LMArena Coding Arena 代码能力排行榜
基于 LMArena Coding Arena 用户匿名投票的最新AI大模型代码编程能力排行榜，涵盖各模型的 Elo 得分、95% 置信区间、投票量、机构与许可证。
Top Model
Opus 4.7 (thinking)
Top Score
1572.00
Model Count
200
Data version
2026年04月24日
Data source: LM Arena
About This Leaderboard
This leaderboard ranks AI models by coding ability. Data comes from LMArena (formerly LMSYS Chatbot Arena)'s Coding sub-track, evaluated through anonymous blind testing by real users on programming tasks.
Methodology Overview
Blind testing: Users submit coding questions, two anonymous models generate code answers, and users vote for the better response — eliminating brand bias.
Elo scoring: Uses the Bradley-Terry model to calculate Elo scores. Higher scores mean users more frequently prefer that model's code solutions.
Filters
Ranking Table
| Rank | Model | Score | 95% CI | Votes | Organization | License |
|---|---|---|---|---|---|---|
| Opus 4.7 (thinking) | 1572.00 | +/-17 | 1,266 | Anthropic | Proprietary | |
Data is for reference only. Official sources are authoritative. Click model names to view DataLearner model profiles.