Smartest LLM overall: AA Intelligence Index ranking
- models measured
- 213
- lead over #2
- +1.6
- median
- 18.5
Leader on AA Intelligence Index · read October 20
57.6AA Intelligence Index
1 Claude Opus 5.557.6As of October 20, 2026, Anthropic Claude Opus 5.5 leads overall intelligence with 57.6 on AA Intelligence Index, ahead of Anthropic Claude Sonnet 5.5 (56.0) and Anthropic Claude Fable 5.1 (53.4). This ranking is one public board, shown as published, and is not part of the Vibe Coding Index.
| Rank | Model | AA Intelligence Index | Evidence | Coding index | Output $/Mtok |
|---|---|---|---|---|---|
| 1 | Claude Opus 5.5 Anthropic | 57.6 | 92.2 | $20.00 | |
| 2 | Claude Sonnet 5.5 Anthropic | 56.0 | 88.9 | $10.00 | |
| 3 | Claude Fable 5.1 Anthropic | 53.4 | 89.1 | $50.00 | |
| 4 | GPT-6 Astra OpenAI | 52.7 | 88.7 | $50.00 | |
| 5 | Gemini 4 Argon Google | 52.6 | 80.5 | $10.00 | |
| 6 | GPT-6.1 Sol OpenAI | 51.8 | 88.7 | $10.00 | |
| 7 | Claude Opus 5 Anthropic | 50.8 | 81.8 | $25.00 | |
| 8 | Claude Fable 5 Anthropic | 49.6 | 82.1 | $50.00 | |
| 9 | Muse Spark 1.3 Meta | 48.1 | 79.7 | $4.25 | |
| 10 | GPT-6 Sol OpenAI | 47.6 | 82.8 | $10.00 | |
| 11 | GPT-5.6 Sol OpenAI | 47.0 | 76.7 | $20.00 | |
| 12 | Grok 4.7 xAI | 46.4 | 75.0 | $6.00 | |
| 13 | MiMo-V2.6-Pro Xiaomi | 46.3 | 72.6 | $0.87 | |
| 14 | Qwen3.8 Max (0902) Qwen | 45.4 | 63.5 | $6.00 | |
| 15 | GLM 5.3 Z.ai | 44.8 | 73.1 | $1.40 | |
| 16 | Grok 4.6 xAI | 44.3 | 76.4 | $6.00 | |
| 17 | Step 5 Preview StepFun | 43.7 | 71.4 | $2.70 | |
| 18 | Kimi K3 Moonshot AI | 43.6 | 61.8 | $11.936 | |
| 19 | Claude Haiku 5.5 Anthropic | 43.4 | 75.9 | $0.50 | |
| 20 | GPT-5.6 Terra OpenAI | 42.1 | 69.0 | $12.00 | |
| 21 | Claude Opus 4.8 Anthropic | 41.8 | 66.0 | $25.00 | |
| 22 | GLM 5.3 Flash Z.ai | 41.8 | 71.0 | $0.16 | |
| 23 | Ling 3.1 Flash inclusionAI | 41.1 | Not benchmarked | $0.225 | |
| 24 | Gemini 3.8 Flash Google | 40.9 | 70.5 | $4.125 | |
| 25 | Claude Opus 4.7 Anthropic | 40.7 | 51.1 | $25.00 | |
| 26 | Qwen3.8 2.4T A95B Qwen | 39.9 | Not benchmarked | $6.00 | |
| 27 | Gemini 3.7 Flash Google | 39.6 | 69.9 | $3.75 | |
| 28 | Muse Spark 1.2 Meta | 39.6 | 65.1 | $4.25 | |
| 29 | DeepSeek V4.1 Flash 1017 DeepSeek | 39.5 | 83.3 | $0.60 | |
| 30 | GPT-5.4 OpenAI | 39.0 | 37.7 | $15.00 | |
| 31 | Grok 4.5 xAI | 38.8 | 75.5 | $6.00 | |
