# 模型能力排行

按智力、编程与综合能力对照主流大模型。分数以当期最高分为满分 100，按得分从高到低排列。

此页支持在地址后加上 .md 后缀，返回 Markdown 纯文本，便于程序和 AI 读取。

- `/zh/rank.md`
- `/rank.md`

## 综合

智力与编程能力的综合对照

共 177 个模型

| 名次 | 模型 | 模型编号 | 实验室 | 综合 | 智力 | 编程 | 发布日期 | 已发布 |
| --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | Claude Opus 5.5 | anthropic/claude-opus-5-5 | Anthropic | 100.0 | 98.9 | 100.0 | 2026-09-22 | 24 天 |
| 2 | Claude Fable 5.1 | anthropic/claude-fable-5-1 | Anthropic | 98.1 | 98.6 | 96.2 | 2026-09-01 | 45 天 |
| 3 | Claude Sonnet 5.5 | anthropic/claude-sonnet-5-5 | Anthropic | 97.4 | 96.0 | 97.9 | 2026-09-28 | 18 天 |
| 4 | Gemini 4 Argon | google/gemini-4-argon | Google | 97.3 | 100.0 | 92.6 | 2026-10-13 | 3 天 |
| 5 | Claude Opus 5 | anthropic/claude-opus-5 | Anthropic | 96.7 | 98.4 | 93.3 | 2026-07-24 | 84 天 |
| 6 | GPT-6 Astra | openai/gpt-6-astra | OpenAI | 96.6 | 94.1 | 98.3 | 2026-09-04 | 42 天 |
| 7 | GPT-6.1 Sol | openai/gpt-6.1-sol | OpenAI | 96.3 | 94.5 | 97.2 | 2026-09-29 | 17 天 |
| 8 | Muse Wonder | meta/muse-wonder-1.0 | Meta | 95.5 | 98.0 | 91.2 | 2026-10-12 | 4 天 |
| 9 | Qwen3.7 Plus | alibaba/qwen3.7-plus | Alibaba | 95.5 | 94.9 | — | 2026-06-02 | 136 天 |
| 10 | Qwen3.8 Max 0902 | alibaba/qwen3.8-max-0902 | Alibaba | 95.4 | 96.8 | 92.4 | 2026-09-02 | 44 天 |
| 11 | Qwen3.8 Max | alibaba/qwen3.8-max | Alibaba | 95.4 | 96.8 | 92.3 | 2026-08-03 | 74 天 |
| 12 | Muse Spark 1.3 | meta/muse-spark-1.3 | Meta | 95.3 | 97.2 | 91.6 | 2026-09-02 | 44 天 |
| 13 | Kimi K3 | moonshotai/kimi-k3 | Moonshot AI | 94.6 | 96.2 | 91.4 | 2026-07-16 | 92 天 |
| 14 | MiMo-V2.6-Pro | xiaomi/mimo-v2.6-pro | Xiaomi | 94.5 | 97.3 | 89.7 | 2026-09-22 | 24 天 |
| 15 | Claude Fable 5 | anthropic/claude-fable-5 | Anthropic | 94.5 | 97.3 | 89.7 | 2026-06-09 | 129 天 |
| 16 | Qwen3 Max Preview | alibaba/qwen3-max-preview | Alibaba | 94.5 | 93.9 | — | 2025-09-05 | 406 天 |
| 17 | GLM-4.5 | zhipuai/glm-4.5 | Zhipu AI | 93.9 | 93.3 | — | 2025-07-28 | 445 天 |
| 18 | DeepSeek R1 0528 | deepseek/deepseek-r1-0528 | DeepSeek | 93.8 | 93.2 | — | 2025-05-28 | 506 天 |
| 19 | Gemini 3.8 Flash | google/gemini-3.8-flash | Google | 93.7 | 97.8 | 87.5 | 2026-09-02 | 44 天 |
| 20 | GLM-5.3 | zhipuai/glm-5.3 | Zhipu AI | 93.6 | 96.0 | 89.5 | 2026-08-14 | 63 天 |
| 21 | Gemini 3.7 Flash | google/gemini-3.7-flash | Google | 93.5 | 97.1 | 87.8 | 2026-08-13 | 64 天 |
| 22 | MiMo-V2.6-Flash | xiaomi/mimo-v2.6-flash | Xiaomi | 93.5 | 95.0 | 90.3 | 2026-09-22 | 24 天 |
| 23 | MiMo-V2-Omni | xiaomi/mimo-v2-omni | Xiaomi | 93.5 | 92.9 | — | 2026-03-18 | 212 天 |
| 24 | GLM-5.3-Flash | zhipuai/glm-5.3-flash | Zhipu AI | 93.3 | 96.0 | 88.7 | 2026-08-26 | 51 天 |
| 25 | DeepSeek V4.1 Flash | deepseek/deepseek-v4.1-flash | DeepSeek | 93.3 | 95.5 | 89.4 | 2026-09-10 | 36 天 |
| 26 | Qwen3 VL 235B A22B Instruct | alibaba/qwen3-vl-235b-a22b-instruct | Alibaba | 93.3 | 92.7 | — | 2025-09-23 | 388 天 |
| 27 | GLM-5.2 | zhipuai/glm-5.2 | Zhipu AI | 93.2 | 96.0 | 88.6 | 2026-06-13 | 125 天 |
| 28 | GPT-5.5 Instant | openai/gpt-5.5-instant | OpenAI | 93.2 | 92.6 | — | 2026-05-05 | 164 天 |
| 29 | DeepSeek V3.1 | deepseek/deepseek-chat-v3.1 | DeepSeek | 93.2 | 92.6 | — | 2025-08-21 | 421 天 |
| 30 | DeepSeek-V3.1 | deepseek/deepseek-v3.1 | DeepSeek | 93.2 | 92.6 | — | 2025-08-21 | 421 天 |
| 31 | Qwen3 235B-A22B Instruct 2507 | alibaba/qwen3-235b-a22b-instruct-2507 | Alibaba | 93.2 | 92.6 | — | 2025-07-21 | 452 天 |
| 32 | GPT-5.6 Sol | openai/gpt-5.6-sol | OpenAI | 93.1 | 95.1 | 89.3 | 2026-07-09 | 99 天 |
| 33 | Qwen3-Next 80B-A3B Instruct | alibaba/qwen3-next-80b-a3b-instruct | Alibaba | 93.1 | 92.5 | — | 2025-09 | 410 天 |
| 34 | Gemini 2.5 Flash | google/gemini-2.5-flash | Google | 93.1 | 92.5 | — | 2025-06-17 | 486 天 |
| 35 | Claude Opus 4.6 | anthropic/claude-opus-4-6 | Anthropic | 92.9 | 98.0 | 85.4 | 2026-02-05 | 253 天 |
| 36 | Claude Opus 4.7 | anthropic/claude-opus-4-7 | Anthropic | 92.7 | 97.2 | 86.0 | 2026-04-16 | 183 天 |
| 37 | GPT-6 Sol | openai/gpt-6-sol | OpenAI | 92.6 | 91.2 | 93.1 | 2026-09-22 | 24 天 |
| 38 | Step 3.5 Flash | stepfun/step-3.5-flash | StepFun | 92.1 | 91.5 | — | 2026-01-29 | 260 天 |
| 39 | Muse Spark 1.1 | meta/muse-spark-1.1 | Meta | 92.0 | 96.5 | 85.2 | 2026-04-08 | 191 天 |
| 40 | Grok 4.6 | xai/grok-4.6 | xAI | 92.0 | 93.2 | 89.3 | 2026-08-12 | 65 天 |
| 41 | Qwen3 VL 235B A22B Thinking | alibaba/qwen3-vl-235b-a22b-thinking | Alibaba | 92.0 | 91.4 | — | 2025-09-23 | 388 天 |
| 42 | Muse Spark 1.2 | meta/muse-spark-1.2 | Meta | 91.9 | 96.8 | 84.7 | 2026-08-05 | 72 天 |
| 43 | Qwen3.8 27B | alibaba/qwen3.8-27b | Alibaba | 91.9 | 94.0 | 88.0 | 2026-08-14 | 63 天 |
| 44 | Gemini 3.6 Flash | google/gemini-3.6-flash | Google | 91.8 | 96.5 | 84.9 | 2026-07-21 | 87 天 |
| 45 | Claude Opus 4.8 | anthropic/claude-opus-4-8 | Anthropic | 91.6 | 95.3 | 85.9 | 2026-05-28 | 141 天 |
| 46 | Grok 4.7 | xai/grok-4.7 | xAI | 91.6 | 91.4 | 90.6 | 2026-09-21 | 25 天 |
| 47 | DeepSeek V4 Flash | deepseek/deepseek-v4-flash | DeepSeek | 91.2 | 93.4 | 87.3 | 2026-04-24 | 175 天 |
| 48 | GPT-5.3 Chat (latest) | openai/gpt-5.3-chat-latest | OpenAI | 91.2 | 90.6 | — | 2026-03-03 | 227 天 |
| 49 | Grok 4.5 | xai/grok-4.5 | xAI | 91.1 | 94.5 | 85.7 | 2026-07-08 | 100 天 |
| 50 | Step 5 Preview | stepfun/step-5-preview | StepFun | 91.1 | 94.1 | 86.3 | 2026-09-16 | 30 天 |
| 51 | Gemini 3.5 Flash | google/gemini-3.5-flash | Google | 91.0 | 96.7 | 82.8 | 2026-05-19 | 150 天 |
| 52 | GPT-5.5 | openai/gpt-5.5 | OpenAI | 90.9 | 96.0 | 83.5 | 2026-04-23 | 176 天 |
| 53 | GLM-4.5-Air | zhipuai/glm-4.5-air | Zhipu AI | 90.8 | 90.3 | — | 2025-07-28 | 445 天 |
| 54 | Claude Sonnet 4.6 | anthropic/claude-sonnet-4-6 | Anthropic | 90.7 | 95.1 | 84.1 | 2026-02-17 | 241 天 |
| 55 | Qwen3.8 Flash Next | alibaba/qwen3.8-flash-next | Alibaba | 90.7 | — | 90.2 | 2026-08-27 | 50 天 |
| 56 | Claude Sonnet 5 | anthropic/claude-sonnet-5 | Anthropic | 90.6 | 94.1 | 85.0 | 2026-06-30 | 108 天 |
| 57 | Hy4 preview | tencent/hy4-preview | Tencent | 90.6 | — | 90.1 | 2026-08-28 | 49 天 |
| 58 | GLM-5.1 | zhipuai/glm-5.1 | Zhipu AI | 90.5 | 95.4 | 83.3 | 2026-04-07 | 192 天 |
