- input
- $2.00
- cached
- $0.20
- output
- $6.00
- Context
- 66Ktokens
- Released
- 2y ago
- Size
- 141Bparameters
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
Arena #337
- 1483
Kimi K3.1 ProSimilar price - 1478
Gemini 3.5 FlashSimilar price - 1466
Grok 4.5Similar price - 1455
GPT-5.1Similar price - 1241
Nova Micro 1.0Nearby rank - 1238
Ministral 8B InstructNearby rank - 1230Mixtral 8x22B Instruct
- 1223
Aya Expanse 8BNearby rank - 1211
Llama 3.1 8B InstructNearby rank
Ahead of 0 of 4 similarly priced models
Arena WebDev
Best Arena rating per model · Higher is better
Not ranked on Arena WebDev yet
Arena Search
Best Arena rating per model · Higher is better
Not ranked on Arena Search yet
Arena Document
Best Arena rating per model · Higher is better
Not ranked on Arena Document 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 #3371230
- default123095% CI 1225 to 1234 · 51,416 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.