AA Coding Index
| # | Model | Score | Observed | |
|---|---|---|---|---|
| 1 | GPT-5.6 SolOpenAI | 77.4 mirror | Jul 23, 2026 | |
| 2 | GPT-5.6 TerraOpenAI | 76.7 mirror | Jul 23, 2026 | |
| 3 | Claude Fable 5Anthropic | 76.5 mirror | Jul 23, 2026 | |
| 4 | Kimi K3Moonshot AI | 76.2 mirror | Jul 23, 2026 | |
| 5 | GPT-5.5OpenAI | 74.9 independent | Jul 24, 2026 | |
| 6 | Claude Opus 4.8Anthropic | 74.3 mirror | Jul 23, 2026 | |
| 7 | Claude Opus 4.7Anthropic | 73.6 mirror | Jul 23, 2026 | |
| 8 | Grok 4.5xAI | 72.4 mirror | Jul 23, 2026 | |
| 9 | Claude Sonnet 5Anthropic | 71.5 independent | Jul 24, 2026 | |
| 10 | GPT-5.6 LunaOpenAI | 71.4 independent | Jul 24, 2026 | |
| 11 | Muse Spark 1.1Meta | 71.3 mirror | Jul 23, 2026 | |
| 12 | GPT-5.4OpenAI | 71.1 mirror | Jul 23, 2026 | |
| 13 | Gemini 3.5 FlashGoogle | 70.1 independent | Jul 24, 2026 | |
| 14 | Gemini 3.6 FlashGoogle | 69.2 mirror | Jul 23, 2026 | |
| 15 | Gemini 3.1 Pro PreviewGoogle | 68.8 mirror | Jul 23, 2026 | |
| 15 | GLM-5.2Zhipu AI | 68.8 mirror | Jul 23, 2026 | |
| 17 | Qwen3.7 MaxAlibaba | 66.0 mirror | Jul 23, 2026 | |
| 18 | Claude Sonnet 4.6Anthropic | 63.0 mirror | Jul 23, 2026 | |
| 19 | Kimi K2.6Moonshot AI | 61.8 mirror | Jul 23, 2026 | |
| 20 | Kimi K2.7 CodeMoonshot AI | 60.8 mirror | Jul 23, 2026 | |
| 21 | DeepSeek V4 ProDeepSeek | 59.4 mirror | Jul 23, 2026 | |
| 22 | MiniMax-M3MiniMax (minimax.io) | 58.6 independent | Jul 24, 2026 | |
| 23 | DeepSeek V4 FlashDeepSeek | 56.2 mirror | Jul 23, 2026 | |
| 24 | GPT-5.4 nanoOpenAI | 56.1 mirror | Jul 23, 2026 | |
| 24 | GPT-5.4 miniOpenAI | 56.1 mirror | Jul 23, 2026 | |
| 26 | Qwen3.7 PlusAlibaba | 55.9 mirror | Jul 23, 2026 | |
| 27 | GLM-5.1Zhipu AI | 55.8 mirror | Jul 23, 2026 | |
| 28 | Qwen3.6 PlusAlibaba | 54.5 mirror | Jul 23, 2026 | |
| 29 | Qwen3.6 27BAlibaba | 53.7 mirror | Jul 23, 2026 | |
| 30 | MiniMax-M2.7MiniMax (minimax.io) | 52.6 independent | Jul 24, 2026 | |
| 31 | Claude Sonnet 4.5 (latest)Anthropic | 52.1 mirror | Jul 23, 2026 | |
| 32 | Grok Build 0.1xAI | 51.5 independent | Jul 24, 2026 | |
| 33 | GPT-5.1OpenAI | 49.4 independent | Jul 24, 2026 | |
| 34 | Gemini 3.5 Flash LiteGoogle | 49.3 independent | Jul 24, 2026 | |
| 34 | Nemotron 3 Ultra 550B A55BNvidia | 49.3 mirror | Jul 23, 2026 | |
| 36 | Qwen3.5 397B-A17BAlibaba | 48.2 independent | Jul 24, 2026 | |
| 37 | Kimi K2.5Moonshot AI | 46.8 mirror | Jul 23, 2026 | |
