Aider Polyglot
Harbor nativeAider Polyglot: 6种语言diff编辑
- Samples
- 225
- Released
- 2024
- Scores
- 61
Live Code Bench
LiveCodeBench: 持续更新竞赛编程题
$ npm i -g lettokenburn-cli$ ltb bench run livecodebench/livecodebench@1 --benchmark livecodebench -a claude-code -m anthropic/claude-opus-4-8$ ltb bench push
Harbor-native: you can also call Harbor directly.
$ harbor run -d livecodebench/livecodebench@1 -a claude-code -m anthropic/claude-opus-4-8
Runs happen on your machine with your own subscription; only the score summary is pushed. CLI docs
| Harness | Source | Confidence | Link | |||
|---|---|---|---|---|---|---|
| Kimi K2.5 | 85.0 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| Qwen 3.5 | 83.6 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| Mistral Large | 82.8 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| Gemini 3.1 Pro | 81.3 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| MiMo-V2-Flash | 80.6 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| Grok 3 | 79.4 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| Claude Opus 4.6 | 76.0 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| DeepSeek V3.2 | 74.1 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| Claude Sonnet 4.6 | 72.4 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| Gemini 3 Pro | 71.0 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| DeepSeek R1 | 65.9 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| MiniMax M2.5 | 65.0 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| GPT-oss 120B | 60.0 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| GLM-5 | 52.0 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
| Llama 4 Maverick | 43.4 | N/A | Self-reported | low | Jun 1, 2026 | livecodebench.github.io |
Every number links to where it was published. Low-confidence rows are muted and need per-cell verification.
LiveCodeBench (Live Code Bench) — 持续更新竞赛编程题. Scoring: Pass@1. Difficulty: 高. Imported from benchmark_research.md (2026-06).