AA Agentic Index - Artificial Analysis' composite agentic-capability index.
| # | Model | Vendor | Best score | Runs | Last seen |
|---|---|---|---|---|---|
| 1 | Gemini 3.5 Flash | 70.4 | 3 | 2026-06-01 | |
| 2 | Claude Opus 4.6 | Anthropic | 67.6 | 2 | 2026-06-01 |
| 3 | GLM-5-Turbo | Z.ai | 66.1 | 1 | 2026-05-02 |
| 4 | GLM-5.1 | Z.ai | 66 | 2 | 2026-05-02 |
| 5 | Qwen3.6 Max Preview | Alibaba | 64.8 | 1 | 2026-05-02 |
| 6 | Claude Opus 4.7 | Anthropic | 64.6 | 2 | 2026-06-01 |
| 7 | DeepSeek-V4-Pro | DeepSeek | 63.3 | 3 | 2026-06-29 |
| 8 | GLM-5 | Z.ai | 63.1 | 2 | 2026-05-02 |
| 9 | MiMo V2 Pro | Xiaomi | 62.8 | 1 | 2026-05-02 |
| 10 | Claude Sonnet 4.6 | Anthropic | 61.6 | 3 | 2026-05-02 |
| 11 | DeepSeek-V4-Flash | DeepSeek | 61.3 | 5 | 2026-08-01 |
| 12 | GLM 5V Turbo | Z.ai | 61.1 | 1 | 2026-06-01 |
| 13 | GPT-5.3 Codex | OpenAI | 60.5 | 1 | 2026-05-02 |
| 14 | GPT-5.2 | OpenAI | 60.2 | 3 | 2026-05-02 |
| 15 | Claude Opus 4.5 | Anthropic | 59.6 | 2 | 2026-05-06 |
| 16 | Opus 5 | Anthropic | 59.2 | 5 | 2026-07-25 |
| 17 | GLM-5.3 | Z.ai | 59.1 | 1 | 2026-08-19 |
| 18 | Kimi K2.6 | Moonshot | 58.7 | 3 | 2026-07-07 |
| 19 | Grok 4.6 | SpaceXAI | 58.7 | 4 | 2026-08-22 |
| 20 | MiMo V2 Omni | Xiaomi | 58.6 | 2 | 2026-05-02 |
| 21 | Qwen3.8 Max Preview | Alibaba | 58.4 | 1 | 2026-08-06 |
| 22 | GPT-5.4 | OpenAI | 58.2 | 3 | 2026-05-02 |
| 23 | GPT-5.6 Sol | OpenAI | 57.8 | 6 | 2026-07-10 |
| 24 | Grok 4.3 | SpaceXAI | 57.5 | 5 | 2026-05-23 |
| 25 | Qwen3.8 2.4T A95B | Alibaba | 57.1 | 1 | 2026-08-14 |
| 26 | Claude Fable 5 | Anthropic | 56.6 | 1 | 2026-06-10 |
| 27 | GPT-5.2 Codex | OpenAI | 56.5 | 1 | 2026-05-02 |
| 28 | MiniMax M2.5 | MiniMax | 55.6 | 1 | 2026-05-02 |
| 29 | Qwen3.5 27B | Alibaba | 54.6 | 2 | 2026-05-02 |
| 30 | GLM-4.7 | Z.ai | 54.3 | 2 | 2026-06-01 |
| 31 | Kimi K3 | Moonshot | 54.3 | 3 | 2026-07-31 |
| 32 | Grok 4.20 0309 V2 | SpaceXAI | 53.9 | 3 | 2026-06-18 |
| 33 | Qwen3.5 397B A17B | Alibaba | 53.3 | 2 | 2026-06-01 |
| 34 | Kimi K2.5 | Moonshot | 52.8 | 2 | 2026-06-01 |
| 35 | Qwen3.5 Omni Plus | Alibaba | 52.8 | 1 | 2026-05-02 |
| 36 | GPT-5 Codex | OpenAI | 52.7 | 1 | 2026-05-02 |
| 37 | JT-35B-Flash | China Mobile | 52.3 | 1 | 2026-05-13 |
| 38 | MiMo V2 Flash | Xiaomi | 52.1 | 3 | 2026-05-06 |
| 39 | Step 3.5 Flash | StepFun | 52 | 2 | 2026-06-18 |
| 40 | Gemini 3 Pro | 52 | 2 | 2026-05-02 | |
| 41 | Grok 4.20 | SpaceXAI | 50.9 | 1 | 2026-05-02 |
| 42 | Qwen3.8 27B | Alibaba | 50.9 | 4 | 2026-08-22 |
| 43 | MiMo V2.5 Pro | Xiaomi | 50.8 | 3 | 2026-07-07 |
| 44 | GPT-5.1 Codex | OpenAI | 50.7 | 1 | 2026-05-02 |
| 45 | Claude Sonnet 4.5 | Anthropic | 50.6 | 2 | 2026-06-01 |
| 46 | GPT-5.6 Terra | OpenAI | 50.2 | 6 | 2026-07-10 |
| 47 | Claude Sonnet 5 | Anthropic | 49.7 | 2 | 2026-07-02 |
| 48 | GPT-5 | OpenAI | 49.7 | 4 | 2026-07-04 |
| 49 | Gemini 3 Flash Preview | 49.7 | 2 | 2026-05-02 | |
| 50 | Claude Opus 4.8 | Anthropic | 49.4 | 1 | 2026-06-01 |
| 51 | Muse Spark 1.2 | Meta | 49.3 | 1 | 2026-08-06 |
