智力指数榜 · Artificial Analysis
AA Intelligence / Coding / Agentic Index。客观 bench ≠ 用量热度；交叉验证见天梯。 对标 openrouter.ai/rankings。能力验真 → 模型天梯 · 模型目录 · Providers · 实验室 · 官方 API。
数据状态
同步自 OpenRouter · 454 个模型 · source=openrouter · 2026-11-04T21:41:47.719Z
智力指数榜 · Artificial Analysis
AA Intelligence / Coding / Agentic Index。客观 bench ≠ 用量热度；交叉验证见天梯。 打开天梯做多维对比
63 模天梯
| # | 模型 | 智力 | 代码 | Agent | 输入$/M | 输出$/M | 上下文 |
|---|---|---|---|---|---|---|---|
| 🥇 | Claude Opus 5.5 anthropic/claude-opus-5.5 | 59.1 | — | — | $4.00 | $20.00 | 1.0M |
| 🥈 | Claude Opus 5.5 (batch) anthropic/claude-opus-5.5:batch | 59.1 | — | — | $2.00 | $10.00 | 1.0M |
| 🥉 | GPT-6 Astra openai/gpt-6-astra | 56.9 | 76.9 | 51.0 | $10.00 | $50.00 | 1.1M |
| 4 | GPT-6 Astra (batch) openai/gpt-6-astra:batch | 56.9 | 76.9 | 51.0 | $5.00 | $25.00 | 1.1M |
| 5 | GPT-6.1 Sol openai/gpt-6.1-sol | 54.6 | — | — | $2.00 | $10.00 | 1.1M |
| 6 | GPT-6.1 Sol (batch) openai/gpt-6.1-sol:batch | 54.6 | — | — | $1.00 | $5.00 | 1.1M |
| 7 | Claude Sonnet 5.5 anthropic/claude-sonnet-5.5 | 54.5 | — | — | $2.00 | $10.00 | 1.0M |
| 8 | Claude Sonnet 5.5 (batch) anthropic/claude-sonnet-5.5:batch | 54.5 | — | — | $1.00 | $5.00 | 1.0M |
| 9 | GPT-6.1 Terra openai/gpt-6.1-terra | 51.3 | — | — | $1.00 | $5.00 | 1.1M |
| 10 | GPT-6.1 Terra (batch) openai/gpt-6.1-terra:batch | 51.3 | — | — | $0.50 | $2.50 | 1.1M |
| 11 | Gemini 4 Argon google/gemini-4-argon | 50.4 | — | — | $2.00 | $10.00 | 1.0M |
| 12 | Gemini 4 Argon (batch) google/gemini-4-argon:batch | 50.4 | — | — | $1.00 | $5.00 | 1.0M |
| 13 | Claude Fable 5.1 anthropic/claude-fable-5.1 | 50.0 | 80.7 | 57.2 | $10.00 | $50.00 | 1.0M |
| 14 | Claude Fable 5.1 (batch) anthropic/claude-fable-5.1:batch | 50.0 | 80.7 | 57.2 | $5.00 | $25.00 | 1.0M |
| 15 | Kimi K3.1 Pro moonshotai/kimi-k3.1-pro | 46.5 | — | — | $2.00 | $10.00 | 1.0M |
| 16 | GPT-6 Sol openai/gpt-6-sol | 44.2 | — | — | $2.00 | $10.00 | 1.1M |
| 17 | GPT-6 Sol (batch) openai/gpt-6-sol:batch | 44.2 | — | — | $1.00 | $5.00 | 1.1M |
| 18 | Muse Wonder meta/muse-wonder | 43.6 | — | — | $4.00 | $20.00 | 1.0M |
| 19 | Muse Spark 1.3 meta/muse-spark-1.3 | 36.6 | 75.8 | 55.5 | $1.25 | $4.25 | 1.0M |
| 20 | Claude Haiku 5.5 anthropic/claude-haiku-5.5 | 36.5 | — | — | $0.10 | $0.50 | 1.0M |
