Artificial Analysis · Coding Index
Artificial Analysis · Coding Index is run by Artificial Analysis. It has ranked 184 models, of which the catalogue holds 124, scoring from 2.7 to 81.6 on Index.
measured by Artificial Analysis · the board itself
| Place | Model | Metric | Score |
|---|---|---|---|
| 1stof 184 | Claude Fable 5.1 | Index | 81.6 |
| 3rdof 184 | Claude Opus 5 | Index | 78 |
| 4thof 184 | Claude Opus 5 (batch) | Index | 78 |
| 5thof 184 | GPT-5.6 Sol | Index | 77.4 |
| 7thof 184 | GPT 6 Astra | Index | 76.9 |
| 9thof 184 | Grok 4.6 | Index | 76.8 |
| 10thof 184 | GPT-5.6 Terra | Index | 76.7 |
| 12thof 184 | Claude Fable 5 | Index | 76.5 |
| 14thof 184 | Gemini 3.8 Flash | Index | 76.3 |
| 16thof 184 | Qwen 3.8 Max | Index | 76.2 |
| 17thof 184 | Kimi K3 | Index | 76.2 |
| 19thof 184 | Gemini 3.7 Flash | Index | 76.1 |
| 21stof 184 | GPT-5.5 | Index | 74.9 |
| 23rdof 184 | GLM-5.3 | Index | 74.8 |
| 25thof 184 | Claude Opus 4.8 | Index | 74.3 |
| 27thof 184 | Claude Opus 4.7 | Index | 73.6 |
| 29thof 184 | Grok 4.5 | Index | 72.4 |
| 30thof 184 | Muse Spark 1.2 | Index | 72.2 |
| 31stof 184 | Qwen3.8-2.4T-A95B | Index | 71.9 |
| 33rdof 184 | GLM 5.3 Flash | Index | 71.5 |
| 35thof 184 | Claude Sonnet 5 | Index | 71.5 |
| 37thof 184 | GPT-5.6 Luna | Index | 71.4 |
| 39thof 184 | Muse Spark 1.1 | Index | 71.3 |
| 40thof 184 | GPT-5.4 | Index | 71.1 |
| 42ndof 184 | Gemini 3.5 Flash | Index | 70.1 |
| 44thof 184 | Gemini 3.6 Flash | Index | 69.2 |
| 46thof 184 | DeepSeek V4 Flash (0731) | Index | 69.1 |
| 48thof 184 | DeepSeek V4 Pro 0813 | Index | 68.8 |
| 50thof 184 | GLM 5.2 | Index | 68.8 |
| 53rdof 184 | Gemini 3.1 Pro Preview | Index | 68.8 |
| 55thof 184 | Qwen3.8 27B | Index | 68.1 |
| 56thof 184 | Qwen3.7 Max | Index | 66 |
| 57thof 184 | Claude Sonnet 4.6 | Index | 63 |
| 59thof 184 | Kimi K2.6 | Index | 61.8 |
| 60thof 184 | Kimi K2.7 Code | Index | 60.8 |
| 61stof 184 | MiMo-V2.5-Pro | Index | 60.2 |
| 62ndof 184 | KAT-Coder-Pro V2 | Index | 59.5 |
| 64thof 184 | Hy3 | Index | 58.8 |
| 65thof 184 | MiniMax M3 | Index | 58.6 |
| 69thof 184 | MiMo-V2.5 | Index | 56.8 |
| 70thof 184 | GPT-5.4 nano | Index | 56.1 |
| 72ndof 184 | GPT-5.4 mini | Index | 56.1 |
| 74thof 184 | Qwen 3.7 Plus | Index | 55.9 |
| 75thof 184 | GLM 5.1 | Index | 55.8 |
| 76thof 184 | Qwen3.6 Plus | Index | 54.5 |
| 77thof 184 | Qwen3.6 27B | Index | 53.7 |
| 78thof 184 | Inkling Small | Index | 52.9 |
| 80thof 184 | Solar Pro 4 | Index | 52.7 |
| 81stof 184 | MiniMax M2.7 | Index | 52.6 |
| 82ndof 184 | Inkling | Index | 52.1 |
| 85thof 184 | Claude Sonnet 4.5 | Index | 52.1 |
| 88thof 184 | Grok Build 0.1 | Index | 51.5 |
| 89thof 184 | Ling-3.0-flash | Index | 50.6 |
| 90thof 184 | GPT-5.1 | Index | 49.4 |
| 92ndof 184 | Gemini 3.5 Flash-Lite | Index | 49.3 |
| 94thof 184 | Nemotron 3 Ultra | Index | 49.3 |
| 96thof 184 | Qwen3.5 397B A17B | Index | 48.2 |
| 97thof 184 | Mistral Medium 3.5 | Index | 46.9 |
| 99thof 184 | Kimi K2.5 | Index | 46.8 |
| 100thof 184 | GLM-4.6 | Index | 45.8 |
| 101stof 184 | Qwen3.5-122B-A10B | Index | 45.7 |
