LiveBench 2.0 Coding
Real merged-PR bug fixes on a frozen monorepo; deterministic grading, a regression scores 0. LiveBench 2.0, refreshed with new questions each release to limit contamination.
| Category | Coding |
|---|---|
| Metric | Score (%) |
| Source | LiveBench (original) |
| License | None stated |
| Benchmark page | livebench.ai |
| Status | Scored |
| Weight | 1.0 within Coding |
| Fit | Discrimination 0.77, noise 0.18 |
Results
| # | Model | Provider | Result | Date |
|---|---|---|---|---|
| 1 | Gemini 4 Carbon | 91.0% | 2026-11-06 | |
| 2 | Claude Fable 5.1 | Anthropic | 89.7% | 2026-11-06 |
| 3 | GPT-6.1 Terra | OpenAI | 89.2% | 2026-11-06 |
| 4 | GPT-6 Astra | OpenAI | 87.5% | 2026-11-06 |
| 5 | Claude Opus 5.5 | Anthropic | 87.1% | 2026-11-06 |
| 6 | Gemini 4 Argon | 85.7% | 2026-11-06 | |
| 7 | GPT-5.6 Terra | OpenAI | 84.2% | 2026-11-06 |
| 8 | Muse Spark 1.3 | Meta | 83.1% | 2026-11-06 |
| 9 | GPT-6.1 Sol | OpenAI | 82.1% | 2026-11-06 |
| 10 | DeepSeek V4.1 Flash 1017 | DeepSeek | 80.4% | 2026-11-06 |
| 11 | Mistral Large 4 Preview | Mistral | 79.4% | 2026-11-06 |
| 12 | Claude Fable 5.2 | Anthropic | 79.2% | 2026-11-06 |
| 13 | Claude Haiku 5.5 | Anthropic | 77.6% | 2026-11-06 |
| 14 | Claude Sonnet 5.5 | Anthropic | 77.2% | 2026-11-06 |
| 15 | Grok 4.6 | xAI | 76.7% | 2026-11-06 |
| 16 | Muse Wonder | Meta | 74.9% | 2026-11-06 |
| 17 | Grok 4.7 | xAI | 73.1% | 2026-11-06 |
| 18 | GLM-5.3-Flash | Zhipu AI | 70.9% | 2026-11-06 |
| 19 | GPT-6 Luna | OpenAI | 70.8% | 2026-11-06 |
| 20 | Step 5 Preview | StepFun | 69.4% | 2026-11-06 |
| 21 | Qwen3.8 27B | Alibaba | 69.3% | 2026-11-06 |
| 22 | MiniMax-M3.1-Flash | MiniMax | 68.8% | 2026-11-06 |
| 23 | Kimi K3.1 Pro | Moonshot AI | 67.8% | 2026-11-06 |
| 24 | Gemini 3.8 Flash | 65.7% | 2026-11-06 | |
| 25 | MiMo-V2.6-Pro | Xiaomi | 64.5% | 2026-11-06 |
| 26 | Qwen3.8 Max | Alibaba | 60.9% | 2026-11-06 |
| 27 | Muse Spark Open | Meta | 55.1% | 2026-11-06 |
| 28 | Nemotron 3.5 Super VL 120B A12B | NVIDIA | 54.1% | 2026-11-06 |
| 29 | Kimi K3 | Moonshot AI | 53.1% | 2026-11-06 |
| 30 | Inkling | Thinking Machines | 48.7% | 2026-11-06 |
| 31 | Mistral Large 4 | Mistral | 44.4% | 2026-11-06 |
| 32 | Gemma 4 31B IT | 20.3% | 2026-11-06 |