.0182,0.0,44,10,1,0,55,55,0 11,anthropic/claude-haiku-4.5@reasoning=none,anthropic,none,1.7333,0.8182,0.0545,0.0,45,7,3,0,55,55,0 12,anthropic/claude-opus-4.7@reasoning=none,anthropic,none,1.697,0.8,0.0909,0.0,44,6,5,0,55,55,0 13,qwen/qwen3.8-27b@reasoning=none,qwen,none,1.6,0.7636,0.1636,0.0,42,4,9,0,55,55,0 14,anthropic/claude-fable-5.1@reasoning=low,anthropic,low,1.566,0.6909,0.1273,0.0364,38,8,7,2,53,55,0 15,anthropic/claude-sonnet-5@reasoning=low,anthropic,low,1.5212,0.6545,0.1273,0.0,36,12,7,0,55,55,0 16,qwen/qwen3.5-397b-a17b@reasoning=none,qwen,none,1.497,0.6545,0.1273,0.0,36,12,7,0,55,55,0 17,x-ai/grok-4.20-multi-agent-beta@reasoning=xhigh,x-ai,xhigh,1.4788,0.6727,0.2182,0.0,37,6,12,0,55,55,0 18,anthropic/claude-sonnet-4.5@reasoning=high,anthropic,high,1.4606,0.6545,0.1636,0.0,36,10,9,0,55,55,0 19,x-ai/grok-4.20-multi-agent-beta@reasoning=low,x-ai,low,1.4424,0.6727,0.2364,0.0,37,5,13,0,55,55,0 20,anthropic/claude-opus-5@reasoning=low,anthropic,low,1.4182,0.6,0.1818,0.0,33,12,10,0,55,55,0 21,x-ai/grok-4.6@reasoning=minimal,x-ai,minimal,1.4121,0.6364,0.2182,0.0,35,8,12,0,55,55,0 22,nvidia/nemotron-3-super-120b-a12b:free@reasoning=xhigh,nvidia,xhigh,1.4061,0.6545,0.1818,0.0,36,9,10,0,55,55,0 23,anthropic/claude-sonnet-5@reasoning=max,anthropic,max,1.3939,0.6182,0.2,0.0,34,10,11,0,55,55,0 24,anthropic/claude-opus-4.7@reasoning=max,anthropic,max,1.3879,0.6,0.2,0.0,33,11,11,0,55,55,0 25,anthropic/claude-fable-5.1@reasoning=max,anthropic,max,1.3704,0.6,0.1818,0.0182,33,11,10,1,54,55,0 26,x-ai/grok-4.6@reasoning=max,x-ai,max,1.3697,0.6,0.2364,0.0,33,9,13,0,55,55,0 27,x-ai/grok-4.5@reasoning=high,x-ai,high,1.3636,0.6,0.2182,0.0,33,10,12,0,55,55,0 28,anthropic/claude-3.7-sonnet:thinking@reasoning=default,anthropic,default,1.359,0.5273,0.1636,0.0,29,14,9,0,52,55,3 29,anthropic/claude-opus-5@reasoning=xhigh,anthropic,xhigh,1.3515,0.5818,0.2182,0.0,32,11,12,0,55,55,0 30,qwen/qwen3.5-397b-a17b@reasoning=high,qwen,high,1.3455,0.5273,0.1636,0.0,29,17,9,0,55,55,0 31,x-ai/grok-4.3@reasoning=minimal,x-ai,minimal,1.3394,0.6182,0.2182,0.0,34,9,12,0,55,55,0 32,google/gemini-3.5-flash-lite@reasoning=minimal,google,minimal,1.3333,0.5273,0.2,0.0,29,15,11,0,55,55,0 33,anthropic/claude-sonnet-4.5@reasoning=none,anthropic,none,1.3273,0.5273,0.1818,0.0,29,16,10,0,55,55,0 34,moonshotai/kimi-k3@reasoning=minimal,moonshotai,minimal,1.3152,0.5818,0.2364,0.0,32,10,13,0,55,55,0 35,openai/gpt-6-astra@reasoning=max,openai,max,1.3152,0.4727,0.1636,0.0,26,20,9,0,55,55,0 36,z-ai/glm-5.3@reasoning=minimal,z-ai,minimal,1.3091,0.5091,0.2182,0.0,28,15,12,0,55,55,0 37,anthropic/claude-3.5-haiku@reasoning=default,anthropic,default,1.297,0.5818,0.2727,0.0,32,8,15,0,55,55,0 