| 59 | Kimi K2.6 | moonshotai/kimi-k2.6 | Moonshot AI | 90.3 | 95.0 | 83.3 | 2026-04-21 | 178 天 |
| 60 | GPT-5.6 Terra | openai/gpt-5.6-terra | OpenAI | 90.3 | 94.5 | 84.0 | 2026-07-09 | 99 天 |
| 61 | GLM-4.6V | zhipuai/glm-4.6v | Zhipu AI | 90.3 | 89.8 | — | 2025-12-08 | 312 天 |
| 62 | Mistral Large 4 | mistral/mistral-large-4 | Mistral | 90.2 | 93.3 | 85.2 | 2026-10-06 | 10 天 |
| 63 | DeepSeek V3 0324 | deepseek/deepseek-chat-v3-0324 | DeepSeek | 90.2 | 89.7 | — | 2025-03-24 | 571 天 |
| 64 | DeepSeek V3 0324 | deepseek/deepseek-v3-0324 | DeepSeek | 90.2 | 89.7 | — | 2025-03-24 | 571 天 |
| 65 | GPT-5 Mini | openai/gpt-5-mini | OpenAI | 90.1 | 89.6 | — | 2025-08-07 | 435 天 |
| 66 | DeepSeek-R1 | deepseek/deepseek-r1 | DeepSeek | 90.1 | 89.6 | — | 2025-01-20 | 634 天 |
| 67 | GPT-5.4 nano | openai/gpt-5.4-nano | OpenAI | 90.0 | 89.5 | — | 2026-03-17 | 213 天 |
| 68 | MiMo-V2.5-Pro | xiaomi/mimo-v2.5-pro | Xiaomi | 89.9 | 95.6 | 81.7 | 2026-04-22 | 177 天 |
| 69 | Mistral Medium 3 | mistral/mistral-medium-2505 | Mistral | 89.9 | 89.4 | — | 2025-05-07 | 527 天 |
| 70 | GPT-6 Luna | openai/gpt-6-luna | OpenAI | 89.8 | 90.8 | 87.3 | 2026-09-22 | 24 天 |
| 71 | Qwen3-Next 80B-A3B (Thinking) | alibaba/qwen3-next-80b-a3b-thinking | Alibaba | 89.8 | 89.3 | — | 2025-09 | 410 天 |
| 72 | Qwen3 235B-A22B | alibaba/qwen3-235b-a22b | Alibaba | 89.7 | 89.2 | — | 2025-04 | 563 天 |
| 73 | Gemini 3.1 Pro Preview | google/gemini-3.1-pro-preview | Google | 89.6 | 96.6 | 79.9 | 2026-02-19 | 239 天 |
| 74 | GPT-5.4 | openai/gpt-5.4 | OpenAI | 89.6 | 95.9 | 80.8 | 2026-03-05 | 225 天 |
| 75 | Hy3 | tencent/hy3 | Tencent | 89.6 | 93.8 | 83.2 | 2026-07-06 | 102 天 |
| 76 | GPT-5.6 Luna | openai/gpt-5.6-luna | OpenAI | 89.6 | 93.4 | 83.8 | 2026-07-09 | 99 天 |
| 77 | GPT OSS 120B | openai/gpt-oss-120b | OpenAI | 89.6 | 89.1 | — | 2025-08-05 | 437 天 |
| 78 | Claude Opus 4 | anthropic/claude-opus-4-20250514 | Anthropic | 89.6 | 89.1 | — | 2025-05-22 | 512 天 |
| 79 | Gemini 3 Pro Preview | google/gemini-3-pro-preview | Google | 89.4 | 96.5 | 79.5 | 2025-11-18 | 332 天 |
| 80 | Nova 2 Lite | amazon/nova-2-lite | Amazon | 89.4 | 88.9 | — | 2025-12-02 | 318 天 |
| 81 | Nova 2 Lite | amazon/nova-2-lite-v1 | Amazon | 89.4 | 88.9 | — | 2025-12-02 | 318 天 |
| 82 | Qwen3.6 Max Preview | alibaba/qwen3.6-max-preview | Alibaba | 89.3 | 94.4 | 81.8 | 2026-04-20 | 179 天 |
| 83 | Claude Opus 4.5 | anthropic/claude-opus-4-5-20251101 | Anthropic | 89.1 | 94.7 | 81.1 | 2025-11-01 | 349 天 |
| 84 | Gemma 3 27B IT | google/gemma-3-27b-it | Google | 89.1 | 88.6 | — | 2025-03-12 | 583 天 |
| 85 | MiniMax-M3 | minimax/MiniMax-M3 | MiniMax | 88.8 | 93.5 | 81.8 | 2026-06-01 | 137 天 |
| 86 | DeepSeek V4 Pro | deepseek/deepseek-v4-pro | DeepSeek | 88.6 | 94.7 | 79.9 | 2026-04-24 | 175 天 |
| 87 | GLM-4.7-Flash | zhipuai/glm-4.7-flash | Zhipu AI | 88.6 | 88.1 | — | 2026-01-19 | 270 天 |
| 88 | Qwen3.6 Plus | alibaba/qwen3.6-plus | Alibaba | 88.4 | 93.7 | 80.7 | 2026-04-02 | 197 天 |
| 89 | GLM-5 | zhipuai/glm-5 | Zhipu AI | 88.1 | 94.4 | 79.2 | 2026-02-12 | 246 天 |
| 90 | Kimi K2.5 | moonshotai/kimi-k2.5 | Moonshot AI | 88.1 | 94.3 | 79.3 | 2026-01 | 288 天 |
| 91 | Claude Haiku 5.5 | anthropic/claude-haiku-5-5 | Anthropic | 88.0 | — | 87.5 | 2026-10-07 | 9 天 |
| 92 | Qwen3 32B | alibaba/qwen3-32b | Alibaba | 88.0 | 87.5 | — | 2025-04 | 563 天 |
| 93 | Trinity Large Preview | arcee-ai/trinity-large-preview | Arcee AI | 87.9 | 87.4 | — | 2026-01-27 | 262 天 |
| 94 | Claude Sonnet 4 | anthropic/claude-sonnet-4-20250514 | Anthropic | 87.9 | 87.4 | — | 2025-05-22 | 512 天 |
| 95 | Gemini 3.5 Flash Lite | google/gemini-3.5-flash-lite | Google | 87.8 | 93.6 | 79.5 | 2026-07-21 | 87 天 |
| 96 | Mistral Small 3.2 | mistral/mistral-small-2506 | Mistral | 87.8 | 87.3 | — | 2025-06-20 | 483 天 |
| 97 | MiMo-V2-Pro | xiaomi/mimo-v2-pro | Xiaomi | 87.7 | 93.7 | 79.1 | 2026-03-18 | 212 天 |
| 98 | GLM-4.7 | zhipuai/glm-4.7 | Zhipu AI | 87.7 | 93.7 | 79.2 | 2025-12-22 | 298 天 |
| 99 | o3-mini | openai/o3-mini | OpenAI | 87.7 | 87.2 | — | 2024-12-20 | 665 天 |
| 100 | Gemma 3 12B IT | google/gemma-3-12b-it | Google | 87.6 | 87.1 | — | 2025-03-12 | 583 天 |
| 101 | MiMo-V2.5 | xiaomi/mimo-v2.5 | Xiaomi | 87.5 | 93.2 | 79.4 | 2026-04-22 | 177 天 |
| 102 | GLM-4.5V | zhipuai/glm-4.5v | Zhipu AI | 87.5 | 87.0 | — | 2025-08-11 | 431 天 |
| 103 | DeepSeek-V3 | deepseek/deepseek-v3 | DeepSeek | 87.5 | 87.0 | — | 2024-12-26 | 659 天 |
| 104 | Inkling | thinkingmachines/inkling | Thinking Machines | 87.4 | 94.1 | 78.0 | 2026-07-15 | 93 天 |
| 105 | Command A | cohere/command-a-03-2025 | Cohere | 87.4 | 86.9 | — | 2025-03-13 | 582 天 |
| 106 | QwQ 32B | alibaba/qwq-32b | Alibaba | 87.2 | 86.7 | — | 2025-03-05 | 590 天 |
| 107 | GPT-5.1 | openai/gpt-5.1 | OpenAI | 87.0 | 94.2 | 77.0 | 2025-11-13 | 337 天 |
| 108 | GLM-5V-Turbo | zhipuai/glm-5v-turbo | Zhipu AI | 86.9 | 93.8 | 77.4 | 2026-04-01 | 198 天 |
| 109 | Qwen3.5 397B-A17B | alibaba/qwen3.5-397b-a17b | Alibaba | 86.9 | 93.8 | 77.3 | 2026-02-15 | 243 天 |
| 110 | Claude Sonnet 4.5 | anthropic/claude-sonnet-4-5-20250929 | Anthropic | 86.6 | 93.9 | 76.5 | 2025-09-29 | 382 天 |
| 111 | Granite 4.2 8B | ibm/granite-4.2-8b | IBM | 86.6 | 86.1 | — | 2026-08-31 | 46 天 |
| 112 | GPT-5 Nano | openai/gpt-5-nano | OpenAI | 86.6 | 86.1 | — | 2025-08-07 | 435 天 |
| 113 | GPT-5.2 | openai/gpt-5.2 | OpenAI | 86.5 | 92.4 | 78.2 | 2025-12-11 | 309 天 |
| 114 | Qwen3 30B A3B | alibaba/qwen3-30b-a3b | Alibaba | 86.4 | 85.9 | — | 2025-04-28 | 536 天 |
| 115 | Inkling Small | thinkingmachines/inkling-small | Thinking Machines | 86.2 | 92.2 | 77.8 | 2026-07-30 | 78 天 |
| 116 | GPT-5 | openai/gpt-5 | OpenAI | 86.2 | 91.8 | 78.2 | 2025-08-07 | 435 天 |
| 117 | Claude Opus 4.1 | anthropic/claude-opus-4-1-20250805 | Anthropic | 86.0 | 92.6 | 76.7 | 2025-08-05 | 437 天 |
| 118 | GPT-5.4 mini | openai/gpt-5.4-mini | OpenAI | 85.9 | 92.1 | 77.2 | 2026-03-17 | 213 天 |
| 119 | MiniMax-M2.7 | minimax/MiniMax-M2.7 | MiniMax | 85.7 | 91.7 | 77.2 | 2026-03-18 | 212 天 |
| 120 | GLM-4.6 | zhipuai/glm-4.6 | Zhipu AI | 85.5 | 94.0 | 74.0 | 2025-09-30 | 381 天 |
