- Context
- 131Ktokens
- Released
- 1y ago
- Size
- 235Bparameters
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 #173
- 1456
Claude Sonnet 4.5Similar release date - 1416
DeepSeek V3.1 TerminusSimilar release date - 1413
Qwen3 VL 235B A22B InstructSimilar release date - 1396Qwen3.5-FlashNearby rank
- 1395DeepSeek V3 0324Nearby rank
- 1395
Qwen3 VL 235B A22B Thinking - 1394Qwen3.5-35B-A3BNearby rank
- 1393
Step 3.5 FlashNearby rank - 1379
Gemini 2.5 Flash-Lite Preview 09-2025Similar 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 Vision
Best Arena rating per model · Higher is better
Arena #102
- 1214Qwen3 VL 235B A22B InstructSimilar release date
- 1193Claude Sonnet 3.7Nearby rank
- 1189Gemini 2.5 Flash-Lite Preview 06-17Nearby rank
- 1188Qwen3 VL 235B A22B Thinking
- 1185
GPT-5 MiniNearby rank - 1174Gemini 2.5 Flash-Lite Preview 09-2025Similar release date
- 1160
Mistral Medium 3.1Similar release date - 1153
GLM 4.5VSimilar release date
Ahead of 2 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 TextArena #1731395
- default139595% CI 1388 to 1402 · 7,835 votes
- Arena VisionArena #1021188
- default118895% CI 1175 to 1200 · 2,379 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.