| 102ndof 184 | LongCat 2.0 | Index | 45.3 |
| 103rdof 184 | GLM-4.7 | Index | 45.3 |
| 104thof 184 | DeepSeek v3.2 | Index | 44.2 |
| 105thof 184 | Claude Haiku 4.5 | Index | 43.9 |
| 107thof 184 | DeepSeek V3.1 Terminus | Index | 43.5 |
| 108thof 184 | Gemma 4 31B | Index | 43.4 |
| 110thof 184 | Grok 4.3 | Index | 42.2 |
| 112thof 184 | Qwen3.6 35B A3B | Index | 41.9 |
| 113thof 184 | o1 | Index | 39.7 |
| 114thof 184 | Step 3.7 Flash | Index | 39.6 |
| 115thof 184 | Gemma 4 26B A4B | Index | 39.3 |
| 117thof 184 | GPT-5 | Index | 37.8 |
| 119thof 184 | Nemotron 3 Super | Index | 37.7 |
| 121stof 184 | Claude Sonnet 4 | Index | 37.6 |
| 122ndof 184 | Qwen3.5-35B-A3B | Index | 37 |
| 123rdof 184 | North Mini Code | Index | 36.5 |
| 124thof 184 | Qwen3 Coder Next | Index | 36.2 |
| 125thof 184 | Gemini 3.1 Flash-Lite | Index | 34.7 |
| 126thof 184 | Gemini 2.5 Pro | Index | 33.3 |
| 128thof 184 | Devstral 2 2512 | Index | 31.3 |
| 129thof 184 | Mercury 2 | Index | 31.1 |
| 130thof 184 | GPT OSS 120B | Index | 30.4 |
| 132ndof 184 | Qwen3.5 9B | Index | 28.7 |
| 134thof 184 | Command A | Index | 27.8 |
| 135thof 184 | Nemotron 3.5 Lightning | Index | 26.8 |
| 137thof 184 | Mistral Small 4 | Index | 26.6 |
| 139thof 184 | Trinity Large Thinking | Index | 25.8 |
| 140thof 184 | DeepSeek-R1 | Index | 24.6 |
| 141stof 184 | GPT-4o (2024-05-13) | Index | 24.2 |
| 142ndof 184 | Nova 2 Lite | Index | 23 |
| 143rdof 184 | Granite 4.2 8B | Index | 22.4 |
| 144thof 184 | Qwen3 235B A22B Thinking 2507 | Index | 22.1 |
| 145thof 184 | GPT-4 Turbo | Index | 21.5 |
| 147thof 184 | DeepSeek-V3 0324 | Index | 21.2 |
| 148thof 184 | Kimi K2 Thinking | Index | 21 |
| 149thof 184 | GPT OSS 20B | Index | 20.7 |
| 150thof 184 | Mistral Medium 3.1 | Index | 20.5 |
| 152ndof 184 | GPT-4.1 mini | Index | 20.2 |
| 154thof 184 | Mistral Large 3 2512 | Index | 20.1 |
| 156thof 184 | Qwen3 Next 80B A3B Thinking | Index | 17.4 |
| 157thof 184 | Llama 4 Maverick 17B | Index | 16.3 |
| 158thof 184 | o3 Mini High | Index | 16.3 |
| 159thof 184 | Solar Pro 3 | Index | 16.2 |
| 160thof 184 | GPT-5 mini | Index | 15.6 |
| 162ndof 184 | Qwen3 32B | Index | 15.3 |
| 163rdof 184 | Nemotron 3 Nano 30B A3B | Index | 14.4 |
| 164thof 184 | Ministral 3 14B 2512 | Index | 14.4 |
| 165thof 184 | nemotron-3-nano-omni | Index | 13.8 |
| 166thof 184 | Qwen3 14B | Index | 13.8 |
| 167thof 184 | GPT-4 (0613) | Index | 13.1 |
| 168thof 184 | Qwen3 30B A3B Thinking 2507 | Index | 12.1 |
| 169thof 184 | Llama 3.3 70B Instruct | Index | 11.9 |
| 170thof 184 | GPT-4o mini | Index | 11.4 |
| 172ndof 184 | GPT-4.1 nano | Index | 11.1 |
| 174thof 184 | GPT-3.5 Turbo | Index | 10.7 |
| 176thof 184 | Gemma 3 27B | Index | 10.1 |
| 177thof 184 | Ministral 3 8B 2512 | Index | 9.7 |
| 179thof 184 | Qwen3 8B | Index | 9 |
| 180thof 184 | Llama 4 Scout 17B | Index | 8.2 |
| 181stof 184 | Gemma 3 12B | Index | 5.8 |
| 182ndof 184 | Llama 3.1 8B Instruct | Index | 5.4 |
| 183rdof 184 | Ministral 3 3B 2512 | Index | 4.8 |
| 184thof 184 | Gemma 3 4B | Index | 2.7 |
Read from the board on 2026-09-16