| 121 | DeepSeek V3.2 | deepseek/deepseek-v3.2 | DeepSeek | 85.5 | 93.0 | 75.2 | 2025-12-01 | 319 天 |
| 122 | GPT-4o (2024-05-13) | openai/gpt-4o-2024-05-13 | OpenAI | 85.4 | 84.9 | — | 2024-05-13 | 886 天 |
| 123 | Claude Sonnet 3.7 | anthropic/claude-3-7-sonnet-20250219 | Anthropic | 85.3 | 84.8 | — | 2025-02-19 | 604 天 |
| 124 | Qwen3.5 122B-A10B | alibaba/qwen3.5-122b-a10b | Alibaba | 85.2 | 92.5 | 75.1 | 2026-02-23 | 235 天 |
| 125 | Claude Sonnet 3.5 v2 | anthropic/claude-3-5-sonnet-20241022 | Anthropic | 85.2 | 84.7 | — | 2024-10-22 | 724 天 |
| 126 | Qwen3.5 27B | alibaba/qwen3.5-27b | Alibaba | 84.8 | 91.9 | 75.0 | 2026-02-23 | 235 天 |
| 127 | Gemma 3 4B IT | google/gemma-3-4b-it | Google | 84.7 | 84.2 | — | 2025-03-12 | 583 天 |
| 128 | GPT OSS 20B | openai/gpt-oss-20b | OpenAI | 84.5 | 84.0 | — | 2025-08-05 | 437 天 |
| 129 | Grok 4.3 | xai/grok-4.3 | xAI | 84.4 | 91.2 | 74.9 | 2026-04-17 | 182 天 |
| 130 | Solar Pro 4 | upstage/solar-pro4 | Upstage | 84.4 | 90.5 | 75.7 | 2026-08-06 | 71 天 |
| 131 | MiMo-V2-Flash | xiaomi/mimo-v2-flash | Xiaomi | 84.2 | 92.1 | 73.4 | 2025-12-16 | 304 天 |
| 132 | Llama 3.1 Nemotron 70B Instruct | nvidia/llama-3.1-nemotron-70b-instruct | NVIDIA | 84.2 | 83.7 | — | 2025-04-15 | 549 天 |
| 133 | GPT-4o (2024-08-06) | openai/gpt-4o-2024-08-06 | OpenAI | 84.2 | 83.7 | — | 2024-08-06 | 801 天 |
| 134 | Kimi K2 Thinking Turbo | moonshotai/kimi-k2-thinking-turbo | Moonshot AI | 84.1 | 92.3 | 73.0 | 2025-11-06 | 344 天 |
| 135 | Mistral Small 3.1 24B | mistral/mistral-small-3-1-24b-instruct-2503 | Mistral | 83.8 | 83.3 | — | 2025-03-17 | 578 天 |
| 136 | MiniMax-M2.5 | minimax/MiniMax-M2.5 | MiniMax | 83.7 | 88.7 | 76.5 | 2026-02-12 | 246 天 |
| 137 | Llama-3.3-70B-Instruct | meta/llama-3.3-70b-instruct | Meta | 83.7 | 83.2 | — | 2024-12-06 | 679 天 |
| 138 | Claude Haiku 4.5 | anthropic/claude-haiku-4-5-20251001 | Anthropic | 83.6 | 91.1 | 73.4 | 2025-10-15 | 366 天 |
| 139 | Gemini 2.5 Pro | google/gemini-2.5-pro | Google | 83.3 | 95.1 | 67.7 | 2025-06-17 | 486 天 |
| 140 | Mistral Large 2407 | mistral/mistral-large-2407 | Mistral | 83.1 | 82.6 | — | 2024-11-19 | 696 天 |
| 141 | Mistral Large 2.1 | mistral/mistral-large-2411 | Mistral | 83.1 | 82.6 | — | 2024-11-18 | 697 天 |
| 142 | Mistral Medium 3.5 | mistral/mistral-medium-3-5 | Mistral | 82.9 | 92.7 | 69.8 | 2026-04-30 | 169 天 |
| 143 | Mistral Medium 3.5 | mistral/mistral-medium-2604 | Mistral | 82.9 | 92.7 | 69.8 | 2026-04-29 | 170 天 |
| 144 | Llama-3.1-70B-Instruct | meta/llama-3.1-70b-instruct | Meta | 82.8 | 82.3 | — | 2024-07-23 | 815 天 |
| 145 | Gemini 3.1 Flash Lite Preview | google/gemini-3.1-flash-lite-preview | Google | 82.5 | 92.4 | 69.4 | 2026-03-03 | 227 天 |
| 146 | Claude Haiku 3.5 | anthropic/claude-3-5-haiku-20241022 | Anthropic | 82.4 | 81.9 | — | 2024-10-22 | 724 天 |
| 147 | Mistral Large 3 | mistral/mistral-large-2512 | Mistral | 82.3 | 93.2 | 67.9 | 2025-12-02 | 318 天 |
| 148 | Grok 4.1 Fast | xai/grok-4.1-fast | xAI | 81.9 | 91.9 | 68.6 | 2025-11-19 | 331 天 |
| 149 | Grok 4.1 Fast (Reasoning) | xai/grok-4.1-fast-reasoning | xAI | 81.9 | 91.9 | 68.6 | 2025-11-19 | 331 天 |
| 150 | Kimi K2.7 Code | moonshotai/kimi-k2.7-code | Moonshot AI | 81.9 | — | 81.4 | 2026-06-12 | 126 天 |
| 151 | Qwen3.5 35B-A3B | alibaba/qwen3.5-35b-a3b | Alibaba | 81.7 | 91.0 | 69.2 | 2026-02-23 | 235 天 |
| 152 | Qwen3.5 Flash | alibaba/qwen3.5-flash | Alibaba | 81.6 | 91.2 | 68.7 | 2026-02-23 | 235 天 |
| 153 | Mistral Small 3 | mistral/mistral-small-24b-instruct-2501 | Mistral | 81.0 | 80.5 | — | 2025-01-30 | 624 天 |
| 154 | Gemma 2 27B | google/gemma-2-27b-it | Google | 80.9 | 80.4 | — | 2024-07-13 | 825 天 |
| 155 | Qwen3-Coder 480B-A35B Instruct | alibaba/qwen3-coder-480b-a35b-instruct | Alibaba | 80.8 | 88.5 | 70.4 | 2025-04 | 563 天 |
| 156 | MiniMax-M2 | minimax/MiniMax-M2 | MiniMax | 80.8 | 87.4 | 71.6 | 2025-10-27 | 354 天 |
| 157 | Qwen2.5-Coder-32B-Instruct | alibaba/qwen2.5-coder-32b-instruct | Alibaba | 80.8 | 80.3 | — | 2024-11-12 | 703 天 |
| 158 | Command R+ | cohere/command-r-plus-08-2024 | Cohere | 80.7 | 80.2 | — | 2024-08-30 | 777 天 |
| 159 | Aya Expanse 32B | cohere/c4ai-aya-expanse-32b | Cohere | 80.4 | 79.9 | — | 2024-10-24 | 722 天 |
| 160 | X-Ai/Grok-4-Fast-Reasoning | xai/grok-4-fast-reasoning | xAI | 79.5 | 91.3 | 64.0 | 2025-12-18 | 302 天 |
| 161 | Trinity Large Thinking | arcee-ai/trinity-large-thinking | Arcee AI | 79.3 | 87.5 | 68.3 | 2026-04-01 | 198 天 |
| 162 | Claude Haiku 3 | anthropic/claude-3-haiku-20240307 | Anthropic | 78.5 | 78.0 | — | 2024-03-13 | 947 天 |
| 163 | Mercury 2 | inception/mercury-2 | Inception | 78.2 | 88.4 | 64.6 | 2026-03-04 | 226 天 |
| 164 | GPT-5.3 Codex | openai/gpt-5.3-codex | OpenAI | 78.1 | — | 77.6 | 2026-02-05 | 253 天 |
| 165 | Command R | cohere/command-r-08-2024 | Cohere | 78.0 | 77.5 | — | 2024-08-30 | 777 天 |
| 166 | Llama-3.1-8B-Instruct | meta/llama-3.1-8b-instruct | Meta | 77.9 | 77.4 | — | 2024-07-23 | 815 天 |
| 167 | Aya Expanse 8B | cohere/c4ai-aya-expanse-8b | Cohere | 77.8 | 77.3 | — | 2024-10-24 | 722 天 |
| 168 | Laguna M.1 | poolside/laguna-m.1 | Poolside | 75.0 | — | 74.5 | 2026-04-28 | 171 天 |
| 169 | GPT-5.2 Codex | openai/gpt-5.2-codex | OpenAI | 74.3 | — | 73.9 | 2025-12-11 | 309 天 |
| 170 | GPT-5.1 Codex | openai/gpt-5.1-codex | OpenAI | 74.2 | — | 73.8 | 2025-11-13 | 337 天 |
| 171 | GPT-5.1 Codex Max | openai/gpt-5.1-codex-max | OpenAI | 74.2 | — | 73.8 | 2025-11-13 | 337 天 |
| 172 | Laguna XS.2 | poolside/laguna-xs.2 | Poolside | 72.3 | — | 71.9 | 2026-04-28 | 171 天 |
| 173 | Llama 3.2 1B Instruct | meta/llama-3.2-1b-instruct | Meta | 69.2 | 68.8 | — | 2024-09-25 | 751 天 |
| 174 | GPT-5.1 Codex mini | openai/gpt-5.1-codex-mini | OpenAI | 69.1 | — | 68.7 | 2025-11-13 | 337 天 |
| 175 | Devstral 2 | mistral/devstral-2512 | Mistral | 66.4 | — | 66.0 | 2025-12-09 | 311 天 |
| 176 | x-AI/Grok-Code-Fast 1 | xai/grok-code-fast-1 | xAI | 64.8 | — | 64.4 | 2025-09-02 | 409 天 |
| 177 | Devstral Medium | mistral/devstral-medium-2507 | Mistral | 59.5 | — | 59.1 | 2025-07-10 | 463 天 |