| 32 | Mistral Large 4 Mistral AI | 38.4 | 55.3 | $2.09 | |
| 33 | GPT-5.5 OpenAI | 38.4 | 67.8 | $30.00 | |
| 34 | Claude Sonnet 5 Anthropic | 38.2 | 63.5 | $10.00 | |
| 35 | GPT-6 Luna OpenAI | 38.1 | 71.4 | $0.50 | |
| 36 | MiMo-V2.6-Flash Xiaomi | 37.9 | 61.9 | $0.28 | |
| 37 | GPT-5.6 Luna OpenAI | 37.3 | 61.5 | $1.20 | |
| 38 | DeepSeek V4 Pro 0813 DeepSeek | 36.0 | 54.6 | $1.98 | |
| 39 | DeepSeek V4 Flash Vision Exp DeepSeek | 34.8 | 37.6 | $0.6468 | |
| 40 | DeepSeek V4 Flash 0731 DeepSeek | 34.3 | Not benchmarked | $1.32 | |
| 41 | Gemini 3.6 Flash Google | 34.0 | 48.3 | $3.75 | |
| 42 | Muse Spark 1.1 Meta | 33.7 | 48.9 | $4.25 | |
| 43 | Qwen3.8 27B Qwen | 33.7 | 73.6 | $2.20 | |
| 44 | GLM 5.2 Z.ai | 33.7 | 57.7 | $2.42 | |
| 45 | Gemini 3.5 Flash Google | 33.6 | 42.8 | $9.00 | |
| 46 | GPT-5.3-Codex OpenAI | 32.5 | 29.5 | $14.00 | |
| 47 | Claude Opus 4.6 Anthropic | 31.9 | 66.9 | $25.00 | |
| 48 | DeepSeek V4 Pro 0423 DeepSeek | 30.4 | 35.3 | $1.9105 | |
| 49 | GPT-5.2 OpenAI | 30.4 | 58.9 | $14.00 | |
| 50 | Claude Sonnet 4.6 Anthropic | 30.1 | 57.8 | $15.00 | |
| 51 | Gemini 3.1 Pro Preview Google | 29.7 | 35.3 | $12.00 | |
| 52 | Qwen3.7 Max Qwen | 29.5 | 45.1 | $4.425 | |
| 53 | MiniMax M3 MiniMax | 29.2 | 57.8 | $1.20 | |
| 54 | Claude Opus 4.5 Anthropic | 29.1 | 66.8 | $25.00 | |
| 55 | GPT-5.2-Codex OpenAI | 28.5 | 55.1 | $14.00 | |
| 56 | Solar Pro 4 Upstage | 28.2 | 24.4 | $0.60 | |
| 57 | GLM 5 Z.ai | 27.9 | 59.7 | $1.92 | |
| 58 | Grok Build 0.1 xAI | 27.2 | Not benchmarked | $2.00 | |
| 59 | Kimi K2.6 Moonshot AI | 27.0 | 44.2 | $3.41 | |
| 60 | Qwen3.6 Plus Qwen | 27.0 | 37.4 | $1.95 | |
| 61 | GLM 5 Turbo Z.ai | 26.6 | Not benchmarked | $4.00 | |
| 62 | Nemotron 3.5 Super VL NVIDIA | 26.5 | 65.5 | $0.50 | |
| 63 | Gemini 3 Flash Preview Google | 26.3 | 75.8 | $3.00 | |
| 64 | GLM 5.1 Z.ai | 26.1 | 44.0 | $3.036 | |
| 65 | MiMo-V2.5-Pro Xiaomi | 26.0 | 40.0 | $0.87 | |
| 66 | Kimi K2.7 Code Moonshot AI | 25.8 | 39.1 | $3.35 | |
| 67 | Grok 4.20 xAI | 25.7 | Not benchmarked | $2.50 | |
| 68 | T Inkling Small Thinking Machines | 25.7 | 29.9 | $1.20 | |
| 69 | Hy3 preview Tencent | 25.3 | 22.4 | $0.60 | |
| 70 | Qwen3.7 Plus Qwen | 25.2 | Not benchmarked | $1.28 | |
| 71 | T Inkling Thinking Machines | 25.0 | 49.7 | $4.05 | |
| 72 | Grok 4.3 xAI | 24.9 | 22.5 | $2.50 | |
