- Released
- 2y ago
- Size
- 8Bparameters
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
Not ranked on Arena Text yet
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 #158
- 1161
Claude Sonnet 3.5 v2Similar release date - 1118
GPT-4o (2024-08-06)Similar release date - 1032
Llama-3.2-90B-Vision-InstructSimilar release date - 1025
Pixtral 12BSimilar release date - 1001
Aya Vision 32BNearby rank - 1000Claude Haiku 3Nearby rank
- 994
Molmo 7B-D - 993Llama-3.2-11B-Vision-InstructNearby rank
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 VisionArena #158994
- default99495% CI 980 to 1008 · 2,815 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.