## 智力

推理、知识与科学等综合智力表现

共 163 个模型

| 名次 | 模型 | 模型编号 | 实验室 | 综合 | 智力 | 编程 | 发布日期 | 已发布 |
| --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | Gemini 4 Argon | google/gemini-4-argon | Google | 97.3 | 100.0 | 92.6 | 2026-10-13 | 3 天 |
| 2 | Claude Opus 5.5 | anthropic/claude-opus-5-5 | Anthropic | 100.0 | 98.9 | 100.0 | 2026-09-22 | 24 天 |
| 3 | Claude Fable 5.1 | anthropic/claude-fable-5-1 | Anthropic | 98.1 | 98.6 | 96.2 | 2026-09-01 | 45 天 |
| 4 | Claude Opus 5 | anthropic/claude-opus-5 | Anthropic | 96.7 | 98.4 | 93.3 | 2026-07-24 | 84 天 |
| 5 | Muse Wonder | meta/muse-wonder-1.0 | Meta | 95.5 | 98.0 | 91.2 | 2026-10-12 | 4 天 |
| 6 | Claude Opus 4.6 | anthropic/claude-opus-4-6 | Anthropic | 92.9 | 98.0 | 85.4 | 2026-02-05 | 253 天 |
| 7 | Gemini 3.8 Flash | google/gemini-3.8-flash | Google | 93.7 | 97.8 | 87.5 | 2026-09-02 | 44 天 |
| 8 | MiMo-V2.6-Pro | xiaomi/mimo-v2.6-pro | Xiaomi | 94.5 | 97.3 | 89.7 | 2026-09-22 | 24 天 |
| 9 | Claude Fable 5 | anthropic/claude-fable-5 | Anthropic | 94.5 | 97.3 | 89.7 | 2026-06-09 | 129 天 |
| 10 | Muse Spark 1.3 | meta/muse-spark-1.3 | Meta | 95.3 | 97.2 | 91.6 | 2026-09-02 | 44 天 |
| 11 | Claude Opus 4.7 | anthropic/claude-opus-4-7 | Anthropic | 92.7 | 97.2 | 86.0 | 2026-04-16 | 183 天 |
| 12 | Gemini 3.7 Flash | google/gemini-3.7-flash | Google | 93.5 | 97.1 | 87.8 | 2026-08-13 | 64 天 |
| 13 | Qwen3.8 Max 0902 | alibaba/qwen3.8-max-0902 | Alibaba | 95.4 | 96.8 | 92.4 | 2026-09-02 | 44 天 |
| 14 | Muse Spark 1.2 | meta/muse-spark-1.2 | Meta | 91.9 | 96.8 | 84.7 | 2026-08-05 | 72 天 |
| 15 | Qwen3.8 Max | alibaba/qwen3.8-max | Alibaba | 95.4 | 96.8 | 92.3 | 2026-08-03 | 74 天 |
| 16 | Gemini 3.5 Flash | google/gemini-3.5-flash | Google | 91.0 | 96.7 | 82.8 | 2026-05-19 | 150 天 |
| 17 | Gemini 3.1 Pro Preview | google/gemini-3.1-pro-preview | Google | 89.6 | 96.6 | 79.9 | 2026-02-19 | 239 天 |
| 18 | Gemini 3.6 Flash | google/gemini-3.6-flash | Google | 91.8 | 96.5 | 84.9 | 2026-07-21 | 87 天 |
| 19 | Muse Spark 1.1 | meta/muse-spark-1.1 | Meta | 92.0 | 96.5 | 85.2 | 2026-04-08 | 191 天 |
| 20 | Gemini 3 Pro Preview | google/gemini-3-pro-preview | Google | 89.4 | 96.5 | 79.5 | 2025-11-18 | 332 天 |
| 21 | Kimi K3 | moonshotai/kimi-k3 | Moonshot AI | 94.6 | 96.2 | 91.4 | 2026-07-16 | 92 天 |
| 22 | Claude Sonnet 5.5 | anthropic/claude-sonnet-5-5 | Anthropic | 97.4 | 96.0 | 97.9 | 2026-09-28 | 18 天 |
| 23 | GLM-5.3-Flash | zhipuai/glm-5.3-flash | Zhipu AI | 93.3 | 96.0 | 88.7 | 2026-08-26 | 51 天 |
| 24 | GLM-5.3 | zhipuai/glm-5.3 | Zhipu AI | 93.6 | 96.0 | 89.5 | 2026-08-14 | 63 天 |
| 25 | GLM-5.2 | zhipuai/glm-5.2 | Zhipu AI | 93.2 | 96.0 | 88.6 | 2026-06-13 | 125 天 |
| 26 | GPT-5.5 | openai/gpt-5.5 | OpenAI | 90.9 | 96.0 | 83.5 | 2026-04-23 | 176 天 |
| 27 | GPT-5.4 | openai/gpt-5.4 | OpenAI | 89.6 | 95.9 | 80.8 | 2026-03-05 | 225 天 |
| 28 | MiMo-V2.5-Pro | xiaomi/mimo-v2.5-pro | Xiaomi | 89.9 | 95.6 | 81.7 | 2026-04-22 | 177 天 |
| 29 | DeepSeek V4.1 Flash | deepseek/deepseek-v4.1-flash | DeepSeek | 93.3 | 95.5 | 89.4 | 2026-09-10 | 36 天 |
| 30 | GLM-5.1 | zhipuai/glm-5.1 | Zhipu AI | 90.5 | 95.4 | 83.3 | 2026-04-07 | 192 天 |
| 31 | Claude Opus 4.8 | anthropic/claude-opus-4-8 | Anthropic | 91.6 | 95.3 | 85.9 | 2026-05-28 | 141 天 |
| 32 | GPT-5.6 Sol | openai/gpt-5.6-sol | OpenAI | 93.1 | 95.1 | 89.3 | 2026-07-09 | 99 天 |
| 33 | Claude Sonnet 4.6 | anthropic/claude-sonnet-4-6 | Anthropic | 90.7 | 95.1 | 84.1 | 2026-02-17 | 241 天 |
| 34 | Gemini 2.5 Pro | google/gemini-2.5-pro | Google | 83.3 | 95.1 | 67.7 | 2025-06-17 | 486 天 |
| 35 | MiMo-V2.6-Flash | xiaomi/mimo-v2.6-flash | Xiaomi | 93.5 | 95.0 | 90.3 | 2026-09-22 | 24 天 |
| 36 | Kimi K2.6 | moonshotai/kimi-k2.6 | Moonshot AI | 90.3 | 95.0 | 83.3 | 2026-04-21 | 178 天 |
| 37 | Qwen3.7 Plus | alibaba/qwen3.7-plus | Alibaba | 95.5 | 94.9 | — | 2026-06-02 | 136 天 |
| 38 | DeepSeek V4 Pro | deepseek/deepseek-v4-pro | DeepSeek | 88.6 | 94.7 | 79.9 | 2026-04-24 | 175 天 |
| 39 | Claude Opus 4.5 | anthropic/claude-opus-4-5-20251101 | Anthropic | 89.1 | 94.7 | 81.1 | 2025-11-01 | 349 天 |
| 40 | GPT-6.1 Sol | openai/gpt-6.1-sol | OpenAI | 96.3 | 94.5 | 97.2 | 2026-09-29 | 17 天 |
| 41 | GPT-5.6 Terra | openai/gpt-5.6-terra | OpenAI | 90.3 | 94.5 | 84.0 | 2026-07-09 | 99 天 |
| 42 | Grok 4.5 | xai/grok-4.5 | xAI | 91.1 | 94.5 | 85.7 | 2026-07-08 | 100 天 |
| 43 | Qwen3.6 Max Preview | alibaba/qwen3.6-max-preview | Alibaba | 89.3 | 94.4 | 81.8 | 2026-04-20 | 179 天 |
| 44 | GLM-5 | zhipuai/glm-5 | Zhipu AI | 88.1 | 94.4 | 79.2 | 2026-02-12 | 246 天 |
| 45 | Kimi K2.5 | moonshotai/kimi-k2.5 | Moonshot AI | 88.1 | 94.3 | 79.3 | 2026-01 | 288 天 |
| 46 | GPT-5.1 | openai/gpt-5.1 | OpenAI | 87.0 | 94.2 | 77.0 | 2025-11-13 | 337 天 |
| 47 | GPT-6 Astra | openai/gpt-6-astra | OpenAI | 96.6 | 94.1 | 98.3 | 2026-09-04 | 42 天 |
| 48 | Step 5 Preview | stepfun/step-5-preview | StepFun | 91.1 | 94.1 | 86.3 | 2026-09-16 | 30 天 |
| 49 | Inkling | thinkingmachines/inkling | Thinking Machines | 87.4 | 94.1 | 78.0 | 2026-07-15 | 93 天 |
| 50 | Claude Sonnet 5 | anthropic/claude-sonnet-5 | Anthropic | 90.6 | 94.1 | 85.0 | 2026-06-30 | 108 天 |
| 51 | Qwen3.8 27B | alibaba/qwen3.8-27b | Alibaba | 91.9 | 94.0 | 88.0 | 2026-08-14 | 63 天 |
| 52 | GLM-4.6 | zhipuai/glm-4.6 | Zhipu AI | 85.5 | 94.0 | 74.0 | 2025-09-30 | 381 天 |
| 53 | Qwen3 Max Preview | alibaba/qwen3-max-preview | Alibaba | 94.5 | 93.9 | — | 2025-09-05 | 406 天 |
| 54 | Claude Sonnet 4.5 | anthropic/claude-sonnet-4-5-20250929 | Anthropic | 86.6 | 93.9 | 76.5 | 2025-09-29 | 382 天 |
| 55 | Hy3 | tencent/hy3 | Tencent | 89.6 | 93.8 | 83.2 | 2026-07-06 | 102 天 |
