- Context
- 2Mtokens
- Released
- 10mo 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 #135
- 1441
GLM 4.7Similar release date - 1422
Qwen3 235B A22B Instruct 2507Nearby rank - 1421
R1 0528Nearby rank - 1418
X-Ai/Grok-4-Fast-Non-Reasoning - 1417DeepSeek V3.1Nearby rank
- 1416Qwen3.5-122B-A10BNearby rank
- 1392
MiMo-V2-FlashSimilar release date - 1329
Olmo 3.1 32B InstructSimilar release date - 1314
Nemotron 3 Nano 30B A3BSimilar 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 Vision
Best Arena rating per model · Higher is better
Not ranked on Arena Vision 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 #1351418
- default1418non-reasoning95% CI 1411 to 1426 · 6,330 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.