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 · 446 个模型 · source=openrouter · 2026-09-15T20:17:42.767Z
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
80 模天梯
| # | 模型 | 智力 | 代码 | Agent | 输入$/M | 输出$/M | 上下文 |
|---|---|---|---|---|---|---|---|
| 🥇 | Claude Fable 5.1 anthropic/claude-fable-5.1 | 53.4 | 81.6 | 58.0 | $10.00 | $50.00 | 1.0M |
| 🥈 | Claude Fable 5.1 (batch) anthropic/claude-fable-5.1:batch | 53.4 | 81.6 | 58.0 | $5.00 | $25.00 | 1.0M |
| 🥉 | GPT-6 Astra openai/gpt-6-astra | 52.8 | 76.9 | 51.5 | $10.00 | $50.00 | 1.1M |
| 4 | GPT-6 Astra (batch) openai/gpt-6-astra:batch | 52.8 | 76.9 | 51.5 | $5.00 | $25.00 | 1.1M |
| 5 | Claude Opus 5 anthropic/claude-opus-5 | 50.7 | 78.0 | 56.2 | $5.00 | $25.00 | 1.0M |
| 6 | Claude Opus 5 (batch) anthropic/claude-opus-5:batch | 50.7 | 78.0 | 56.2 | $2.50 | $12.50 | 1.0M |
| 7 | Claude Fable 5 anthropic/claude-fable-5 | 49.7 | 76.5 | 51.0 | $10.00 | $50.00 | 1.0M |
| 8 | Claude Fable 5 (batch) anthropic/claude-fable-5:batch | 49.7 | 76.5 | 51.0 | $5.00 | $25.00 | 1.0M |
| 9 | GPT-5.6 Sol openai/gpt-5.6-sol | 47.1 | 77.4 | 50.5 | $2.00 | $10.00 | 1.1M |
| 10 | GPT-5.6 Sol (batch) openai/gpt-5.6-sol:batch | 47.1 | 77.4 | 50.5 | $1.00 | $5.00 | 1.1M |
| 11 | GLM 5.3 z-ai/glm-5.3 | 44.9 | 74.8 | 53.4 | $1.40 | $4.40 | 1.3M |
| 12 | GLM 5.3 (batch) z-ai/glm-5.3:batch | 44.9 | 74.8 | 53.4 | $0.70 | $2.20 | 1.0M |
| 13 | Grok 4.6 x-ai/grok-4.6 | 44.4 | 76.8 | 53.4 | $2.00 | $6.00 | 500k |
| 14 | Kimi K3 moonshotai/kimi-k3 | 43.8 | 76.2 | 50.6 | $2.65 | $13.28 | 1.0M |
| 15 | Kimi K3 (batch) moonshotai/kimi-k3:batch | 43.8 | 76.2 | 50.6 | $3.00 | $15.00 | 1.0M |
| 16 | GPT-5.6 Terra openai/gpt-5.6-terra | 42.3 | 76.7 | 43.7 | $2.00 | $12.00 | 1.1M |
| 17 | GPT-5.6 Terra (batch) openai/gpt-5.6-terra:batch | 42.3 | 76.7 | 43.7 | $1.00 | $6.00 | 1.1M |
| 18 | Claude Opus 4.8 anthropic/claude-opus-4.8 | 42.0 | 74.3 | 42.6 | $5.00 | $25.00 | 1.0M |
| 19 | Claude Opus 4.8 (batch) anthropic/claude-opus-4.8:batch | 42.0 | 74.3 | 42.6 | $2.50 | $12.50 | 1.0M |
| 20 | GLM 5.3 Flash z-ai/glm-5.3-flash | 41.9 | 71.5 | 51.2 | $0.07 | $0.25 | 1.3M |
| 21 | GLM 5.3 Flash (batch) z-ai/glm-5.3-flash:batch | 41.9 | 71.5 | 51.2 | $0.07 | $0.25 | 1.0M |
| 22 | Gemini 3.8 Flash google/gemini-3.8-flash | 41.2 | 76.3 | 41.1 | $0.75 | $3.75 | 1.0M |
| 23 | Gemini 3.8 Flash (batch) google/gemini-3.8-flash:batch | 41.2 | 76.3 | 41.1 | $0.38 | $1.88 | 1.0M |
| 24 | Qwen3.8 Max (0902) qwen/qwen3.8-max-0902 | 40.3 | 71.8 | 49.6 | $2.00 | $6.00 | 1.0M |
| 25 | Qwen3.8 2.4T A95B qwen/qwen3.8-2.4t-a95b | 40.0 | 71.9 | 50.4 | $2.00 | $6.00 | 1.0M |
| 26 | Qwen3.8 2.4T A95B (batch) qwen/qwen3.8-2.4t-a95b:batch | 40.0 | 71.9 | 50.4 | $2.00 | $6.00 | 1.0M |
| 27 | Muse Spark 1.2 meta/muse-spark-1.2 | 39.8 | 72.2 | 44.0 | $1.25 | $4.25 | 1.0M |
