评测来源/Humanity’s Last Exam
参与排名推理
Humanity’s Last Exam
Artificial Analysis · Humanity’s Last Exam 的公开模型评测结果。
本来源的模型成绩
| Claude Opus 5.5 | 0.61353105 | 84.4 | 2026-11-05 |
| Claude Fable 5.1 | 0.59128823 | 82.4 | 2026-11-05 |
| Gemini 4 Argon | 0.57089898 | 80.5 | 2026-11-05 |
| Claude Fable 5 | 0.55468026 | 79.0 | 2026-11-05 |
| Claude Sonnet 5.5 | 0.54958295 | 78.5 | 2026-11-05 |
| Claude Opus 5 | 0.54865616 | 78.4 | 2026-11-05 |
| GPT-6 Astra | 0.54680259 | 78.3 | 2026-11-05 |
| Muse Wonder Full | 0.53614458 | 77.3 | 2026-11-05 |
| Muse Wonder Full | 0.53614458 | 77.3 | 2026-10-17 |
| Muse Wonder Full | 0.53614458 | 77.3 | 2026-10-18 |
| GPT-6.1 Sol | 0.5291937 | 76.6 | 2026-11-05 |
| Muse Wonder | 0.50092678 | 74.0 | 2026-10-17 |
| Muse Wonder | 0.50092678 | 74.0 | 2026-11-05 |
| Muse Wonder | 0.50092678 | 74.0 | 2026-10-18 |
| GPT-5.6 Sol | 0.49490269 | 73.5 | 2026-11-05 |
| MiMo V2.6 Pro | 0.49351251 | 73.4 | 2026-11-05 |
| Muse Spark 1.3 | 0.48702502 | 72.8 | 2026-11-05 |
| Claude Opus 4.8 | 0.48656163 | 72.7 | 2026-11-05 |
| MiniMax M3.1 Flash | 0.47961075 | 72.1 | 2026-11-05 |
| GPT-6 Sol | 0.47914736 | 72.0 | 2026-11-05 |
| Gemini 3.8 Flash | 0.47822057 | 71.9 | 2026-11-05 |
| Gemini 3.1 Pro Preview | 0.47034291 | 71.2 | 2026-11-05 |
| Kimi K3 | 0.46895273 | 71.1 | 2026-11-05 |
| Step 5 Preview | 0.46478221 | 70.7 | 2026-11-05 |
| GPT-6.1 Terra | 0.46246525 | 70.5 | 2026-11-05 |
| Muse Spark 1.1 | 0.46200185 | 70.5 | 2026-11-05 |
| GPT-5.5 | 0.45783133 | 70.1 | 2026-11-05 |
| Muse Spark 1.2 | 0.45458758 | 69.8 | 2026-11-05 |
| Claude Haiku 5.5 | 0.44392956 | 68.8 | 2026-11-05 |
| Grok 4.6 | 0.44068582 | 68.5 | 2026-11-05 |
| GPT-5.4 | 0.43744208 | 68.2 | 2026-11-05 |
| Ling-3.1-flash-1019 | 0.43466172 | 67.9 | 2026-11-05 |
| DeepSeek V4.1 Flash 1017 | 0.43327155 | 67.8 | 2026-11-05 |
| Grok 4.7 | 0.43141798 | 67.6 | 2026-11-05 |
| Qwen3.8 Max | 0.4304912 | 67.5 | 2026-11-05 |
| GPT-5.6 Terra | 0.42910102 | 67.4 | 2026-11-05 |
| Grok 4.5 | 0.42678406 | 67.2 | 2026-11-05 |
| Claude Opus 4.7 | 0.42307692 | 66.9 | 2026-11-05 |
| GLM 5.3 | 0.42261353 | 66.8 | 2026-11-05 |
| Claude Sonnet 5 | 0.4128823 | 65.9 | 2026-11-05 |
| GLM-5.2 | 0.41149212 | 65.8 | 2026-11-05 |
| DeepSeek V4 Pro 0813 | 0.41010195 | 65.7 | 2026-11-05 |
| Gemini 3.6 Flash | 0.40824838 | 65.5 | 2026-11-05 |
| Qwen3.7 Max | 0.40500463 | 65.2 | 2026-11-05 |
| Claude Opus 4.6 | 0.39944393 | 64.7 | 2026-11-05 |
| GLM-5.3 Flash | 0.39851715 | 64.6 | 2026-11-05 |
| GLM-5.3 Flash | 0.39851715 | 64.6 | 2026-10-18 |
| GLM-5.3 Flash | 0.39851715 | 64.6 | 2026-10-17 |
| Gemini 3 Pro Preview | 0.39712697 | 64.5 | 2026-11-05 |
