LiveBench Agentic Coding
LiveBench agentic coding category.
- Published by
- LiveBench
- Category
- Agents & tools
- Index weight
- Reference only
- Models
- 52
- Data as of
- 9 Sept 2026
LiveBench (livebench.ai), White et al. 2024.
- 1Claude Fable 5.166.1%
- 2Claude Opus 565.2%
- 3Deepseek v4 Flash Vision65.1%
- 4Qwen3 864.7%
- 5Muse Spark 1.364.1%
- 6Kimi K362.2%
- 7Claude Fable 562.2%
- 8Qwen3.8-Flash-Next61.6%
- 9Qwen 3.8 27B61.4%
- 10Smaug Flash61.1%
- 11GLM-5.360.9%
- 12Smaug Mini60.8%
- 13Claude Sonnet 559.4%
- 14Muse Spark 1.158.5%
- 15Gemini 3.7 Flash58.3%
52 of 52
| # | |||||
|---|---|---|---|---|---|
| 1 |  Claude Fable 5.1Anthropic | 66.1% | – | 70.2 | – |
| 2 | Claude Opus 5Anthropic | 65.2% | – | 66.8 | – |
| 3 |  Deepseek v4 Flash VisionDeepSeek | 65.1% | – | 57.4 | – |
| 4 |  Qwen3 8Alibaba | 64.7% | – | 63.9 | – |
| 5 |  Muse Spark 1.3Meta | 64.1% | – | 63.9 | – |
| 6 |  Kimi K3Moonshot AIopen | 62.2% | kimi-k3 | 66.5 | – |
| 7 | Claude Fable 5Anthropic | 62.2% | – | 65.8 | – |
| 8 | Qwen3.8-Flash-NextAlibabaopen | 61.6% | – | 59.3 | – |
| 9 | Qwen 3.8 27BAlibabaopen | 61.4% | – | 57.1 | – |
| 10 | Smaug FlashUnknown | 61.1% | – | – | – |
| 11 |  GLM-5.3Zhipu AIopen | 60.9% | glm-5.3 | – | – |
| 12 | Smaug MiniUnknown | 60.8% | – | – | – |
| 13 | Claude Sonnet 5Anthropic | 59.4% | – | 57.3 | – |
| 14 | Muse Spark 1.1Meta | 58.5% | – | 56.4 | – |
| 15 |  Gemini 3.7 FlashGoogle | 58.3% | – | 60.8 | – |
| 16 | Muse Spark 1.2Meta | 57.6% | – | 61.3 | – |
| 17 |  GPT-6 AstraOpenAI | 57.3% | – | 70.6 | – |
| 18 |  Grok 4.6xAI | 57.0% | grok-4.6 | 63.6 | – |
| 19 | GLM-5.3-FlashZhipu AIopen | 56.8% | – | 61.0 | – |
| 20 | Grok 4.5xAI | 56.5% | grok-4.5 | 63.4 | – |
| 21 | GPT-5.6 SolOpenAI | 56.2% | – | 65.5 | – |
| 22 | DeepSeek V4 ProDeepSeekopen | 55.0% | 0813 | 59.7 | – |
| 23 | GPT-5.6 TerraOpenAI | 55.0% | – | 58.0 | – |
| 24 | Gemini 3.8 FlashGoogle | 54.2% | – | 60.1 | – |
| 25 | GPT-5.5OpenAI | 54.0% | – | 63.7 | – |
| 26 | GPT-5.4OpenAI | 53.8% | – | 61.3 | – |
| 27 | Ox AlphaUnknown | 52.6% | – | – | – |
| 28 | GLM-5.2Zhipu AIopen | 51.8% | glm-5.2 | 57.4 | – |
| 29 | Claude Opus 4.7Anthropic | 50.7% | – | 57.2 | – |
| 30 | Claude Opus 4.8Anthropic | 50.5% | – | 59.4 | – |
| 31 | GPT-5.2OpenAI | 50.3% | – | 55.5 | – |
| 32 | GPT-5.2 CodexOpenAI | 49.4% | – | 60.7 | – |
| 33 | Claude Opus 4.6Anthropic | 49.0% | – | 61.3 | – |
| 34 | Gemini 3.5 FlashGoogle | 49.0% | – | 60.4 | – |
| 35 | GPT-5.6 LunaOpenAI | 48.4% | – | 56.5 | – |
| 36 | Kimi K2.6Moonshot AIopen | 46.9% | – | – | – |
| 37 | DeepSeek V4 FlashDeepSeekopen | 46.8% | 0731 | 59.1 | – |
| 38 | GPT-5.4 nanoOpenAI | 46.8% | – | – | – |
| 39 | Grok Build 0.1xAI | 45.8% | – | 56.1 | – |
| 40 | Kimi K2.7 CodeMoonshot AIopen | 45.7% | – | 56.2 | – |
| 41 | Gemini 3.5 Flash LiteGoogle | 45.3% | – | 44.0 | – |
| 42 | Gemini 3.1 ProGoogle | 44.1% | – | 60.7 | – |
| 43 | Qwen3 7Alibaba | 43.6% | – | 58.9 | – |
| 44 | Gemini 3.6 FlashGoogle | 43.4% | – | 58.6 | – |
| 45 | Claude Sonnet 4.6Anthropic | 42.6% | – | 51.8 | – |
| 46 | GPT-5.4 miniOpenAI | 41.7% | – | 46.0 | – |
| 47 | Qwen3.6 PlusAlibabaopen | 41.4% | – | 59.0 | – |
| 48 |  MiniMax-M3MiniMaxopen | 40.7% | minimax-m3 | 56.9 | – |
| 49 | Claude Opus 4.5Anthropic | 39.7% | – | 56.6 | – |
| 50 | Qwen3.6 27BAlibabaopen | 39.3% | – | 53.2 | – |
| 51 |  Nemotron 3 Ultra 550B A55BNVIDIAopen | 38.7% | – | 58.3 | – |
| 52 | Grok 4.3xAI | 18.5% | grok-4.3 | 57.8 | – |