- Context
- 262Ktokens
- Released
- 1y 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 #109
- 1456
Claude Sonnet 4.5Similar release date - 1435
GPT-5Nearby rank - 1435
Beam 1.0 501B A23BNearby rank - 1434
Qwen3 Max Preview - 1434
GLM 5V TurboNearby rank - 1434
MiMo-V2.5Nearby rank - 1417
DeepSeek V3.1Similar release date - 1399
Qwen3 Next 80B A3B InstructSimilar release date - 1379
Gemini 2.5 Flash-Lite Preview 09-2025Similar release date
Ahead of 3 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 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 #1091434
- default143495% CI 1430 to 1439 · 27,301 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.