AA Coding Index
| # | Model | Score | Observed | |
|---|---|---|---|---|
| 1 | Claude Fable 5.1Anthropic | 81.6 independent | Sep 2, 2026 | |
| 2 | Claude Opus 5Anthropic | 78.0 mirror | Jul 25, 2026 | |
| 3 | GPT-5.6 SolOpenAI | 77.4 mirror | Jul 23, 2026 | |
| 4 | GPT-6 AstraOpenAI | 76.9 independent | Sep 5, 2026 | |
| 5 | Grok 4.6xAI | 76.8 mirror | Aug 12, 2026 | |
| 6 | GPT-5.6 TerraOpenAI | 76.7 mirror | Jul 23, 2026 | |
| 7 | Claude Fable 5Anthropic | 76.5 mirror | Jul 23, 2026 | |
| 8 | Gemini 3.8 FlashGoogle | 76.3 mirror | Sep 3, 2026 | |
| 9 | Kimi K3Moonshot AI | 76.2 mirror | Jul 23, 2026 | |
| 9 | Qwen3.8 MaxAlibaba | 76.2 mirror | Sep 16, 2026 | |
| 11 | Gemini 3.7 FlashGoogle | 76.1 mirror | Aug 14, 2026 | |
| 12 | GPT-5.5OpenAI | 74.9 independent | Jul 24, 2026 | |
| 13 | GLM-5.3Zhipu AI | 74.8 mirror | Aug 27, 2026 | |
| 14 | Claude Opus 4.8Anthropic | 74.3 mirror | Jul 23, 2026 | |
| 15 | Claude Opus 4.7Anthropic | 73.6 mirror | Jul 23, 2026 | |
| 16 | Grok 4.5xAI | 72.4 mirror | Jul 23, 2026 | |
| 17 | Muse Spark 1.2Meta | 72.2 independent | Aug 6, 2026 | |
| 18 | Claude Sonnet 5Anthropic | 71.5 independent | Jul 24, 2026 | |
| 18 | GLM-5.3-FlashZhipu AI | 71.5 independent | Aug 27, 2026 | |
| 20 | GPT-5.6 LunaOpenAI | 71.4 independent | Jul 24, 2026 | |
| 21 | Muse Spark 1.1Meta | 71.3 mirror | Jul 23, 2026 | |
| 22 | GPT-5.4OpenAI | 71.1 mirror | Jul 23, 2026 | |
| 23 | Gemini 3.5 FlashGoogle | 70.1 independent | Jul 24, 2026 | |
| 24 | Gemini 3.6 FlashGoogle | 69.2 mirror | Jul 23, 2026 | |
| 25 | DeepSeek V4 FlashDeepSeek | 69.1 mirror | Jul 31, 2026 | |
| 26 | DeepSeek V4 ProDeepSeek | 68.8 mirror | Aug 13, 2026 | |
| 26 | Gemini 3.1 Pro PreviewGoogle | 68.8 mirror | Sep 5, 2026 | |
| 26 | GLM-5.2Zhipu AI | 68.8 mirror | Jul 23, 2026 | |
| 29 | Qwen3.7 MaxAlibaba | 66.0 mirror | Jul 23, 2026 | |
| 30 | Claude Sonnet 4.6Anthropic | 63.0 mirror | Jul 23, 2026 | |
| 31 | Kimi K2.6Moonshot AI | 61.8 mirror | Jul 23, 2026 | |
| 32 | Kimi K2.7 CodeMoonshot AI | 60.8 mirror | Jul 23, 2026 | |
| 33 | MiniMax-M3MiniMax (minimax.io) | 58.6 independent | Jul 24, 2026 | |
| 34 | GPT-5.4 nanoOpenAI | 56.1 mirror | Jul 23, 2026 | |
| 34 | GPT-5.4 miniOpenAI | 56.1 mirror | Jul 23, 2026 | |
| 36 | Qwen3.7 PlusAlibaba | 55.9 mirror | Jul 23, 2026 | |
| 37 | GLM-5.1Zhipu AI | 55.8 mirror | Jul 23, 2026 | |
| 38 | Qwen3.6 PlusAlibaba | 54.5 mirror | Jul 23, 2026 | |
| 39 | Qwen3.6 27BAlibaba | 53.7 mirror | Jul 23, 2026 | |
| 40 | MiniMax-M2.7MiniMax (minimax.io) | 52.6 independent | Jul 24, 2026 | |
| 41 | Claude Sonnet 4.5 (latest)Anthropic | 52.1 mirror | Jul 23, 2026 | |
| 42 | Grok Build 0.1xAI | 51.5 independent | Jul 24, 2026 | |
