- Context
- 8Ktokens
- 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
Arena #343
- 1374
Claude Sonnet 3.5 v2Similar release date - 1271
Qwen2.5 Coder 32B InstructSimilar release date - 1238
Ministral 8B InstructSimilar release date - 1230Mixtral 8x22B InstructNearby rank
- 1223
Aya Expanse 8B - 1211
Llama 3.1 8B InstructNearby rank - 1200
Gemma 2 2B ITNearby rank - 1167Llama 3.2 3B InstructSimilar release date
Ahead of 1 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 #3431223
- default122395% CI 1216 to 1230 · 9,818 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.