SWE-Arena: leaderboard
Software Engineering Arena: head-to-head Elo-rated coding evaluation where 37 models solve real software engineering tasks, judged by pairwise human preference.
Metric: Elo Score. Source: huggingface.co. Source: swe-arena.com. Source: huggingface.co. 37 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Voxtral-Small-24B-2507 | 1004 | #581 |
| 2 | Claude 3.5 Sonnet | 1002 | #350 |
| 3 | DeepSeek V3.1 | 1002 | #264 |
| 4 | O3 | 1002 | #124 |
| 5 | GLM 4.5 Air | 1002 | #392 |
| 6 | Qwen 3 VL 30B A3B (Thinking) | 1002 | #351 (Qwen 3 VL 30B A3B) |
| 7 | Grok 3 Mini | 1002 | #281 |
| 8 | ministral-3B-2512 | 1002 | #917 |
| 9 | Mistral 7B Instruct | 1002 | #1363 |
| 10 | Hermes-2-Pro-Llama-3-8B | 1002 | #1127 |
| 11 | GLM-4 32B | 1002 | #459 |
| 12 | ERNIE 4.5 VL 28B A3B | 1002 | #695 |
| 13 | GPT-4o | 1000 | #343 |
| 14 | Gemini 2.5 Pro (Preview 06-05) | 1000 | #106 |
| 15 | Gemini 2.5 Pro | 998 | #152 |
Interactive version: theaggregate.ai/benchmark?slug=swe-arena · How It Works · Data refreshed daily, snapshot 2026-10-20.