Software Engineering Arena: leaderboard
Software Engineering Arena (SE-Arena) — head-to-head arena where models tackle software-engineering tasks, ranked by preference votes; Elo rating.
Metric: Elo Rating. Source: huggingface.co. 37 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Voxtral Small 24B 2507 | 1003.98 | |
| 2 | o3 | 1002.01 | |
| 3 | Claude 3.5 Sonnet | 1002 | #350 |
| 4 | Grok 3 Mini | 1002 | #281 |
| 5 | Hermes 2 Pro - Llama-3 8B | 1002 | |
| 6 | Mistral 7B Instruct | 1002 | #1363 |
| 7 | GLM 4.5 Air | 1002 | #392 |
| 8 | Llemma 7b | 1002 | |
| 9 | GLM 4 32B | 1002 | |
| 10 | DeepSeek V3.1 | 1002 | #264 |
Interactive version: theaggregate.ai/benchmark?slug=software-engineering-arena · How It Works · Data refreshed daily, snapshot 2026-10-20.