- Context
- 256Ktokens
- Released
- 9mo ago
Benchmarks
DeepSWE is the primary coding benchmark where an exact model evaluation exists. Arena leaderboards and other sourced evaluations appear below; missing scores are not zero.
How it ranks
Against its predecessor, similarly priced models and the models ranked around it.
DeepSWE 1.1
Best pass@1 per model · Higher is better
Not evaluated in DeepSWE 1.1
Arena Text
Best Arena rating per model · Higher is better
Arena #68
- 1472
Claude Sonnet 4.6Similar release date - 1457
GLM 5Similar release date - 1457
GPT-6 SolNearby rank - 1457
Seed 2.0 Pro - 1456
Grok 4.6Nearby rank - 1456Claude Sonnet 4.5Nearby rank
- 1441
Qwen3.5 397B A17BSimilar release date - 1391
MiniMax M2.5Similar release date
Ahead of 2 of 4 models released around the same time
Arena WebDev
Best Arena rating per model · Higher is better
Not ranked on Arena WebDev yet
Arena Vision
Best Arena rating per model · Higher is better
Arena #48
- 1280
Gemini 3.1 Pro PreviewSimilar release date - 1275Claude Sonnet 4.6Similar release date
- 1261Claude Sonnet 5Nearby rank
- 1258GPT-6 SolNearby rank
- 1256Seed 2.0 Pro
- 1255GPT-5.6 LunaNearby rank
- 1252
Kimi K2.5Similar release date - 1246Qwen3.5 397B A17BSimilar release date
Ahead of 0 of 4 models released around the same time
Arena Search
Best Arena rating per model · Higher is better
Not ranked on Arena Search yet
Agent Arena
Best IPS score per model · Higher is better
Not ranked on Agent Arena yet
Not evaluated in DeepSWE 1.1 as of 2026-09-22. Results are only shown for exact model versions in the official dataset. Official leaderboard.
All published scores
- Arena TextArena #681457
- default145795% CI 1453 to 1460 · 78,230 votes
- Arena VisionArena #481256
- default125695% CI 1249 to 1264 · 10,929 votes
Arena ratings: Arena (lmarena-ai/leaderboard-dataset), licensed CC BY 4.0. Ratings come from pairwise human votes and are only comparable within one leaderboard; the interval is Arena's 95% confidence interval. Model names are matched to the Vertical Tabs catalog.