| 21 | Claude Haiku 5.5 (batch) anthropic/claude-haiku-5.5:batch | 36.5 | — | — | $0.05 | $0.25 | 1.0M |
| 22 | Grok 4.7 x-ai/grok-4.7 | 35.5 | — | — | $2.00 | $6.00 | 500k |
| 23 | Grok 4.7 (batch) x-ai/grok-4.7:batch | 35.5 | — | — | $1.60 | $4.80 | 500k |
| 24 | Qwen3.8 Max (0902) qwen/qwen3.8-max-0902 | 33.7 | 76.2 | 56.0 | $2.00 | $6.00 | 1.0M |
| 25 | GPT-5.6 Terra openai/gpt-5.6-terra | 32.3 | 76.7 | 43.2 | $2.00 | $12.00 | 1.1M |
| 26 | GPT-5.6 Terra (batch) openai/gpt-5.6-terra:batch | 32.3 | 76.7 | 43.2 | $1.00 | $6.00 | 1.1M |
| 27 | GLM 5.3 z-ai/glm-5.3 | 31.7 | 74.8 | 53.1 | $0.07 | $1.40 | 1.0M |
| 28 | GLM 5.3 (batch) z-ai/glm-5.3:batch | 31.7 | 74.8 | 53.1 | $0.45 | $2.00 | 1.0M |
| 29 | Gemini 3.8 Flash google/gemini-3.8-flash | 30.8 | 76.3 | 40.2 | $0.83 | $4.13 | 1.0M |
| 30 | Gemini 3.8 Flash (batch) google/gemini-3.8-flash:batch | 30.8 | 76.3 | 40.2 | $0.38 | $1.88 | 1.0M |
| 31 | MiMo-V2.6-Pro xiaomi/mimo-v2.6-pro | 29.9 | — | — | $0.43 | $0.87 | 1.1M |
| 32 | MiniMax M3.1 Flash minimax/minimax-m3.1-flash | 29.1 | — | — | $0.07 | $0.30 | 1.0M |
| 33 | DeepSeek V4.1 Flash 1017 deepseek/deepseek-v4.1-flash-1017 | 28.6 | — | — | $0.15 | $0.60 | 1.0M |
| 34 | Step 5 Preview stepfun/step-5-preview | 28.5 | — | — | $1.00 | $2.70 | 1.0M |
| 35 | Solar Pro 4 upstage/solar-pro4 | 28.2 | 52.7 | — | $0.15 | $0.60 | 524k |
| 36 | GPT-6 Luna openai/gpt-6-luna | 27.9 | — | — | $0.10 | $0.50 | 1.1M |
| 37 | GPT-6 Luna (batch) openai/gpt-6-luna:batch | 27.9 | — | — | $0.05 | $0.25 | 1.1M |
| 38 | GLM 5.3 Flash z-ai/glm-5.3-flash | 27.8 | 71.5 | 50.9 | $0.15 | $0.50 | 1.0M |
| 39 | GLM 5.3 Flash (batch) z-ai/glm-5.3-flash:batch | 27.8 | 71.5 | 50.9 | $0.05 | $0.18 | 1.0M |
| 40 | MiMo-V2.6-Flash xiaomi/mimo-v2.6-flash | 26.7 | — | — | $0.14 | $0.28 | 1.1M |
| 41 | Mistral Large 4 mistralai/mistral-large-4-0 | 26.1 | — | — | $0.70 | $2.10 | 1.0M |
| 42 | Muse Spark Open meta/muse-spark-open | 24.9 | — | — | $1.25 | $4.25 | 1.0M |
| 43 | DeepSeek V4 Pro 0813 deepseek/deepseek-v4-pro-0813 | 23.1 | 68.8 | 41.3 | $0.11 | $4.60 | 1.0M |
| 44 | Qwen3.8 27B qwen/qwen3.8-27b | 20.1 | 68.1 | 45.8 | $0.15 | $1.88 | 1.0M |