| GPT-5.6 Luna | 0.39481001 | 64.3 | 2026-11-05 |
| Ling-3.1-flash | 0.39434662 | 64.2 | 2026-10-17 |
| Ling-3.1-flash | 0.39434662 | 64.2 | 2026-11-05 |
| Ling-3.1-flash | 0.39434662 | 64.2 | 2026-10-18 |
| DeepSeek V4.1 Flash | 0.39249305 | 64.0 | 2026-11-05 |
| MiniMax-M3 | 0.3897127 | 63.8 | 2026-11-05 |
| DeepSeek V4 Flash 0731 | 0.38554217 | 63.4 | 2026-11-05 |
| GPT-6 Luna | 0.38507878 | 63.4 | 2026-11-05 |
| GPT-5.2 | 0.37673772 | 62.6 | 2026-11-05 |
| DeepSeek V4 Pro | 0.37534754 | 62.5 | 2026-11-05 |
| Kimi K2.6 | 0.37488415 | 62.4 | 2026-11-05 |
| Grok 4.3 | 0.3721038 | 62.2 | 2026-11-05 |
| Gemini 3 Flash Preview | 0.36561631 | 61.6 | 2026-11-05 |
| MiMo-V2.5-Pro | 0.35681186 | 60.8 | 2026-11-05 |
| Qwen3.7 Plus | 0.35634847 | 60.7 | 2026-11-05 |
| MiMo V2.6 Flash | 0.35078777 | 60.2 | 2026-10-17 |
| MiMo V2.6 Flash | 0.35078777 | 60.2 | 2026-10-18 |
| MiMo V2.6 Flash | 0.35078777 | 60.2 | 2026-11-05 |
| Kimi K2.7 Code | 0.35032437 | 60.2 | 2026-11-05 |
| Mistral Large 4 | 0.35032437 | 60.2 | 2026-10-28 |
| Grok 4.20 | 0.34522706 | 59.7 | 2026-10-11 |
| Nex-N2-Pro | 0.3373494 | 59.0 | 2026-11-05 |
| LongCat-2.0 | 0.33688601 | 58.9 | 2026-11-05 |
| Claude Sonnet 4.6 | 0.33595922 | 58.8 | 2026-11-05 |
| Hy3 | 0.33456905 | 58.7 | 2026-11-05 |
| Inkling Small | 0.33317887 | 58.6 | 2026-11-05 |
| Grok 4.20 (Reasoning) | 0.32391103 | 57.7 | 2026-11-05 |
| Inkling | 0.31881372 | 57.2 | 2026-11-05 |
| Qwen3.6 Max Preview | 0.3081557 | 56.3 | 2026-11-05 |
| Kimi K2.5 | 0.30722892 | 56.2 | 2026-11-05 |
| MiMo-V2-Pro | 0.30444856 | 55.9 | 2026-11-05 |
| Claude Opus 4.5 | 0.30120482 | 55.6 | 2026-11-05 |
| GLM-5.1 | 0.30074143 | 55.6 | 2026-11-05 |
| MiniMax-M2.7 | 0.29610751 | 55.2 | 2026-11-05 |
| GLM-5 | 0.29286376 | 54.9 | 2026-11-05 |
| Qwen3.5 397B-A17B | 0.28962002 | 54.6 | 2026-11-05 |
| GPT-5 | 0.2849861 | 54.1 | 2026-11-05 |
| Nemotron 3 Ultra 550B A55B | 0.28405931 | 54.0 | 2026-11-05 |
| GPT-5.4 mini | 0.28127896 | 53.8 | 2026-11-05 |
| Qwen3 Max Thinking | 0.27988879 | 53.7 | 2026-11-05 |
| Qwen3.6 Plus | 0.27849861 | 53.5 | 2026-11-05 |
| GLM-5-Turbo | 0.27757183 | 53.4 | 2026-11-05 |
| Hy3 preview | 0.27757183 | 53.4 | 2026-11-05 |
| GLM-4.7 | 0.27386469 | 53.1 | 2026-11-05 |
| MiMo-V2.5 | 0.27201112 | 52.9 | 2026-11-05 |
| Qwen3.5 122B-A10B | 0.25208526 | 51.1 | 2026-11-05 |
| DeepSeek V3.2 | 0.24559778 | 50.5 | 2026-11-05 |
| Grok 4.20 (Non-Reasoning) | 0.24513438 | 50.5 | 2026-11-05 |
| Step 3.5 Flash 2603 | 0.24467099 | 50.4 | 2026-11-05 |
| Qwen3.5 27B | 0.23911029 | 49.9 | 2026-11-05 |
| Ling-3.0-flash (free) | 0.23679333 | 49.7 | 2026-11-05 |