| 38 | GLM-4.6Zhipu AI | 45.8 mirror | Jul 23, 2026 | |
| 39 | Qwen3.5 122B-A10BAlibaba | 45.7 independent | Jul 24, 2026 | |
| 40 | GLM-4.7Zhipu AI | 45.3 mirror | Jul 23, 2026 | |
| 41 | DeepSeek V3.2DeepSeek | 44.2 mirror | Jul 23, 2026 | |
| 42 | Claude Haiku 4.5 (latest)Anthropic | 43.9 mirror | Jul 23, 2026 | |
| 43 | Gemma 4 31B ITGoogle | 43.4 mirror | Jul 23, 2026 | |
| 44 | Grok 4.3xAI | 42.2 mirror | Jul 23, 2026 | |
| 45 | Qwen3.6 35B-A3BAlibaba | 41.9 mirror | Jul 23, 2026 | |
| 46 | o1OpenAI | 39.7 mirror | Jul 23, 2026 | |
| 47 | Step 3.7 FlashStepFun (China) | 39.6 mirror | Jul 23, 2026 | |
| 48 | Gemma 4 26B A4B ITGoogle | 39.3 mirror | Jul 23, 2026 | |
| 49 | GPT-5OpenAI | 37.8 independent | Jul 24, 2026 | |
| 50 | Nemotron 3 SuperNvidia | 37.7 mirror | Jul 23, 2026 | |
| 51 | Qwen3.5 35B-A3BAlibaba | 37.0 mirror | Jul 23, 2026 | |
| 52 | Gemini 3.1 Flash Lite PreviewGoogle | 34.7 mirror | Jul 23, 2026 | |
| 53 | Gemini 2.5 ProGoogle | 33.3 independent | Jul 24, 2026 | |
| 54 | Devstral 2Mistral | 31.3 mirror | Jul 23, 2026 | |
| 55 | Mercury 2Inception | 31.1 independent | Jul 24, 2026 | |
| 56 | DeepSeek R1DeepSeek | 24.6 independent | Jul 24, 2026 | |
| 57 | GPT-4oOpenAI | 24.2 mirror | Jul 23, 2026 | |
| 58 | Qwen3 235B-A22BthinkingAlibaba | 22.1 mirror | Jul 23, 2026 | |
| 59 | GPT-4 TurboOpenAI | 21.5 mirror | Jul 23, 2026 | |
| 60 | Kimi K2 ThinkingthinkingMoonshot AI | 21.0 mirror | Jul 23, 2026 | |
| 61 | GPT-4.1 miniOpenAI | 20.2 mirror | Jul 23, 2026 | |
| 62 | Qwen3-Next 80B-A3B (Thinking)thinkingAlibaba | 17.4 mirror | Jul 23, 2026 | |
| 63 | o3-minihigh-effortOpenAI | 16.3 independent | Jul 24, 2026 | |
| 64 | GPT-5 MiniOpenAI | 15.6 independent | Jul 24, 2026 | |
| 65 | Qwen3 32BAlibaba | 15.3 mirror | Jul 23, 2026 | |
| 66 | nemotron-3-nano-30b-a3bNvidia | 14.4 mirror | Jul 23, 2026 | |
| 67 | Qwen3 14BAlibaba | 13.8 mirror | Jul 23, 2026 | |
| 68 | GPT-4OpenAI | 13.1 mirror | Jul 23, 2026 | |
| 69 | Llama-3.3-70B-InstructMeta | 11.9 mirror | Jul 23, 2026 | |
| 70 | GPT-4o miniOpenAI | 11.4 mirror | Jul 23, 2026 | |
| 71 | GPT-4.1 nanoOpenAI | 11.1 mirror | Jul 23, 2026 | |
| 72 | GPT-3.5-turboOpenAI | 10.7 mirror | Jul 23, 2026 | |
| 73 | Qwen3 8BAlibaba | 9.0 mirror | Jul 23, 2026 |
Bars on a 0–77.4 index scale. Scores link to model pages; every number keeps its source on the model page.