| 56 | GLM-5V-Turbo | zhipuai/glm-5v-turbo | Zhipu AI | 86.9 | 93.8 | 77.4 | 2026-04-01 | 198 天 |
| 57 | Qwen3.5 397B-A17B | alibaba/qwen3.5-397b-a17b | Alibaba | 86.9 | 93.8 | 77.3 | 2026-02-15 | 243 天 |
| 58 | Qwen3.6 Plus | alibaba/qwen3.6-plus | Alibaba | 88.4 | 93.7 | 80.7 | 2026-04-02 | 197 天 |
| 59 | MiMo-V2-Pro | xiaomi/mimo-v2-pro | Xiaomi | 87.7 | 93.7 | 79.1 | 2026-03-18 | 212 天 |
| 60 | GLM-4.7 | zhipuai/glm-4.7 | Zhipu AI | 87.7 | 93.7 | 79.2 | 2025-12-22 | 298 天 |
| 61 | Gemini 3.5 Flash Lite | google/gemini-3.5-flash-lite | Google | 87.8 | 93.6 | 79.5 | 2026-07-21 | 87 天 |
| 62 | MiniMax-M3 | minimax/MiniMax-M3 | MiniMax | 88.8 | 93.5 | 81.8 | 2026-06-01 | 137 天 |
| 63 | GPT-5.6 Luna | openai/gpt-5.6-luna | OpenAI | 89.6 | 93.4 | 83.8 | 2026-07-09 | 99 天 |
| 64 | DeepSeek V4 Flash | deepseek/deepseek-v4-flash | DeepSeek | 91.2 | 93.4 | 87.3 | 2026-04-24 | 175 天 |
| 65 | GLM-4.5 | zhipuai/glm-4.5 | Zhipu AI | 93.9 | 93.3 | — | 2025-07-28 | 445 天 |
| 66 | Mistral Large 4 | mistral/mistral-large-4 | Mistral | 90.2 | 93.3 | 85.2 | 2026-10-06 | 10 天 |
| 67 | DeepSeek R1 0528 | deepseek/deepseek-r1-0528 | DeepSeek | 93.8 | 93.2 | — | 2025-05-28 | 506 天 |
| 68 | Grok 4.6 | xai/grok-4.6 | xAI | 92.0 | 93.2 | 89.3 | 2026-08-12 | 65 天 |
| 69 | MiMo-V2.5 | xiaomi/mimo-v2.5 | Xiaomi | 87.5 | 93.2 | 79.4 | 2026-04-22 | 177 天 |
| 70 | Mistral Large 3 | mistral/mistral-large-2512 | Mistral | 82.3 | 93.2 | 67.9 | 2025-12-02 | 318 天 |
| 71 | DeepSeek V3.2 | deepseek/deepseek-v3.2 | DeepSeek | 85.5 | 93.0 | 75.2 | 2025-12-01 | 319 天 |
| 72 | MiMo-V2-Omni | xiaomi/mimo-v2-omni | Xiaomi | 93.5 | 92.9 | — | 2026-03-18 | 212 天 |
| 73 | Qwen3 VL 235B A22B Instruct | alibaba/qwen3-vl-235b-a22b-instruct | Alibaba | 93.3 | 92.7 | — | 2025-09-23 | 388 天 |
| 74 | Mistral Medium 3.5 | mistral/mistral-medium-3-5 | Mistral | 82.9 | 92.7 | 69.8 | 2026-04-30 | 169 天 |
| 75 | Mistral Medium 3.5 | mistral/mistral-medium-2604 | Mistral | 82.9 | 92.7 | 69.8 | 2026-04-29 | 170 天 |
| 76 | GPT-5.5 Instant | openai/gpt-5.5-instant | OpenAI | 93.2 | 92.6 | — | 2026-05-05 | 164 天 |
| 77 | DeepSeek V3.1 | deepseek/deepseek-chat-v3.1 | DeepSeek | 93.2 | 92.6 | — | 2025-08-21 | 421 天 |
| 78 | DeepSeek-V3.1 | deepseek/deepseek-v3.1 | DeepSeek | 93.2 | 92.6 | — | 2025-08-21 | 421 天 |
| 79 | Qwen3 235B-A22B Instruct 2507 | alibaba/qwen3-235b-a22b-instruct-2507 | Alibaba | 93.2 | 92.6 | — | 2025-07-21 | 452 天 |
| 80 | Claude Opus 4.1 | anthropic/claude-opus-4-1-20250805 | Anthropic | 86.0 | 92.6 | 76.7 | 2025-08-05 | 437 天 |
| 81 | Qwen3-Next 80B-A3B Instruct | alibaba/qwen3-next-80b-a3b-instruct | Alibaba | 93.1 | 92.5 | — | 2025-09 | 410 天 |
| 82 | Gemini 2.5 Flash | google/gemini-2.5-flash | Google | 93.1 | 92.5 | — | 2025-06-17 | 486 天 |
| 83 | Qwen3.5 122B-A10B | alibaba/qwen3.5-122b-a10b | Alibaba | 85.2 | 92.5 | 75.1 | 2026-02-23 | 235 天 |
| 84 | Gemini 3.1 Flash Lite Preview | google/gemini-3.1-flash-lite-preview | Google | 82.5 | 92.4 | 69.4 | 2026-03-03 | 227 天 |
| 85 | GPT-5.2 | openai/gpt-5.2 | OpenAI | 86.5 | 92.4 | 78.2 | 2025-12-11 | 309 天 |
| 86 | Kimi K2 Thinking Turbo | moonshotai/kimi-k2-thinking-turbo | Moonshot AI | 84.1 | 92.3 | 73.0 | 2025-11-06 | 344 天 |
| 87 | Inkling Small | thinkingmachines/inkling-small | Thinking Machines | 86.2 | 92.2 | 77.8 | 2026-07-30 | 78 天 |
| 88 | GPT-5.4 mini | openai/gpt-5.4-mini | OpenAI | 85.9 | 92.1 | 77.2 | 2026-03-17 | 213 天 |
| 89 | MiMo-V2-Flash | xiaomi/mimo-v2-flash | Xiaomi | 84.2 | 92.1 | 73.4 | 2025-12-16 | 304 天 |
| 90 | Qwen3.5 27B | alibaba/qwen3.5-27b | Alibaba | 84.8 | 91.9 | 75.0 | 2026-02-23 | 235 天 |
| 91 | Grok 4.1 Fast | xai/grok-4.1-fast | xAI | 81.9 | 91.9 | 68.6 | 2025-11-19 | 331 天 |
| 92 | Grok 4.1 Fast (Reasoning) | xai/grok-4.1-fast-reasoning | xAI | 81.9 | 91.9 | 68.6 | 2025-11-19 | 331 天 |
| 93 | GPT-5 | openai/gpt-5 | OpenAI | 86.2 | 91.8 | 78.2 | 2025-08-07 | 435 天 |
| 94 | MiniMax-M2.7 | minimax/MiniMax-M2.7 | MiniMax | 85.7 | 91.7 | 77.2 | 2026-03-18 | 212 天 |
| 95 | Step 3.5 Flash | stepfun/step-3.5-flash | StepFun | 92.1 | 91.5 | — | 2026-01-29 | 260 天 |
| 96 | Qwen3 VL 235B A22B Thinking | alibaba/qwen3-vl-235b-a22b-thinking | Alibaba | 92.0 | 91.4 | — | 2025-09-23 | 388 天 |
| 97 | Grok 4.7 | xai/grok-4.7 | xAI | 91.6 | 91.4 | 90.6 | 2026-09-21 | 25 天 |
| 98 | X-Ai/Grok-4-Fast-Reasoning | xai/grok-4-fast-reasoning | xAI | 79.5 | 91.3 | 64.0 | 2025-12-18 | 302 天 |
| 99 | GPT-6 Sol | openai/gpt-6-sol | OpenAI | 92.6 | 91.2 | 93.1 | 2026-09-22 | 24 天 |
| 100 | Grok 4.3 | xai/grok-4.3 | xAI | 84.4 | 91.2 | 74.9 | 2026-04-17 | 182 天 |
| 101 | Qwen3.5 Flash | alibaba/qwen3.5-flash | Alibaba | 81.6 | 91.2 | 68.7 | 2026-02-23 | 235 天 |
| 102 | Claude Haiku 4.5 | anthropic/claude-haiku-4-5-20251001 | Anthropic | 83.6 | 91.1 | 73.4 | 2025-10-15 | 366 天 |
| 103 | Qwen3.5 35B-A3B | alibaba/qwen3.5-35b-a3b | Alibaba | 81.7 | 91.0 | 69.2 | 2026-02-23 | 235 天 |
| 104 | GPT-6 Luna | openai/gpt-6-luna | OpenAI | 89.8 | 90.8 | 87.3 | 2026-09-22 | 24 天 |
| 105 | GPT-5.3 Chat (latest) | openai/gpt-5.3-chat-latest | OpenAI | 91.2 | 90.6 | — | 2026-03-03 | 227 天 |
| 106 | Solar Pro 4 | upstage/solar-pro4 | Upstage | 84.4 | 90.5 | 75.7 | 2026-08-06 | 71 天 |
| 107 | GLM-4.5-Air | zhipuai/glm-4.5-air | Zhipu AI | 90.8 | 90.3 | — | 2025-07-28 | 445 天 |
| 108 | GLM-4.6V | zhipuai/glm-4.6v | Zhipu AI | 90.3 | 89.8 | — | 2025-12-08 | 312 天 |
| 109 | DeepSeek V3 0324 | deepseek/deepseek-chat-v3-0324 | DeepSeek | 90.2 | 89.7 | — | 2025-03-24 | 571 天 |