| 45 | MiniMax M3 minimax/minimax-m3 | 18.9 | 58.6 | 29.5 | $0.30 | $1.20 | 1.0M |
| 46 | Beam 1.0 501B A23B reflection/beam-1.0-501b-a23b | 17.7 | — | — | $0.25 | $1.00 | 1.0M |
| 47 | Kimi K3 moonshotai/kimi-k3 | 17.4 | 72.0 | 29.3 | $0.19 | $16.00 | 1.0M |
| 48 | Kimi K3 (batch) moonshotai/kimi-k3:batch | 17.4 | 72.0 | 29.3 | $2.28 | $11.40 | 1.0M |
| 49 | Nemotron 3.5 Super VL nvidia/nemotron-3.5-super-vl | 13.6 | — | — | $0.15 | $0.50 | 1.0M |
| 50 | Nemotron 3.5 Super VL (free) nvidia/nemotron-3.5-super-vl:free | 13.6 | — | — | $0.00 | $0.00 | 1.0M |
| 51 | Inkling Small thinkingmachines/inkling-small | 12.9 | 52.9 | 23.5 | $0.45 | $1.20 | 524k |
| 52 | Inkling thinkingmachines/inkling | 12.5 | 52.1 | 22.5 | $1.00 | $4.05 | 524k |
| 53 | Nemotron 3 Ultra nvidia/nemotron-3-ultra-550b-a55b | 11.8 | 49.3 | 20.1 | $0.60 | $2.40 | 262k |
| 54 | Nemotron 3 Ultra (free) nvidia/nemotron-3-ultra-550b-a55b:free | 11.8 | 49.3 | 20.1 | $0.00 | $0.00 | 1.0M |
| 55 | Gemini 3.5 Flash Lite google/gemini-3.5-flash-lite | 11.7 | 49.3 | 14.3 | $0.30 | $2.50 | 1.0M |
| 56 | Gemini 3.5 Flash Lite (batch) google/gemini-3.5-flash-lite:batch | 11.7 | 49.3 | 14.3 | $0.15 | $1.25 | 1.0M |
| 57 | Muse Glimmer 30B meta/muse-glimmer-30b | 6.3 | 49.0 | 8.5 | $0.30 | $1.20 | 131k |
| 58 | Command A+ cohere/command-a-plus | 6.2 | 27.8 | 1.0 | $0.30 | $1.50 | 192k |
| 59 | Gemini 3.1 Flash Lite Preview google/gemini-3.1-flash-lite-preview | 6.2 | 34.7 | 1.6 | $0.25 | $1.50 | 1.0M |
| 60 | Nemotron 3.5 Lightning nvidia/nemotron-3.5-lightning | 5.5 | 26.8 | 3.5 | $0.07 | $0.20 | 262k |
| 61 | Nemotron 3.5 Lightning (free) nvidia/nemotron-3.5-lightning:free | 5.5 | 26.8 | 3.5 | $0.00 | $0.00 | 1.0M |
| 62 | Granite 4.2 8B ibm-granite/granite-4.2-8b | 5.1 | 22.4 | 1.3 | $0.06 | $0.25 | 131k |
| 63 | Mistral Small 4 mistralai/mistral-small-2603 | 4.3 | 26.6 | 0.8 | $0.15 | $0.60 | 262k |
数据来源 OpenRouter 公开 Rankings API（约小时级缓存）。用量/份额反映路由平台流量，不等于全球真实份额； 智力指数来自 Artificial Analysis 透出字段。选型请结合 天梯、目录与自有压测。
관련 도구
Clavue CLI / imux IDE / clavue-2.1
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CLI / GUI Agent 运行时、设备登录、会员额度与通用对话 API（api.clavue.com）。开发脚本、CI 与本地工具一条链路。
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查看模型 ↗