| 52 | Grok4.5 | SpaceXAI | 48.9 | 1 | 2026-07-09 |
| 53 | ling-2-6-1t | InclusionAI | 48.2 | 1 | 2026-05-02 |
| 54 | Kimi K2 (Reasoning) | Moonshot | 47.9 | 1 | 2026-05-02 |
| 55 | Kimi K2 (Non-Reasoning) | Moonshot | 47.9 | 2 | 2026-05-02 |
| 56 | MiniMax M2 | MiniMax | 47.5 | 1 | 2026-05-02 |
| 57 | GPT-5.5 | OpenAI | 47.4 | 5 | 2026-06-01 |
| 58 | MiniMax M2.1 | MiniMax | 47.4 | 1 | 2026-05-02 |
| 59 | GPT-5.6 Luna | OpenAI | 46.9 | 6 | 2026-07-10 |
| 60 | Hy3-preview | Tencent | 46.7 | 2 | 2026-05-02 |
| 61 | GLM-4.7-Flash | Z.ai | 46 | 2 | 2026-06-01 |
| 62 | GLM-5.2 Full Open Source | Z.ai | 45.7 | 2 | 2026-07-11 |
| 63 | Gemini 3.7 Flash | 45.1 | 3 | 2026-08-14 | |
| 64 | Qwen3.5 35B A3B | Alibaba | 44.1 | 2 | 2026-05-02 |
| 65 | Qwen3 Max (Reasoning) | Alibaba | 43 | 1 | 2026-06-01 |
| 66 | Qwen3 Max (Non-Reasoning) | Alibaba | 43 | 1 | 2026-05-02 |
| 67 | GLM-4.6 | Z.ai | 42.9 | 2 | 2026-07-01 |
| 68 | JT-MINI | China Mobile | 42.4 | 1 | 2026-05-02 |
| 69 | GPT-5.4 nano | OpenAI | 41.6 | 3 | 2026-06-01 |
| 70 | Qwen3.5 Omni Flash | Alibaba | 41.6 | 1 | 2026-05-02 |
| 71 | Grok 4 | SpaceXAI | 41.5 | 1 | 2026-05-02 |
| 72 | Qwen3.5 9B | Alibaba | 41.1 | 2 | 2026-05-02 |
| 73 | GPT-5 mini | OpenAI | 40.9 | 3 | 2026-07-03 |
| 74 | Gemini 3.6 Flash | 40.5 | 1 | 2026-07-22 | |
| 75 | GPT-5.4 mini | OpenAI | 40.3 | 3 | 2026-06-01 |
| 76 | DeepSeek-V3.2 | DeepSeek | 39.8 | 2 | 2026-05-02 |
| 77 | ERNIE 5.0 Thinking Preview | Baidu | 39.7 | 1 | 2026-05-02 |
| 78 | Muse Spark 1.1 | Meta | 39.7 | 1 | 2026-07-11 |
| 79 | Grok 4 Fast | SpaceXAI | 39.5 | 2 | 2026-05-02 |
| 80 | Claude Sonnet 4 | Anthropic | 39.2 | 2 | 2026-06-01 |
| 81 | LongCat Flash Lite | Meituan | 38.8 | 1 | 2026-05-02 |
| 82 | GPT-5.1 Codex mini | OpenAI | 38.7 | 1 | 2026-05-02 |
| 83 | Nova 2.0 Omni Reasoning Medium | Amazon | 38.2 | 3 | 2026-06-01 |
| 84 | GPT-5.5 Instant | OpenAI | 38.1 | 3 | 2026-07-07 |
| 85 | Motif-3 | Motif Technologies | 37.6 | 1 | 2026-08-13 |
| 86 | Claude 3.7 Sonnet | Anthropic | 37 | 2 | 2026-05-02 |
| 87 | Mi:dm K 2.5 Pro | Korea Telecom | 36.8 | 1 | 2026-05-02 |
| 88 | Doubao Seed Code | ByteDance | 36.4 | 1 | 2026-05-02 |
| 89 | Qwen3.5 4B | Alibaba | 36.3 | 2 | 2026-05-02 |
| 90 | MiniMax M3 | MiniMax | 36.1 | 2 | 2026-07-07 |
| 91 | o3 | OpenAI | 36.1 | 1 | 2026-05-02 |
| 92 | o4-mini | OpenAI | 36.1 | 1 | 2026-05-02 |
| 93 | Grok Code Fast 1 | SpaceXAI | 35.6 | 1 | 2026-05-02 |
| 94 | Motif-3-Beta | Motif Technologies | 34.9 | 1 | 2026-07-21 |
| 95 | JT-4.1 Flash 236B A21B | China Mobile | 34.9 | 1 | 2026-07-10 |
| 96 | Gemini 2.5 Flash Preview 09-2025 | 34.7 | 2 | 2026-06-01 | |
| 97 | Inkling | Thinking Machines | 34.1 | 1 | 2026-07-16 |
| 98 | Solar Pro4 | Upstage | 33.6 | 1 | 2026-08-13 |
| 99 | Grok 4.1 Fast | SpaceXAI | 32.9 | 1 | 2026-05-02 |
| 100 | G9v3-39A5B | AI9Stars | 32.9 | 1 | 2026-08-04 |
Best tracked score per model (default configuration; source-attributed and verification-tiered). Open a model for its full benchmark surface, provenance and pricing.