- 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 #161
- 1441
GLM 4.7Similar release date - 1408
Mistral Medium 3.1Nearby rank - 1405
Inkling SmallNearby rank - 1405
X-Ai/Grok-4-Fast-Reasoning - 1402
Qwen3 235B-A22BNearby rank - 1402
Claude Sonnet 4Nearby 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
Arena #155
- 1435GLM 4.7Similar release date
- 1420
GPT-5.2Similar release date - 1331MiMo-V2-FlashSimilar release date
- 1196Devstral 2 2512Similar release date
- 1164x-AI/Grok-Code-Fast 1Nearby rank
- 1162X-Ai/Grok-4-Fast-Reasoning
- 1072Devstral MediumNearby rank
Ahead of 0 of 4 models released around the same time
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 #1611405
- default1405reasoning95% CI 1400 to 1410 · 18,206 votes
- Arena WebDevArena #1551162
- default1162reasoning95% CI 1134 to 1190 · 715 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.