| MiniMax-M2.1 | 0.23169601 | 49.2 | 2026-11-05 |
| Qwen3.6 27B | 0.23076923 | 49.1 | 2026-11-05 |
| MiMo-V2-Flash | 0.22845227 | 48.9 | 2026-11-05 |
| Gemini 2.5 Pro | 0.22520853 | 48.6 | 2026-11-05 |
| Qwen3.6 35B-A3B | 0.22242817 | 48.4 | 2026-11-05 |
| MiMo-V2-Omni | 0.221038 | 48.2 | 2026-11-05 |
| Ring-2.6-1T | 0.21594069 | 47.8 | 2026-11-05 |
| GPT-5 mini | 0.21455051 | 47.6 | 2026-11-05 |
| Step 3.7 Flash | 0.21408712 | 47.6 | 2026-11-05 |
| Step 3.5 Flash | 0.21130677 | 47.3 | 2026-11-05 |
| Qwen3.5 35B-A3B | 0.21037998 | 47.2 | 2026-11-05 |
| Nemotron 3 Super 120B A12B | 0.20759963 | 47.0 | 2026-11-05 |
| MiniMax-M2.5 | 0.20528267 | 46.8 | 2026-11-05 |
| o3 | 0.2005 | 46.3 | 2026-11-05 |
| gpt-oss-120b | 0.19601483 | 45.9 | 2026-11-05 |
| Gemini 3.5 Flash Lite | 0.18813716 | 45.2 | 2026-11-05 |
| Claude Sonnet 4.5 | 0.17794254 | 44.3 | 2026-11-05 |
| Gemini 3.1 Flash Lite | 0.17191844 | 43.7 | 2026-11-05 |
| Mercury 2 | 0.17145505 | 43.7 | 2026-11-05 |
| GLM-5V-Turbo | 0.17145505 | 43.7 | 2026-11-05 |
| o4-mini | 0.16543095 | 43.1 | 2026-10-11 |
| o4 Mini High | 0.16543095 | 43.1 | 2026-11-05 |
| DeepSeek V3.1 Terminus | 0.16357739 | 42.9 | 2026-11-05 |
| KAT-Coder-Pro V2 | 0.16126043 | 42.7 | 2026-11-05 |
| Trinity Large Thinking | 0.15848007 | 42.5 | 2026-11-05 |
| Gemma 4 12B Base | 0.15662651 | 42.3 | 2026-11-05 |
| Qwen3.5 9B | 0.14921223 | 41.6 | 2026-11-05 |
| DeepSeek V3.2 Exp | 0.14874884 | 41.6 | 2026-11-05 |
| GLM-4.6 | 0.14457831 | 41.2 | 2026-11-05 |
| DeepSeek V3.1 | 0.14272475 | 41.0 | 2026-11-05 |
| Mistral Medium 3.5 | 0.13762743 | 40.5 | 2026-11-05 |
| MiniMax-M2 | 0.13670065 | 40.5 | 2026-11-05 |
| GLM-4.5 | 0.12974977 | 39.8 | 2026-11-05 |
| Gemini 2.5 Flash | 0.12140871 | 39.0 | 2026-11-05 |
| o3 Mini High | 0.1204 | 39.0 | 2026-11-05 |
| Nemotron Cascade 2 30B A3B | 0.12001854 | 38.9 | 2026-11-05 |
| Command A Plus | 0.11955514 | 38.9 | 2026-11-05 |
| Qwen3 Max | 0.11909175 | 38.8 | 2026-11-05 |
| Nemotron 3 Nano 30B A3B | 0.11399444 | 38.4 | 2026-11-05 |
| Qwen3 235B A22B Instruct 2507 | 0.11121409 | 38.1 | 2026-11-05 |
| North Mini Code | 0.1107507 | 38.1 | 2026-11-05 |
| Sarvam 105B | 0.1102873 | 38.0 | 2026-11-05 |
| gpt-oss-20b | 0.10982391 | 38.0 | 2026-11-05 |
| Qwen3 235B-A22B | 0.1098 | 38.0 | 2026-11-05 |
| Claude Haiku 4.5 | 0.10379981 | 37.4 | 2026-11-05 |
| Solar Pro 3 | 0.10287303 | 37.3 | 2026-11-05 |
| Qwen3 Coder Next | 0.10148285 | 37.2 | 2026-11-05 |
| GLM-4.6V | 0.09638554 | 36.7 | 2026-11-05 |
| GPT-5 nano | 0.09499537 | 36.6 | 2026-11-05 |
| Ling-2.6-1T | 0.0871177 | 35.9 | 2026-11-05 |
