- Context
- 1Mtokens
- Released
- 7mo 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 #84
- 1450
Kimi K2.5Nearby rank - 1448
Step 5 PreviewNearby rank - 1448
MiMo-V2-Pro - 1448MiMo-V2.6-FlashNearby rank
- 1447
GPT-5.4 MiniSimilar release date - 1434
GLM 5V TurboSimilar release date - 1415
MiniMax M2.7Similar release date - 1360
Nemotron 3 SuperSimilar release date
Ahead of 3 of 4 models released around the same time
Arena WebDev
Best Arena rating per model · Higher is better
Arena #94
- 1461
Qwen3.6 PlusSimilar release date - 1435GLM 5Nearby rank
- 1435GLM 4.7Nearby rank
- 1434MiMo-V2-Pro
- 1420GPT-5.2Nearby rank
- 1417GPT-5Nearby rank
- 1399GLM 5V TurboSimilar release date
- 1398MiniMax M2.7Similar release date
- 1398GPT-5.4 MiniSimilar release date
Ahead of 3 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 #841448
- default144895% CI 1444 to 1453 · 25,245 votes
- Arena WebDevArena #941434
- default143495% CI 1426 to 1442 · 7,181 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.