| 110 | DeepSeek V3 0324 | deepseek/deepseek-v3-0324 | DeepSeek | 90.2 | 89.7 | — | 2025-03-24 | 571 天 |
| 111 | GPT-5 Mini | openai/gpt-5-mini | OpenAI | 90.1 | 89.6 | — | 2025-08-07 | 435 天 |
| 112 | DeepSeek-R1 | deepseek/deepseek-r1 | DeepSeek | 90.1 | 89.6 | — | 2025-01-20 | 634 天 |
| 113 | GPT-5.4 nano | openai/gpt-5.4-nano | OpenAI | 90.0 | 89.5 | — | 2026-03-17 | 213 天 |
| 114 | Mistral Medium 3 | mistral/mistral-medium-2505 | Mistral | 89.9 | 89.4 | — | 2025-05-07 | 527 天 |
| 115 | Qwen3-Next 80B-A3B (Thinking) | alibaba/qwen3-next-80b-a3b-thinking | Alibaba | 89.8 | 89.3 | — | 2025-09 | 410 天 |
| 116 | Qwen3 235B-A22B | alibaba/qwen3-235b-a22b | Alibaba | 89.7 | 89.2 | — | 2025-04 | 563 天 |
| 117 | GPT OSS 120B | openai/gpt-oss-120b | OpenAI | 89.6 | 89.1 | — | 2025-08-05 | 437 天 |
| 118 | Claude Opus 4 | anthropic/claude-opus-4-20250514 | Anthropic | 89.6 | 89.1 | — | 2025-05-22 | 512 天 |
| 119 | Nova 2 Lite | amazon/nova-2-lite | Amazon | 89.4 | 88.9 | — | 2025-12-02 | 318 天 |
| 120 | Nova 2 Lite | amazon/nova-2-lite-v1 | Amazon | 89.4 | 88.9 | — | 2025-12-02 | 318 天 |
| 121 | MiniMax-M2.5 | minimax/MiniMax-M2.5 | MiniMax | 83.7 | 88.7 | 76.5 | 2026-02-12 | 246 天 |
| 122 | Gemma 3 27B IT | google/gemma-3-27b-it | Google | 89.1 | 88.6 | — | 2025-03-12 | 583 天 |
| 123 | Qwen3-Coder 480B-A35B Instruct | alibaba/qwen3-coder-480b-a35b-instruct | Alibaba | 80.8 | 88.5 | 70.4 | 2025-04 | 563 天 |
| 124 | Mercury 2 | inception/mercury-2 | Inception | 78.2 | 88.4 | 64.6 | 2026-03-04 | 226 天 |
| 125 | GLM-4.7-Flash | zhipuai/glm-4.7-flash | Zhipu AI | 88.6 | 88.1 | — | 2026-01-19 | 270 天 |
| 126 | Qwen3 32B | alibaba/qwen3-32b | Alibaba | 88.0 | 87.5 | — | 2025-04 | 563 天 |
| 127 | Trinity Large Thinking | arcee-ai/trinity-large-thinking | Arcee AI | 79.3 | 87.5 | 68.3 | 2026-04-01 | 198 天 |
| 128 | Trinity Large Preview | arcee-ai/trinity-large-preview | Arcee AI | 87.9 | 87.4 | — | 2026-01-27 | 262 天 |
| 129 | Claude Sonnet 4 | anthropic/claude-sonnet-4-20250514 | Anthropic | 87.9 | 87.4 | — | 2025-05-22 | 512 天 |
| 130 | MiniMax-M2 | minimax/MiniMax-M2 | MiniMax | 80.8 | 87.4 | 71.6 | 2025-10-27 | 354 天 |
| 131 | Mistral Small 3.2 | mistral/mistral-small-2506 | Mistral | 87.8 | 87.3 | — | 2025-06-20 | 483 天 |
| 132 | o3-mini | openai/o3-mini | OpenAI | 87.7 | 87.2 | — | 2024-12-20 | 665 天 |
| 133 | Gemma 3 12B IT | google/gemma-3-12b-it | Google | 87.6 | 87.1 | — | 2025-03-12 | 583 天 |
| 134 | GLM-4.5V | zhipuai/glm-4.5v | Zhipu AI | 87.5 | 87.0 | — | 2025-08-11 | 431 天 |
| 135 | DeepSeek-V3 | deepseek/deepseek-v3 | DeepSeek | 87.5 | 87.0 | — | 2024-12-26 | 659 天 |
| 136 | Command A | cohere/command-a-03-2025 | Cohere | 87.4 | 86.9 | — | 2025-03-13 | 582 天 |
| 137 | QwQ 32B | alibaba/qwq-32b | Alibaba | 87.2 | 86.7 | — | 2025-03-05 | 590 天 |
| 138 | Granite 4.2 8B | ibm/granite-4.2-8b | IBM | 86.6 | 86.1 | — | 2026-08-31 | 46 天 |
| 139 | GPT-5 Nano | openai/gpt-5-nano | OpenAI | 86.6 | 86.1 | — | 2025-08-07 | 435 天 |
| 140 | Qwen3 30B A3B | alibaba/qwen3-30b-a3b | Alibaba | 86.4 | 85.9 | — | 2025-04-28 | 536 天 |
| 141 | GPT-4o (2024-05-13) | openai/gpt-4o-2024-05-13 | OpenAI | 85.4 | 84.9 | — | 2024-05-13 | 886 天 |
| 142 | Claude Sonnet 3.7 | anthropic/claude-3-7-sonnet-20250219 | Anthropic | 85.3 | 84.8 | — | 2025-02-19 | 604 天 |
| 143 | Claude Sonnet 3.5 v2 | anthropic/claude-3-5-sonnet-20241022 | Anthropic | 85.2 | 84.7 | — | 2024-10-22 | 724 天 |
| 144 | Gemma 3 4B IT | google/gemma-3-4b-it | Google | 84.7 | 84.2 | — | 2025-03-12 | 583 天 |
| 145 | GPT OSS 20B | openai/gpt-oss-20b | OpenAI | 84.5 | 84.0 | — | 2025-08-05 | 437 天 |
| 146 | Llama 3.1 Nemotron 70B Instruct | nvidia/llama-3.1-nemotron-70b-instruct | NVIDIA | 84.2 | 83.7 | — | 2025-04-15 | 549 天 |
| 147 | GPT-4o (2024-08-06) | openai/gpt-4o-2024-08-06 | OpenAI | 84.2 | 83.7 | — | 2024-08-06 | 801 天 |
| 148 | Mistral Small 3.1 24B | mistral/mistral-small-3-1-24b-instruct-2503 | Mistral | 83.8 | 83.3 | — | 2025-03-17 | 578 天 |
| 149 | Llama-3.3-70B-Instruct | meta/llama-3.3-70b-instruct | Meta | 83.7 | 83.2 | — | 2024-12-06 | 679 天 |
| 150 | Mistral Large 2407 | mistral/mistral-large-2407 | Mistral | 83.1 | 82.6 | — | 2024-11-19 | 696 天 |
| 151 | Mistral Large 2.1 | mistral/mistral-large-2411 | Mistral | 83.1 | 82.6 | — | 2024-11-18 | 697 天 |
| 152 | Llama-3.1-70B-Instruct | meta/llama-3.1-70b-instruct | Meta | 82.8 | 82.3 | — | 2024-07-23 | 815 天 |
| 153 | Claude Haiku 3.5 | anthropic/claude-3-5-haiku-20241022 | Anthropic | 82.4 | 81.9 | — | 2024-10-22 | 724 天 |
| 154 | Mistral Small 3 | mistral/mistral-small-24b-instruct-2501 | Mistral | 81.0 | 80.5 | — | 2025-01-30 | 624 天 |
| 155 | Gemma 2 27B | google/gemma-2-27b-it | Google | 80.9 | 80.4 | — | 2024-07-13 | 825 天 |
| 156 | Qwen2.5-Coder-32B-Instruct | alibaba/qwen2.5-coder-32b-instruct | Alibaba | 80.8 | 80.3 | — | 2024-11-12 | 703 天 |
| 157 | Command R+ | cohere/command-r-plus-08-2024 | Cohere | 80.7 | 80.2 | — | 2024-08-30 | 777 天 |
| 158 | Aya Expanse 32B | cohere/c4ai-aya-expanse-32b | Cohere | 80.4 | 79.9 | — | 2024-10-24 | 722 天 |
| 159 | Claude Haiku 3 | anthropic/claude-3-haiku-20240307 | Anthropic | 78.5 | 78.0 | — | 2024-03-13 | 947 天 |
| 160 | Command R | cohere/command-r-08-2024 | Cohere | 78.0 | 77.5 | — | 2024-08-30 | 777 天 |
| 161 | Llama-3.1-8B-Instruct | meta/llama-3.1-8b-instruct | Meta | 77.9 | 77.4 | — | 2024-07-23 | 815 天 |
| 162 | Aya Expanse 8B | cohere/c4ai-aya-expanse-8b | Cohere | 77.8 | 77.3 | — | 2024-10-24 | 722 天 |
| 163 | Llama 3.2 1B Instruct | meta/llama-3.2-1b-instruct | Meta | 69.2 | 68.8 | — | 2024-09-25 | 751 天 |