| 28 | DeepSeek V4.1 Flash deepseek/deepseek-v4.1-flash | 39.5 | — | — | $0.15 | $0.60 | 1.0M |
| 29 | Gemini 3.7 Flash google/gemini-3.7-flash | 39.4 | 76.1 | 36.4 | $0.75 | $3.75 | 1.0M |
| 30 | Gemini 3.7 Flash (batch) google/gemini-3.7-flash:batch | 39.4 | 76.1 | 36.4 | $0.38 | $1.88 | 1.0M |
| 31 | Grok 4.5 x-ai/grok-4.5 | 39.1 | 72.4 | 42.1 | $2.00 | $6.00 | 500k |
| 32 | GPT-5.5 openai/gpt-5.5 | 38.6 | 74.9 | 37.3 | $5.00 | $30.00 | 1.1M |
| 33 | GPT-5.5 (batch) openai/gpt-5.5:batch | 38.6 | 74.9 | 37.3 | $2.50 | $15.00 | 1.1M |
| 34 | Claude Sonnet 5 anthropic/claude-sonnet-5 | 38.4 | 71.5 | 44.3 | $2.00 | $10.00 | 1.0M |
| 35 | Claude Sonnet 5 (batch) anthropic/claude-sonnet-5:batch | 38.4 | 71.5 | 44.3 | $1.00 | $5.00 | 1.0M |
| 36 | GPT-5.6 Luna openai/gpt-5.6-luna | 37.5 | 71.4 | 42.7 | $0.20 | $1.20 | 1.1M |
| 37 | GPT-5.6 Luna (batch) openai/gpt-5.6-luna:batch | 37.5 | 71.4 | 42.7 | $0.10 | $0.60 | 1.1M |
| 38 | DeepSeek V4 Pro 0813 deepseek/deepseek-v4-pro-0813 | 36.3 | 68.8 | 42.3 | $0.58 | $1.74 | 1.0M |
| 39 | DeepSeek V4 Pro 0813 (batch) deepseek/deepseek-v4-pro-0813:batch | 36.3 | 68.8 | 42.3 | $0.66 | $1.98 | 1.0M |
| 40 | DeepSeek V4 Flash 0731 deepseek/deepseek-v4-flash-0731 | 34.5 | 69.1 | 41.7 | $0.06 | $0.12 | 1.3M |
| 41 | DeepSeek V4 Flash 0731 (batch) deepseek/deepseek-v4-flash-0731:batch | 34.5 | 69.1 | 41.7 | $0.11 | $0.33 | 1.0M |
| 42 | Gemini 3.6 Flash google/gemini-3.6-flash | 34.3 | 69.2 | 30.2 | $0.75 | $3.75 | 1.0M |
| 43 | Gemini 3.6 Flash (batch) google/gemini-3.6-flash:batch | 34.3 | 69.2 | 30.2 | $0.38 | $1.88 | 1.0M |
| 44 | Muse Spark 1.1 meta/muse-spark-1.1 | 34.3 | 71.3 | 27.5 | $1.25 | $4.25 | 1.0M |
| 45 | GLM 5.2 z-ai/glm-5.2 | 34.0 | 68.8 | 39.4 | $1.40 | $4.40 | 1.0M |
| 46 | GLM 5.2 (batch) z-ai/glm-5.2:batch | 34.0 | 68.8 | 39.4 | $0.70 | $2.20 | 1.0M |
| 47 | GLM 5.2 (free) z-ai/glm-5.2:free | 34.0 | 68.8 | 39.4 | $0.00 | $0.00 | 33k |
| 48 | Qwen3.8 27B qwen/qwen3.8-27b | 33.9 | 68.1 | 46.5 | $0.21 | $2.55 | 1.0M |
| 49 | Gemini 3.5 Flash google/gemini-3.5-flash | 33.0 | 70.1 | 27.3 | $1.50 | $9.00 | 1.0M |
| 50 | Gemini 3.5 Flash (batch) google/gemini-3.5-flash:batch | 33.0 | 70.1 | 27.3 | $0.75 | $4.50 | 1.0M |
| 51 | DeepSeek V4 Pro 0423 deepseek/deepseek-v4-pro | 30.9 | 59.4 | 27.7 | $1.60 | $3.20 | 1.0M |
| 52 | Claude Sonnet 4.6 anthropic/claude-sonnet-4.6 | 30.5 | 63.0 | 33.1 | $3.00 | $15.00 | 1.0M |
| 53 | Claude Sonnet 4.6 (batch) anthropic/claude-sonnet-4.6:batch | 30.5 | 63.0 | 33.1 | $1.50 | $7.50 | 1.0M |
| 54 | Gemini 3.1 Pro Preview google/gemini-3.1-pro-preview | 30.4 | 68.8 | 10.3 | $2.00 | $12.00 | 1.0M |
| 55 | Gemini 3.1 Pro Preview (batch) google/gemini-3.1-pro-preview:batch | 30.4 | 68.8 | 10.3 | $1.00 | $6.00 | 1.0M |