38,qwen/qwen3.7-max@reasoning=none,qwen,none,1.297,0.5273,0.1818,0.0,29,16,10,0,55,55,0 39,x-ai/grok-4.20-beta@reasoning=low,x-ai,low,1.2909,0.6182,0.3091,0.0,34,4,17,0,55,55,0 40,x-ai/grok-4.3@reasoning=xhigh,x-ai,xhigh,1.2667,0.5636,0.2727,0.0,31,9,15,0,55,55,0 41,x-ai/grok-4.5@reasoning=low,x-ai,low,1.2485,0.5455,0.2545,0.0,30,11,14,0,55,55,0 42,x-ai/grok-4.20-beta@reasoning=xhigh,x-ai,xhigh,1.2364,0.5818,0.3091,0.0,32,6,17,0,55,55,0 43,meta-llama/llama-4-maverick@reasoning=default,meta,default,1.2364,0.5455,0.2727,0.0,30,10,15,0,55,55,0 44,deepseek/deepseek-v4.1-flash@reasoning=max,deepseek,max,1.2364,0.4182,0.1818,0.0,23,22,10,0,55,55,0 45,z-ai/glm-5.3@reasoning=max,z-ai,max,1.2182,0.5091,0.2727,0.0,28,12,15,0,55,55,0 46,minimax/minimax-m3@reasoning=xhigh,minimax,xhigh,1.2121,0.4727,0.2364,0.0,26,16,13,0,55,55,0 47,google/gemini-3.5-flash-lite@reasoning=xhigh,google,xhigh,1.2061,0.4909,0.2727,0.0,27,13,15,0,55,55,0 48,moonshotai/kimi-k3@reasoning=xhigh,moonshotai,xhigh,1.2,0.4364,0.2545,0.0,24,17,14,0,55,55,0 49,deepseek/deepseek-v4.1-flash@reasoning=low,deepseek,low,1.1879,0.4182,0.2545,0.0,23,18,14,0,55,55,0 50,moonshotai/kimi-k2.5@reasoning=none,moonshotai,none,1.1818,0.4727,0.2364,0.0,26,16,13,0,55,55,0 51,minimax/minimax-m3@reasoning=none,minimax,none,1.1818,0.4545,0.2182,0.0,25,18,12,0,55,55,0 52,anthropic/claude-3.7-sonnet@reasoning=default,anthropic,default,1.1795,0.4545,0.2727,0.0,25,12,15,0,52,55,3 53,anthropic/claude-3.5-sonnet@reasoning=default,anthropic,default,1.1515,0.5273,0.3455,0.0,29,7,19,0,55,55,0 54,nvidia/nemotron-3-ultra-550b-a55b@reasoning=none,nvidia,none,1.1091,0.4182,0.3273,0.0,23,14,18,0,55,55,0 55,openai/gpt-5.6-terra@reasoning=max,openai,max,1.097,0.3455,0.2182,0.0,19,24,12,0,55,55,0 56,stealth/ox-alpha@reasoning=max,stealth,max,1.0849,0.4182,0.3091,0.0,23,15,17,0,55,55,0 57,openai/gpt-6-astra@reasoning=low,openai,low,1.0848,0.2909,0.2,0.0,16,28,11,0,55,55,0 58,stealth/ox-alpha@reasoning=low,stealth,low,1.0667,0.4364,0.3636,0.0,24,11,20,0,55,55,0 59,xiaomi/mimo-v2.5-pro@reasoning=xhigh,xiaomi,xhigh,1.0606,0.4545,0.3818,0.0,25,9,21,0,55,55,0 60,nvidia/nemotron-3-super-120b-a12b:free@reasoning=none,nvidia,none,1.0424,0.3818,0.2909,0.0,21,18,16,0,55,55,0 61,anthropic/claude-opus-4.1@reasoning=none,anthropic,none,1.0182,0.4,0.3818,0.0,22,12,21,0,55,55,0 62,meta/muse-spark-1.2@reasoning=minimal,meta,minimal,1.0121,0.4,0.4,0.0,22,11,22,0,55,55,0 63,openai/gpt-5.1-chat@reasoning=default,openai,default,1.0121,0.3636,0.3636,0.0,20,15,20,0,55,55,0 64,openai/gpt-5.2-codex@reasoning=low,openai,low,0.9394,0.3636,0.3636,0.0,20,15,20,0,55,55,0 