- input
- $0.075
- cached
- $0.0075
- output
- $0.30
- Context
- 1Mtokens
- Released
- 3w ago
- Size
- 428Bparameters
Cost/1M tokens
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
Not ranked on Arena Text yet
Arena WebDev
Best Arena rating per model · Higher is better
Arena #41
- 1590
Qwen3.8 27BNearby rank - 1588
Gemini 3.7 FlashNearby rank - 1585
MiniMax M3.1 Flash - 1583Gemini 3.8 FlashNearby rank
- 1582
DeepSeek V4 Flash 0423Similar price - 1506
Hy3Similar price - 1358Gemma 4 26B A4BSimilar price
- 1244Qwen3.5-FlashSimilar price
Ahead of 3 of 4 similarly priced models
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
Arena #38
- +0.017
Muse EmberSimilar price - +0.016
GPT-6 LunaSimilar price - -0.000
MiMo-V2.6-FlashSimilar price - -0.018GPT-5.6 TerraNearby rank
- -0.022Gemini 3.7 FlashNearby rank
- -0.027MiniMax M3.1 Flash
- -0.029
GLM 5.3 FlashNearby rank - -0.037
Step 5 PreviewNearby rank - -0.076Hy3Similar price
Ahead of 1 of 4 similarly priced models
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 WebDevArena #411585
- default158595% CI 1575 to 1594 · 4,838 votes
- Agent ArenaArena #38-0.027
- default-0.02795% CI -0.042 to -0.012 · 2,868,257 observations
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.