| 56 | Qwen3.7 Max qwen/qwen3.7-max | 29.9 | 66.0 | 23.9 | $1.48 | $4.42 | 1.0M |
| 57 | MiniMax M3 minimax/minimax-m3 | 29.6 | 58.6 | 30.8 | $0.30 | $1.20 | 1.0M |
| 58 | MiniMax M3 (batch) minimax/minimax-m3:batch | 29.6 | 58.6 | 30.8 | $0.30 | $1.20 | 524k |
| 59 | Kimi K2.6 moonshotai/kimi-k2.6 | 27.5 | 61.8 | 22.1 | $0.95 | $4.00 | 262k |
| 60 | MiMo-V2.5-Pro xiaomi/mimo-v2.5-pro | 26.4 | 60.2 | 22.7 | $0.43 | $0.87 | 1.1M |
| 61 | GLM 5.1 z-ai/glm-5.1 | 26.4 | 55.8 | 25.2 | $0.97 | $3.04 | 205k |
| 62 | Kimi K2.7 Code moonshotai/kimi-k2.7-code | 26.3 | 60.8 | 22.5 | $0.71 | $3.50 | 262k |
| 63 | Inkling Small thinkingmachines/inkling-small | 26.1 | 52.9 | 25.0 | $0.45 | $1.20 | 1.0M |
| 64 | Inkling Small (batch) thinkingmachines/inkling-small:batch | 26.1 | 52.9 | 25.0 | $0.50 | $1.20 | 524k |
| 65 | Inkling Small (free) thinkingmachines/inkling-small:free | 26.1 | 52.9 | 25.0 | $0.00 | $0.00 | 1.0M |
| 66 | Qwen3.7 Plus qwen/qwen3.7-plus | 25.8 | 55.9 | 19.7 | $0.32 | $1.28 | 1.0M |
| 67 | Hy3 preview tencent/hy3-preview | 25.8 | 58.8 | 25.6 | $0.18 | $0.60 | 262k |
| 68 | Inkling thinkingmachines/inkling | 25.5 | 52.1 | 24.3 | $1.00 | $4.05 | 1.0M |
| 69 | Inkling (batch) thinkingmachines/inkling:batch | 25.5 | 52.1 | 24.3 | $1.00 | $4.05 | 524k |
| 70 | Inkling (free) thinkingmachines/inkling:free | 25.5 | 52.1 | 24.3 | $0.00 | $0.00 | 1.0M |
| 71 | Grok 4.3 x-ai/grok-4.3 | 25.4 | 42.2 | 17.2 | $1.25 | $2.50 | 1.0M |
| 72 | Grok 4.3 (batch) x-ai/grok-4.3:batch | 25.4 | 42.2 | 17.2 | $1.00 | $2.00 | 1.0M |
| 73 | Ling 3.0 Flash VL inclusionai/ling-3.0-flash-vl | 25.0 | 57.0 | 30.0 | $0.06 | $0.18 | 131k |
| 74 | Ling 3.0 Flash VL (free) inclusionai/ling-3.0-flash-vl:free | 25.0 | 57.0 | 30.0 | $0.00 | $0.00 | 262k |
| 75 | DeepSeek V4 Flash 0423 deepseek/deepseek-v4-flash | 24.8 | 52.0 | 27.9 | $0.08 | $0.16 | 1.0M |
| 76 | GPT-5.4 Mini openai/gpt-5.4-mini | 24.6 | 56.1 | 19.7 | $0.75 | $4.50 | 400k |
| 77 | GPT-5.4 Mini (batch) openai/gpt-5.4-mini:batch | 24.6 | 56.1 | 19.7 | $0.38 | $2.25 | 400k |
| 78 | Nemotron 3 Ultra nvidia/nemotron-3-ultra-550b-a55b | 23.4 | 49.3 | 21.7 | $0.60 | $2.40 | 262k |
| 79 | Nemotron 3 Ultra (free) nvidia/nemotron-3-ultra-550b-a55b:free | 23.4 | 49.3 | 21.7 | $0.00 | $0.00 | 1.0M |
| 80 | MiniMax M2.7 minimax/minimax-m2.7 | 23.2 | 52.6 | 16.8 | $0.30 | $1.20 | 205k |
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。
站内推荐
同系工具：Clavue CLI / imux IDE / clavue-2.1
Clavue · CLI 与 Agent 平台
CLI / GUI Agent 运行时、设备登录、会员额度与 OpenAI 兼容 API（api.clavue.com）。开发脚本、CI 与本地工具一条链路。
打开 Clavue ↗imux · 原生 macOS AI IDE
Clavue 平台的原生 IDE：多 Agent 分屏、Ghostty 级终端、Agent Chat、浏览器自动化与 Supervisor——不是又一个 Electron 壳。
了解 imux ↗Clavue 2.1 · 产品级大模型
旗舰模型 clavue-2.1（及 fast / pro / rev）：适合复杂推理与长程 Agent 循环。Chat、imux、API 共用会员额度。
查看模型 ↗