| DeepSeek-R1 | 0.085 | 35.7 | 2026-11-05 |
| o3-mini | 0.0791 | 35.1 | 2026-11-05 |
| Qwen3-Next 80B-A3B Instruct | 0.07645968 | 34.9 | 2026-11-05 |
| GLM-4.7-Flash | 0.07599629 | 34.9 | 2026-11-05 |
| Sarvam 30B | 0.07506951 | 34.8 | 2026-11-05 |
| Qwen3 32B | 0.0741 | 34.7 | 2026-11-05 |
| GLM-4.5-Air | 0.07043559 | 34.3 | 2026-11-05 |
| o1 | 0.0701 | 34.3 | 2026-11-03 |
| Qwen3 30B A3B Instruct 2507 | 0.06904541 | 34.2 | 2026-11-05 |
| Gemini 2.5 Flash-Lite | 0.06811863 | 34.1 | 2026-11-05 |
| Qwen3 VL 32B Instruct | 0.06811863 | 34.1 | 2026-11-05 |
| Qwen3 VL 235B A22B Instruct | 0.06626506 | 34.0 | 2026-11-05 |
| Sonar Pro | 0.0655 | 33.9 | 2026-11-05 |
| Olmo 3 32B Think | 0.06441149 | 33.8 | 2026-11-05 |
| Kimi K2 0905 | 0.0639481 | 33.7 | 2026-11-05 |
| GLM-4.5V | 0.06302132 | 33.7 | 2026-11-05 |
| Qwen3 VL 30B A3B Instruct | 0.06302132 | 33.7 | 2026-11-05 |
| Ling-2.6-flash | 0.06255792 | 33.6 | 2026-11-05 |
| Qwen3 30B A3B | 0.0616 | 33.5 | 2026-11-05 |
| Llama 3.3 Nemotron Super 49B v1 | 0.0562 | 33.0 | 2026-11-05 |
| Nemotron Nano 12B v2 VL | 0.05514365 | 32.9 | 2026-11-05 |
| Ministral 3 3B | 0.05375348 | 32.8 | 2026-11-05 |
| R1 Distill Llama 70B | 0.0513 | 32.6 | 2026-11-05 |
| Granite 4.0 Micro | 0.05004634 | 32.5 | 2026-11-05 |
| Llama 4 Maverick | 0.04911956 | 32.4 | 2026-11-05 |
| Sonar | 0.0488 | 32.4 | 2026-11-05 |
| Nemotron Nano 9B v2 | 0.04865616 | 32.3 | 2026-11-05 |
| Nemotron 3 Nano Omni 30B A3B Reasoning | 0.04819277 | 32.3 | 2026-11-05 |
| DeepSeek V3 0324 | 0.0474 | 32.2 | 2026-11-05 |
| Ministral 3 14B | 0.0463392 | 32.1 | 2026-11-05 |
| Qwen3-Coder 480B-A35B Instruct | 0.04541242 | 32.0 | 2026-11-05 |
| Qwen3 14B | 0.0453 | 32.0 | 2026-11-05 |
| Reka Flash 3 | 0.0444 | 31.9 | 2026-11-05 |
| Ministral 3 8B | 0.04263207 | 31.8 | 2026-11-05 |
| Gemini 2.0 Flash | 0.0426 | 31.8 | 2026-11-05 |
| Mistral Large 3 | 0.04170528 | 31.7 | 2026-11-05 |
| Qwen Turbo | 0.0409 | 31.6 | 2026-11-05 |
| Mistral Medium 3.5 | 0.0405 | 31.6 | 2026-11-05 |
| Command A | 0.04031511 | 31.6 | 2026-11-05 |
| Hermes 3 70B Instruct | 0.0399 | 31.5 | 2026-11-05 |
| Qwen3 8B | 0.0389 | 31.4 | 2026-11-05 |
| Qwen3-Coder 30B-A3B Instruct | 0.03846154 | 31.4 | 2026-11-05 |
| Granite 4.1 8B | 0.03799815 | 31.4 | 2026-11-05 |
| Llama 4 Scout | 0.0378 | 31.3 | 2026-11-05 |
| Phi 4 | 0.0376 | 31.3 | 2026-11-05 |
| Mistral Small 3 | 0.0376 | 31.3 | 2026-11-05 |
| Qwen2.5 72B Instruct | 0.0356 | 31.1 | 2026-11-05 |
| Qwen2.5 Coder 32B Instruct | 0.0351 | 31.1 | 2026-11-05 |
| Mistral Large | 0.035 | 31.1 | 2026-11-05 |
| Qwen3 VL 8B Instruct | 0.02687674 | 30.3 | 2026-11-05 |