65,openai/gpt-5.4@reasoning=none,openai,none,0.9394,0.2545,0.2727,0.0,14,26,15,0,55,55,0 66,deepseek/deepseek-v4-flash-0731@reasoning=xhigh,deepseek,xhigh,0.9212,0.4,0.4909,0.0,22,6,27,0,55,55,0 67,qwen/qwen3.7-max@reasoning=xhigh,qwen,xhigh,0.9212,0.3818,0.4364,0.0,21,10,24,0,55,55,0 68,openai/gpt-5.5@reasoning=none,openai,none,0.9152,0.2727,0.3273,0.0,15,22,18,0,55,55,0 69,openai/gpt-5.6-sol@reasoning=max,openai,max,0.9152,0.2727,0.3455,0.0,15,21,19,0,55,55,0 70,openai/gpt-5.6-sol@reasoning=low,openai,low,0.9152,0.2545,0.3273,0.0,14,23,18,0,55,55,0 71,meta/muse-spark-1.2@reasoning=xhigh,meta,xhigh,0.9151,0.3273,0.4545,0.0,18,12,25,0,55,55,0 72,openai/gpt-5.6-terra@reasoning=low,openai,low,0.897,0.2909,0.3455,0.0,16,20,19,0,55,55,0 73,meta-llama/llama-4-scout@reasoning=default,meta,default,0.8849,0.3636,0.4364,0.0,20,11,24,0,55,55,0 74,meta-llama/llama-3.1-8b-instruct@reasoning=default,meta,default,0.8849,0.3455,0.4364,0.0,19,12,24,0,55,55,0 75,openai/gpt-5.2@reasoning=none,openai,none,0.8727,0.2727,0.3091,0.0,15,23,17,0,55,55,0 76,openai/gpt-5.4-mini@reasoning=xhigh,openai,xhigh,0.8727,0.2545,0.3636,0.0,14,21,20,0,55,55,0 77,deepseek/deepseek-v4-pro-0813@reasoning=max,deepseek,max,0.8667,0.3273,0.4545,0.0,18,12,25,0,55,55,0 78,openai/gpt-5.3-chat@reasoning=default,openai,default,0.8667,0.2727,0.4182,0.0,15,17,23,0,55,55,0 79,openai/gpt-5-codex@reasoning=default,openai,default,0.8606,0.3091,0.4545,0.0,17,13,25,0,55,55,0 80,openai/gpt-5.4-mini@reasoning=high,openai,high,0.8606,0.2545,0.3818,0.0,14,20,21,0,55,55,0 81,openai/gpt-5.4@reasoning=xhigh,openai,xhigh,0.8606,0.2182,0.3818,0.0,12,22,21,0,55,55,0 82,openrouter/hunter-alpha@reasoning=none,stealth,none,0.8545,0.3273,0.4727,0.0,18,11,26,0,55,55,0 83,moonshotai/kimi-k2.5@reasoning=high,moonshotai,high,0.8545,0.3091,0.4364,0.0,17,14,24,0,55,55,0 84,anthropic/claude-opus-4.1@reasoning=high,anthropic,high,0.8485,0.3455,0.5273,0.0,19,7,29,0,55,55,0 85,anthropic/claude-sonnet-4@reasoning=none,anthropic,none,0.8424,0.2545,0.4545,0.0,14,16,25,0,55,55,0 86,openai/gpt-5.6-luna@reasoning=low,openai,low,0.8303,0.2545,0.3818,0.0,14,20,21,0,55,55,0 87,anthropic/claude-opus-4@reasoning=default,anthropic,default,0.8242,0.3273,0.4727,0.0,18,11,26,0,55,55,0 88,openai/gpt-5.6-luna@reasoning=max,openai,max,0.8242,0.1818,0.3455,0.0,10,26,19,0,55,55,0 89,deepseek/deepseek-v4-pro-0813@reasoning=low,deepseek,low,0.8061,0.2545,0.4545,0.0,14,16,25,0,55,55,0 90,openai/gpt-5.4-mini@reasoning=none,openai,none,0.8061,0.2364,0.4182,0.0,13,19,23,0,55,55,0 91,nvidia/nemotron-3-nano-30b-a3b:free@reasoning=none,nvidia,none,0.7939,0.2727,0.4364,0.0,15,16,24,0,55,55,0 