## 编程

写代码、改仓库与编程智能体相关表现

共 110 个模型

| 名次 | 模型 | 模型编号 | 实验室 | 综合 | 智力 | 编程 | 发布日期 | 已发布 |
| --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | Claude Opus 5.5 | anthropic/claude-opus-5-5 | Anthropic | 100.0 | 98.9 | 100.0 | 2026-09-22 | 24 天 |
| 2 | GPT-6 Astra | openai/gpt-6-astra | OpenAI | 96.6 | 94.1 | 98.3 | 2026-09-04 | 42 天 |
| 3 | Claude Sonnet 5.5 | anthropic/claude-sonnet-5-5 | Anthropic | 97.4 | 96.0 | 97.9 | 2026-09-28 | 18 天 |
| 4 | GPT-6.1 Sol | openai/gpt-6.1-sol | OpenAI | 96.3 | 94.5 | 97.2 | 2026-09-29 | 17 天 |
| 5 | Claude Fable 5.1 | anthropic/claude-fable-5-1 | Anthropic | 98.1 | 98.6 | 96.2 | 2026-09-01 | 45 天 |
| 6 | Claude Opus 5 | anthropic/claude-opus-5 | Anthropic | 96.7 | 98.4 | 93.3 | 2026-07-24 | 84 天 |
| 7 | GPT-6 Sol | openai/gpt-6-sol | OpenAI | 92.6 | 91.2 | 93.1 | 2026-09-22 | 24 天 |
| 8 | Gemini 4 Argon | google/gemini-4-argon | Google | 97.3 | 100.0 | 92.6 | 2026-10-13 | 3 天 |
| 9 | Qwen3.8 Max 0902 | alibaba/qwen3.8-max-0902 | Alibaba | 95.4 | 96.8 | 92.4 | 2026-09-02 | 44 天 |
| 10 | Qwen3.8 Max | alibaba/qwen3.8-max | Alibaba | 95.4 | 96.8 | 92.3 | 2026-08-03 | 74 天 |
| 11 | Muse Spark 1.3 | meta/muse-spark-1.3 | Meta | 95.3 | 97.2 | 91.6 | 2026-09-02 | 44 天 |
| 12 | Kimi K3 | moonshotai/kimi-k3 | Moonshot AI | 94.6 | 96.2 | 91.4 | 2026-07-16 | 92 天 |
| 13 | Muse Wonder | meta/muse-wonder-1.0 | Meta | 95.5 | 98.0 | 91.2 | 2026-10-12 | 4 天 |
| 14 | Grok 4.7 | xai/grok-4.7 | xAI | 91.6 | 91.4 | 90.6 | 2026-09-21 | 25 天 |
| 15 | MiMo-V2.6-Flash | xiaomi/mimo-v2.6-flash | Xiaomi | 93.5 | 95.0 | 90.3 | 2026-09-22 | 24 天 |
| 16 | Qwen3.8 Flash Next | alibaba/qwen3.8-flash-next | Alibaba | 90.7 | — | 90.2 | 2026-08-27 | 50 天 |
| 17 | Hy4 preview | tencent/hy4-preview | Tencent | 90.6 | — | 90.1 | 2026-08-28 | 49 天 |
| 18 | MiMo-V2.6-Pro | xiaomi/mimo-v2.6-pro | Xiaomi | 94.5 | 97.3 | 89.7 | 2026-09-22 | 24 天 |
| 19 | Claude Fable 5 | anthropic/claude-fable-5 | Anthropic | 94.5 | 97.3 | 89.7 | 2026-06-09 | 129 天 |
| 20 | GLM-5.3 | zhipuai/glm-5.3 | Zhipu AI | 93.6 | 96.0 | 89.5 | 2026-08-14 | 63 天 |
| 21 | DeepSeek V4.1 Flash | deepseek/deepseek-v4.1-flash | DeepSeek | 93.3 | 95.5 | 89.4 | 2026-09-10 | 36 天 |
| 22 | GPT-5.6 Sol | openai/gpt-5.6-sol | OpenAI | 93.1 | 95.1 | 89.3 | 2026-07-09 | 99 天 |
| 23 | Grok 4.6 | xai/grok-4.6 | xAI | 92.0 | 93.2 | 89.3 | 2026-08-12 | 65 天 |
| 24 | GLM-5.3-Flash | zhipuai/glm-5.3-flash | Zhipu AI | 93.3 | 96.0 | 88.7 | 2026-08-26 | 51 天 |
| 25 | GLM-5.2 | zhipuai/glm-5.2 | Zhipu AI | 93.2 | 96.0 | 88.6 | 2026-06-13 | 125 天 |
| 26 | Qwen3.8 27B | alibaba/qwen3.8-27b | Alibaba | 91.9 | 94.0 | 88.0 | 2026-08-14 | 63 天 |
| 27 | Gemini 3.7 Flash | google/gemini-3.7-flash | Google | 93.5 | 97.1 | 87.8 | 2026-08-13 | 64 天 |
| 28 | Gemini 3.8 Flash | google/gemini-3.8-flash | Google | 93.7 | 97.8 | 87.5 | 2026-09-02 | 44 天 |
| 29 | Claude Haiku 5.5 | anthropic/claude-haiku-5-5 | Anthropic | 88.0 | — | 87.5 | 2026-10-07 | 9 天 |
| 30 | DeepSeek V4 Flash | deepseek/deepseek-v4-flash | DeepSeek | 91.2 | 93.4 | 87.3 | 2026-04-24 | 175 天 |
| 31 | GPT-6 Luna | openai/gpt-6-luna | OpenAI | 89.8 | 90.8 | 87.3 | 2026-09-22 | 24 天 |
| 32 | Step 5 Preview | stepfun/step-5-preview | StepFun | 91.1 | 94.1 | 86.3 | 2026-09-16 | 30 天 |
| 33 | Claude Opus 4.7 | anthropic/claude-opus-4-7 | Anthropic | 92.7 | 97.2 | 86.0 | 2026-04-16 | 183 天 |
| 34 | Claude Opus 4.8 | anthropic/claude-opus-4-8 | Anthropic | 91.6 | 95.3 | 85.9 | 2026-05-28 | 141 天 |
| 35 | Grok 4.5 | xai/grok-4.5 | xAI | 91.1 | 94.5 | 85.7 | 2026-07-08 | 100 天 |
| 36 | Claude Opus 4.6 | anthropic/claude-opus-4-6 | Anthropic | 92.9 | 98.0 | 85.4 | 2026-02-05 | 253 天 |
| 37 | Muse Spark 1.1 | meta/muse-spark-1.1 | Meta | 92.0 | 96.5 | 85.2 | 2026-04-08 | 191 天 |
| 38 | Mistral Large 4 | mistral/mistral-large-4 | Mistral | 90.2 | 93.3 | 85.2 | 2026-10-06 | 10 天 |
| 39 | Claude Sonnet 5 | anthropic/claude-sonnet-5 | Anthropic | 90.6 | 94.1 | 85.0 | 2026-06-30 | 108 天 |
| 40 | Gemini 3.6 Flash | google/gemini-3.6-flash | Google | 91.8 | 96.5 | 84.9 | 2026-07-21 | 87 天 |
| 41 | Muse Spark 1.2 | meta/muse-spark-1.2 | Meta | 91.9 | 96.8 | 84.7 | 2026-08-05 | 72 天 |
| 42 | Claude Sonnet 4.6 | anthropic/claude-sonnet-4-6 | Anthropic | 90.7 | 95.1 | 84.1 | 2026-02-17 | 241 天 |
| 43 | GPT-5.6 Terra | openai/gpt-5.6-terra | OpenAI | 90.3 | 94.5 | 84.0 | 2026-07-09 | 99 天 |
| 44 | GPT-5.6 Luna | openai/gpt-5.6-luna | OpenAI | 89.6 | 93.4 | 83.8 | 2026-07-09 | 99 天 |
| 45 | GPT-5.5 | openai/gpt-5.5 | OpenAI | 90.9 | 96.0 | 83.5 | 2026-04-23 | 176 天 |
| 46 | GLM-5.1 | zhipuai/glm-5.1 | Zhipu AI | 90.5 | 95.4 | 83.3 | 2026-04-07 | 192 天 |
| 47 | Kimi K2.6 | moonshotai/kimi-k2.6 | Moonshot AI | 90.3 | 95.0 | 83.3 | 2026-04-21 | 178 天 |
| 48 | Hy3 | tencent/hy3 | Tencent | 89.6 | 93.8 | 83.2 | 2026-07-06 | 102 天 |
| 49 | Gemini 3.5 Flash | google/gemini-3.5-flash | Google | 91.0 | 96.7 | 82.8 | 2026-05-19 | 150 天 |
| 50 | Qwen3.6 Max Preview | alibaba/qwen3.6-max-preview | Alibaba | 89.3 | 94.4 | 81.8 | 2026-04-20 | 179 天 |
| 51 | MiniMax-M3 | minimax/MiniMax-M3 | MiniMax | 88.8 | 93.5 | 81.8 | 2026-06-01 | 137 天 |
| 52 | MiMo-V2.5-Pro | xiaomi/mimo-v2.5-pro | Xiaomi | 89.9 | 95.6 | 81.7 | 2026-04-22 | 177 天 |
| 53 | Kimi K2.7 Code | moonshotai/kimi-k2.7-code | Moonshot AI | 81.9 | — | 81.4 | 2026-06-12 | 126 天 |
| 54 | Claude Opus 4.5 | anthropic/claude-opus-4-5-20251101 | Anthropic | 89.1 | 94.7 | 81.1 | 2025-11-01 | 349 天 |
| 55 | GPT-5.4 | openai/gpt-5.4 | OpenAI | 89.6 | 95.9 | 80.8 | 2026-03-05 | 225 天 |
