LiveBench 2.0 Agentic
Long-running work: business apps extended over several turns of changing requirements, codebase operations over simulated months, extended coding and optimisation tasks; deterministic grading. LiveBench 2.0, refreshed with new questions each release to limit contamination.
| Category | Agents |
|---|---|
| Metric | Score (%) |
| Source | LiveBench (original) |
| License | None stated |
| Benchmark page | livebench.ai |
| Status | Scored |
| Weight | 1.1 within Agents |
| Fit | Discrimination 1.21, noise 0.46 |
Results
| # | Model | Provider | Result | Date |
|---|---|---|---|---|
| 1 | Claude Fable 5.2 | Anthropic | 82.9% | 2026-11-06 |
| 2 | GPT-6 Astra | OpenAI | 75.6% | 2026-11-06 |
| 3 | Claude Fable 5.1 | Anthropic | 74.2% | 2026-11-06 |
| 4 | Claude Opus 5.5 | Anthropic | 72.8% | 2026-11-06 |
| 5 | Gemini 4 Carbon | 72.7% | 2026-11-06 | |
| 6 | GPT-6.1 Sol | OpenAI | 65.6% | 2026-11-06 |
| 7 | Claude Sonnet 5.5 | Anthropic | 63.4% | 2026-11-06 |
| 8 | Gemini 4 Argon | 58.5% | 2026-11-06 | |
| 9 | GPT-6.1 Terra | OpenAI | 56.2% | 2026-11-06 |
| 10 | Muse Spark 1.3 | Meta | 47.9% | 2026-11-06 |
| 11 | Claude Haiku 5.5 | Anthropic | 47.9% | 2026-11-06 |
| 12 | Muse Wonder | Meta | 46.2% | 2026-11-06 |
| 13 | Grok 4.7 | xAI | 45.3% | 2026-11-06 |
| 14 | DeepSeek V4.1 Flash 1017 | DeepSeek | 38.8% | 2026-11-06 |
| 15 | Kimi K3.1 Pro | Moonshot AI | 38.7% | 2026-11-06 |
| 16 | MiMo-V2.6-Pro | Xiaomi | 36.4% | 2026-11-06 |
| 17 | Kimi K3 | Moonshot AI | 36.0% | 2026-11-06 |
| 18 | Qwen3.8 Max | Alibaba | 26.6% | 2026-11-06 |
| 19 | GPT-5.6 Terra | OpenAI | 25.9% | 2026-11-06 |
| 20 | MiniMax-M3.1-Flash | MiniMax | 25.7% | 2026-11-06 |
| 21 | GPT-6 Luna | OpenAI | 24.7% | 2026-11-06 |
| 22 | Mistral Large 4 Preview | Mistral | 24.7% | 2026-11-06 |
| 23 | GLM-5.3-Flash | Zhipu AI | 20.7% | 2026-11-06 |
| 24 | Step 5 Preview | StepFun | 19.4% | 2026-11-06 |
| 25 | Grok 4.6 | xAI | 18.7% | 2026-11-06 |
| 26 | Gemini 3.8 Flash | 16.5% | 2026-11-06 | |
| 27 | Qwen3.8 27B | Alibaba | 15.9% | 2026-11-06 |
| 28 | Muse Spark Open | Meta | 12.1% | 2026-11-06 |
| 29 | Nemotron 3.5 Super VL 120B A12B | NVIDIA | 12.0% | 2026-11-06 |
| 30 | Inkling | Thinking Machines | 9.8% | 2026-11-06 |
| 31 | Mistral Large 4 | Mistral | 9.2% | 2026-11-06 |
| 32 | Gemma 4 31B IT | 8.5% | 2026-11-06 |