| 73 | DeepSeek V4.1 Flash DeepSeek | 24.7 | 77.2 | $0.0112 | |
| 74 | GPT-5.1 OpenAI | 24.7 | 53.3 | $10.00 | |
| 75 | Ling 3.0 Flash VL inclusionAI | 24.6 | Not benchmarked | $0.18 | |
| 76 | DeepSeek V4 Flash 0423 DeepSeek | 24.4 | 54.6 | $0.182 | |
| 77 | GPT-5.4 Mini OpenAI | 24.1 | 28.2 | $4.50 | |
| 78 | Solar Mini 4 Upstage | 24.1 | Not benchmarked | $0.20 | |
| 79 | GPT-5.1-Codex OpenAI | 23.7 | 50.5 | $10.00 | |
| 80 | Kimi K2.5 Moonshot AI | 23.5 | 58.5 | $2.50 | |
| 81 | GLM 5V Turbo Z.ai | 23.5 | 28.8 | $4.00 | |
| 82 | GPT-5 OpenAI | 23.0 | 72.2 | $10.00 | |
| 83 | Nemotron 3 Ultra NVIDIA | 22.9 | Not benchmarked | $2.40 | |
| 84 | Qwen3.5-27B Qwen | 22.9 | 22.6 | $2.16 | |
| 85 | Claude Opus 4.1 Anthropic | 22.8 | 27.2 | $75.00 | |
| 86 | MiniMax M2.5 MiniMax | 22.8 | 59.4 | $0.95 | |
| 87 | MiniMax M2.7 MiniMax | 22.8 | 28.4 | $1.20 | |
| 88 | Gemini 3.5 Flash Lite Google | 22.2 | 33.6 | $2.50 | |
| 89 | GLM 4.7 Z.ai | 22.2 | 33.6 | $1.98 | |
| 90 | Kimi K2 Thinking Moonshot AI | 22.0 | 63.4 | $2.50 | |
| 91 | o3 Pro OpenAI | 21.9 | 84.9 | $80.00 | |
| 92 | MiMo-V2.5 Xiaomi | 21.8 | 34.0 | $0.28 | |
| 93 | DeepSeek V3.2 DeepSeek | 21.5 | 54.4 | $0.42 | |
| 94 | Qwen3.5 397B A17B Qwen | 21.4 | 28.6 | $2.34 | |
| 95 | Qwen3.6 27B Qwen | 21.4 | Not benchmarked | $2.00 | |
| 96 | MiniMax M2.1 MiniMax | 20.9 | Not benchmarked | $1.20 | |
| 97 | Claude Sonnet 4.5 Anthropic | 20.7 | 59.1 | $15.00 | |
| 98 | GPT-5.4 Nano OpenAI | 20.7 | Not benchmarked | $1.25 | |
| 99 | GPT-5 Mini OpenAI | 20.6 | 59.8 | $2.00 | |
| 100 | GPT-5.1-Codex-Mini OpenAI | 20.4 | 6.2 | $2.00 |
Showing the first 100 of 213. Every row, with its source date, is in the full dataset.
What this measures
How does the model do across a broad set of evaluations one independent lab runs itself?
Artificial Analysis runs a set of evaluations itself (reasoning, knowledge, math, coding and agentic tasks) and combines them into one score from 0 to 100. Its methodology page lists the evaluations in the current version. The number is the index as Artificial Analysis publishes it and OpenRouter lists it.
Read from Artificial Analysis (via OpenRouter) on October 20, 2026. Each model appears once with its best published setting; rows that match no model in our catalog are left out. AA Intelligence Index benchmark page