| 56 | Qwen3.6 Plus | alibaba/qwen3.6-plus | Alibaba | 88.4 | 93.7 | 80.7 | 2026-04-02 | 197 天 |
| 57 | Gemini 3.1 Pro Preview | google/gemini-3.1-pro-preview | Google | 89.6 | 96.6 | 79.9 | 2026-02-19 | 239 天 |
| 58 | DeepSeek V4 Pro | deepseek/deepseek-v4-pro | DeepSeek | 88.6 | 94.7 | 79.9 | 2026-04-24 | 175 天 |
| 59 | Gemini 3 Pro Preview | google/gemini-3-pro-preview | Google | 89.4 | 96.5 | 79.5 | 2025-11-18 | 332 天 |
| 60 | Gemini 3.5 Flash Lite | google/gemini-3.5-flash-lite | Google | 87.8 | 93.6 | 79.5 | 2026-07-21 | 87 天 |
| 61 | MiMo-V2.5 | xiaomi/mimo-v2.5 | Xiaomi | 87.5 | 93.2 | 79.4 | 2026-04-22 | 177 天 |
| 62 | Kimi K2.5 | moonshotai/kimi-k2.5 | Moonshot AI | 88.1 | 94.3 | 79.3 | 2026-01 | 288 天 |
| 63 | GLM-5 | zhipuai/glm-5 | Zhipu AI | 88.1 | 94.4 | 79.2 | 2026-02-12 | 246 天 |
| 64 | GLM-4.7 | zhipuai/glm-4.7 | Zhipu AI | 87.7 | 93.7 | 79.2 | 2025-12-22 | 298 天 |
| 65 | MiMo-V2-Pro | xiaomi/mimo-v2-pro | Xiaomi | 87.7 | 93.7 | 79.1 | 2026-03-18 | 212 天 |
| 66 | GPT-5.2 | openai/gpt-5.2 | OpenAI | 86.5 | 92.4 | 78.2 | 2025-12-11 | 309 天 |
| 67 | GPT-5 | openai/gpt-5 | OpenAI | 86.2 | 91.8 | 78.2 | 2025-08-07 | 435 天 |
| 68 | Inkling | thinkingmachines/inkling | Thinking Machines | 87.4 | 94.1 | 78.0 | 2026-07-15 | 93 天 |
| 69 | Inkling Small | thinkingmachines/inkling-small | Thinking Machines | 86.2 | 92.2 | 77.8 | 2026-07-30 | 78 天 |
| 70 | GPT-5.3 Codex | openai/gpt-5.3-codex | OpenAI | 78.1 | — | 77.6 | 2026-02-05 | 253 天 |
| 71 | GLM-5V-Turbo | zhipuai/glm-5v-turbo | Zhipu AI | 86.9 | 93.8 | 77.4 | 2026-04-01 | 198 天 |
| 72 | Qwen3.5 397B-A17B | alibaba/qwen3.5-397b-a17b | Alibaba | 86.9 | 93.8 | 77.3 | 2026-02-15 | 243 天 |
| 73 | GPT-5.4 mini | openai/gpt-5.4-mini | OpenAI | 85.9 | 92.1 | 77.2 | 2026-03-17 | 213 天 |
| 74 | MiniMax-M2.7 | minimax/MiniMax-M2.7 | MiniMax | 85.7 | 91.7 | 77.2 | 2026-03-18 | 212 天 |
| 75 | GPT-5.1 | openai/gpt-5.1 | OpenAI | 87.0 | 94.2 | 77.0 | 2025-11-13 | 337 天 |
| 76 | Claude Opus 4.1 | anthropic/claude-opus-4-1-20250805 | Anthropic | 86.0 | 92.6 | 76.7 | 2025-08-05 | 437 天 |
| 77 | Claude Sonnet 4.5 | anthropic/claude-sonnet-4-5-20250929 | Anthropic | 86.6 | 93.9 | 76.5 | 2025-09-29 | 382 天 |
| 78 | MiniMax-M2.5 | minimax/MiniMax-M2.5 | MiniMax | 83.7 | 88.7 | 76.5 | 2026-02-12 | 246 天 |
| 79 | Solar Pro 4 | upstage/solar-pro4 | Upstage | 84.4 | 90.5 | 75.7 | 2026-08-06 | 71 天 |
| 80 | DeepSeek V3.2 | deepseek/deepseek-v3.2 | DeepSeek | 85.5 | 93.0 | 75.2 | 2025-12-01 | 319 天 |
| 81 | Qwen3.5 122B-A10B | alibaba/qwen3.5-122b-a10b | Alibaba | 85.2 | 92.5 | 75.1 | 2026-02-23 | 235 天 |
| 82 | Qwen3.5 27B | alibaba/qwen3.5-27b | Alibaba | 84.8 | 91.9 | 75.0 | 2026-02-23 | 235 天 |
| 83 | Grok 4.3 | xai/grok-4.3 | xAI | 84.4 | 91.2 | 74.9 | 2026-04-17 | 182 天 |
| 84 | Laguna M.1 | poolside/laguna-m.1 | Poolside | 75.0 | — | 74.5 | 2026-04-28 | 171 天 |
| 85 | GLM-4.6 | zhipuai/glm-4.6 | Zhipu AI | 85.5 | 94.0 | 74.0 | 2025-09-30 | 381 天 |
| 86 | GPT-5.2 Codex | openai/gpt-5.2-codex | OpenAI | 74.3 | — | 73.9 | 2025-12-11 | 309 天 |
| 87 | GPT-5.1 Codex | openai/gpt-5.1-codex | OpenAI | 74.2 | — | 73.8 | 2025-11-13 | 337 天 |
| 88 | GPT-5.1 Codex Max | openai/gpt-5.1-codex-max | OpenAI | 74.2 | — | 73.8 | 2025-11-13 | 337 天 |
| 89 | MiMo-V2-Flash | xiaomi/mimo-v2-flash | Xiaomi | 84.2 | 92.1 | 73.4 | 2025-12-16 | 304 天 |
| 90 | Claude Haiku 4.5 | anthropic/claude-haiku-4-5-20251001 | Anthropic | 83.6 | 91.1 | 73.4 | 2025-10-15 | 366 天 |
| 91 | Kimi K2 Thinking Turbo | moonshotai/kimi-k2-thinking-turbo | Moonshot AI | 84.1 | 92.3 | 73.0 | 2025-11-06 | 344 天 |
| 92 | Laguna XS.2 | poolside/laguna-xs.2 | Poolside | 72.3 | — | 71.9 | 2026-04-28 | 171 天 |
| 93 | MiniMax-M2 | minimax/MiniMax-M2 | MiniMax | 80.8 | 87.4 | 71.6 | 2025-10-27 | 354 天 |
| 94 | Qwen3-Coder 480B-A35B Instruct | alibaba/qwen3-coder-480b-a35b-instruct | Alibaba | 80.8 | 88.5 | 70.4 | 2025-04 | 563 天 |
| 95 | Mistral Medium 3.5 | mistral/mistral-medium-3-5 | Mistral | 82.9 | 92.7 | 69.8 | 2026-04-30 | 169 天 |
| 96 | Mistral Medium 3.5 | mistral/mistral-medium-2604 | Mistral | 82.9 | 92.7 | 69.8 | 2026-04-29 | 170 天 |
| 97 | Gemini 3.1 Flash Lite Preview | google/gemini-3.1-flash-lite-preview | Google | 82.5 | 92.4 | 69.4 | 2026-03-03 | 227 天 |
| 98 | Qwen3.5 35B-A3B | alibaba/qwen3.5-35b-a3b | Alibaba | 81.7 | 91.0 | 69.2 | 2026-02-23 | 235 天 |
| 99 | Qwen3.5 Flash | alibaba/qwen3.5-flash | Alibaba | 81.6 | 91.2 | 68.7 | 2026-02-23 | 235 天 |
| 100 | GPT-5.1 Codex mini | openai/gpt-5.1-codex-mini | OpenAI | 69.1 | — | 68.7 | 2025-11-13 | 337 天 |
| 101 | Grok 4.1 Fast | xai/grok-4.1-fast | xAI | 81.9 | 91.9 | 68.6 | 2025-11-19 | 331 天 |
| 102 | Grok 4.1 Fast (Reasoning) | xai/grok-4.1-fast-reasoning | xAI | 81.9 | 91.9 | 68.6 | 2025-11-19 | 331 天 |
| 103 | Trinity Large Thinking | arcee-ai/trinity-large-thinking | Arcee AI | 79.3 | 87.5 | 68.3 | 2026-04-01 | 198 天 |
| 104 | Mistral Large 3 | mistral/mistral-large-2512 | Mistral | 82.3 | 93.2 | 67.9 | 2025-12-02 | 318 天 |
| 105 | Gemini 2.5 Pro | google/gemini-2.5-pro | Google | 83.3 | 95.1 | 67.7 | 2025-06-17 | 486 天 |
| 106 | Devstral 2 | mistral/devstral-2512 | Mistral | 66.4 | — | 66.0 | 2025-12-09 | 311 天 |
| 107 | Mercury 2 | inception/mercury-2 | Inception | 78.2 | 88.4 | 64.6 | 2026-03-04 | 226 天 |
| 108 | x-AI/Grok-Code-Fast 1 | xai/grok-code-fast-1 | xAI | 64.8 | — | 64.4 | 2025-09-02 | 409 天 |
| 109 | X-Ai/Grok-4-Fast-Reasoning | xai/grok-4-fast-reasoning | xAI | 79.5 | 91.3 | 64.0 | 2025-12-18 | 302 天 |
| 110 | Devstral Medium | mistral/devstral-medium-2507 | Mistral | 59.5 | — | 59.1 | 2025-07-10 | 463 天 |