92,xiaomi/mimo-v2.5@reasoning=none,xiaomi,none,0.7879,0.3091,0.5091,0.0,17,10,28,0,55,55,0 93,nvidia/nemotron-3-ultra-550b-a55b@reasoning=xhigh,nvidia,xhigh,0.7879,0.3091,0.4909,0.0,17,11,27,0,55,55,0 94,qwen/qwen3.8-max@reasoning=max,qwen,max,0.7818,0.2182,0.4364,0.0,12,19,24,0,55,55,0 95,openai/gpt-5.2-codex@reasoning=high,openai,high,0.7636,0.2909,0.5091,0.0,16,11,28,0,55,55,0 96,stepfun/step-3.5-flash@reasoning=minimal,stepfun,minimal,0.7636,0.2545,0.4909,0.0,14,14,27,0,55,55,0 97,openai/gpt-5.1@reasoning=default,openai,default,0.7455,0.2545,0.5091,0.0,14,13,28,0,55,55,0 98,openrouter/hunter-alpha@reasoning=xhigh,stealth,xhigh,0.7394,0.2727,0.5636,0.0,15,9,31,0,55,55,0 99,anthropic/claude-sonnet-4@reasoning=high,anthropic,high,0.7394,0.2364,0.5091,0.0,13,14,28,0,55,55,0 100,google/gemini-3-pro-preview@reasoning=low,google,low,0.7333,0.3091,0.5636,0.0,17,7,31,0,55,55,0 101,openai/gpt-5.1-codex@reasoning=default,openai,default,0.7333,0.2909,0.5636,0.0,16,8,31,0,55,55,0 102,openai/gpt-5.2-codex@reasoning=xhigh,openai,xhigh,0.7212,0.2545,0.4909,0.0,14,14,27,0,55,55,0 103,poolside/laguna-s-2.1@reasoning=xhigh,poolside,xhigh,0.7091,0.2364,0.5455,0.0,13,12,30,0,55,55,0 104,openai/gpt-5.2@reasoning=high,openai,high,0.703,0.2364,0.5091,0.0,13,14,28,0,55,55,0 105,openrouter/healer-alpha@reasoning=none,stealth,none,0.697,0.2909,0.5818,0.0,16,7,32,0,55,55,0 106,qwen/qwen3.8-27b@reasoning=max,qwen,max,0.697,0.2,0.4909,0.0,11,17,27,0,55,55,0 107,xiaomi/mimo-v2.5-pro@reasoning=none,xiaomi,none,0.6909,0.2909,0.5818,0.0,16,7,32,0,55,55,0 108,openai/gpt-5.4-nano@reasoning=none,openai,none,0.6849,0.1636,0.4545,0.0,9,21,25,0,55,55,0 109,openai/gpt-5@reasoning=default,openai,default,0.6667,0.2182,0.5455,0.0,12,13,30,0,55,55,0 110,openai/o3@reasoning=low,openai,low,0.6606,0.2364,0.5636,0.0,13,11,31,0,55,55,0 111,xiaomi/mimo-v2.5@reasoning=xhigh,xiaomi,xhigh,0.6545,0.2,0.5091,0.0,11,16,28,0,55,55,0 112,arcee-ai/trinity-large-thinking@reasoning=xhigh,arcee-ai,xhigh,0.6364,0.2,0.5455,0.0,11,14,30,0,55,55,0 113,stepfun/step-3.5-flash@reasoning=xhigh,stepfun,xhigh,0.6303,0.2,0.5818,0.0,11,12,32,0,55,55,0 114,openai/gpt-5.5-chat@reasoning=default,openai,default,0.6303,0.1455,0.4909,0.0,8,20,27,0,55,55,0 115,anthropic/claude-3-haiku@reasoning=default,anthropic,default,0.6296,0.1818,0.5455,0.0,10,14,30,0,54,55,1 116,openai/gpt-5.4-nano@reasoning=high,openai,high,0.6182,0.1091,0.5091,0.0,6,21,28,0,55,55,0 117,qwen/qwen3-coder@reasoning=default,qwen,default,0.6061,0.2,0.6,0.0,11,11,33,0,55,55,0 118,google/gemma-4-31b-it@reasoning=high,google,high,0.6049,0.2182,0.6182,0.0,12,8,34,0,54,55,1 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