| 43 | GPT-5.1OpenAI | 49.4 independent | Jul 24, 2026 | |
| 44 | Gemini 3.5 Flash LiteGoogle | 49.3 independent | Jul 24, 2026 | |
| 44 | Nemotron 3 Ultra 550B A55BNvidia | 49.3 mirror | Jul 23, 2026 | |
| 46 | Qwen3.5 397B-A17BAlibaba | 48.2 independent | Jul 24, 2026 | |
| 47 | Kimi K2.5Moonshot AI | 46.8 mirror | Jul 23, 2026 | |
| 48 | GLM-4.6Zhipu AI | 45.8 mirror | Jul 23, 2026 | |
| 49 | Qwen3.5 122B-A10BAlibaba | 45.7 independent | Jul 24, 2026 | |
| 50 | GLM-4.7Zhipu AI | 45.3 mirror | Jul 23, 2026 | |
| 51 | DeepSeek V3.2DeepSeek | 44.2 mirror | Jul 23, 2026 | |
| 52 | Claude Haiku 4.5 (latest)Anthropic | 43.9 mirror | Jul 23, 2026 | |
| 53 | Gemma 4 31B ITGoogle | 43.4 mirror | Aug 7, 2026 | |
| 54 | Grok 4.3xAI | 42.2 mirror | Jul 23, 2026 | |
| 55 | Qwen3.6 35B-A3BAlibaba | 41.9 mirror | Jul 23, 2026 | |
| 56 | o1OpenAI | 39.7 mirror | Jul 23, 2026 | |
| 57 | Step 3.7 FlashStepFun (China) | 39.6 mirror | Jul 23, 2026 | |
| 58 | Gemma 4 26B A4B ITGoogle | 39.3 mirror | Jul 23, 2026 | |
| 59 | GPT-5OpenAI | 37.8 independent | Jul 24, 2026 | |
| 60 | Nemotron 3 SuperNvidia | 37.7 mirror | Jul 23, 2026 | |
| 61 | Qwen3.5 35B-A3BAlibaba | 37.0 mirror | Jul 23, 2026 | |
| 62 | Gemini 3.1 Flash Lite PreviewGoogle | 34.7 mirror | Jul 23, 2026 | |
| 63 | Gemini 2.5 ProGoogle | 33.3 independent | Jul 24, 2026 | |
| 64 | Devstral 2Mistral | 31.3 mirror | Jul 23, 2026 | |
| 65 | Mercury 2Inception | 31.1 independent | Jul 24, 2026 | |
| 66 | DeepSeek R1DeepSeek | 24.6 independent | Jul 24, 2026 | |
| 67 | GPT-4oOpenAI | 24.2 mirror | Jul 23, 2026 | |
| 68 | Qwen3 235B-A22BthinkingAlibaba | 22.1 mirror | Jul 23, 2026 | |
| 69 | GPT-4 TurboOpenAI | 21.5 mirror | Jul 23, 2026 | |
| 70 | Kimi K2 ThinkingthinkingMoonshot AI | 21.0 mirror | Jul 23, 2026 | |
| 71 | GPT-4.1 miniOpenAI | 20.2 mirror | Jul 23, 2026 | |
| 72 | Qwen3-Next 80B-A3B (Thinking)thinkingAlibaba | 17.4 mirror | Jul 23, 2026 | |
| 73 | o3-minihigh-effortOpenAI | 16.3 independent | Jul 24, 2026 | |
| 74 | GPT-5 MiniOpenAI | 15.6 independent | Jul 24, 2026 | |
| 75 | Qwen3 32BAlibaba | 15.3 mirror | Jul 23, 2026 | |
| 76 | nemotron-3-nano-30b-a3bNvidia | 14.4 mirror | Jul 23, 2026 | |
| 77 | Qwen3 14BAlibaba | 13.8 mirror | Jul 23, 2026 | |
| 78 | GPT-4OpenAI | 13.1 mirror | Jul 23, 2026 | |
| 79 | Llama-3.3-70B-InstructMeta | 11.9 mirror | Jul 23, 2026 | |
| 80 | GPT-4o miniOpenAI | 11.4 mirror | Jul 23, 2026 | |
| 81 | GPT-4.1 nanoOpenAI | 11.1 mirror | Jul 23, 2026 | |
| 82 | GPT-3.5-turboOpenAI | 10.7 mirror | Jul 23, 2026 | |
| 83 | Qwen3 8BAlibaba | 9.0 mirror | Jul 23, 2026 |
Bars on a 0–81.6 index scale. Scores link to model pages; every number keeps its source on the model page.