- input
- $0.60
- cached
- $0.11
- output
- $1.80
- Context
- 66Ktokens
- Released
- 1y ago
- Size
- 108Bparameters
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 #219
- 1455
Gemini 3.5 Flash LiteSimilar price - 1421
R1 0528Similar price - 1409
Qwen3.5-27BSimilar price - 1356
Mistral Small 3.2Nearby rank - 1354
Command ANearby rank - 1352
GLM 4.5V - 1352
gpt-oss-120bNearby rank - 1348
Llama 3.1 Nemotron Ultra 253BNearby rank - 1335
Nova 2 LiteSimilar price
Ahead of 1 of 4 similarly priced models
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 #118
- 1266Gemini 3.5 Flash LiteSimilar price
- 1252
Kimi K2.5Similar price - 1234
MiMo-V2.5Similar price - 1160Mistral Medium 3.1Nearby rank
- 1155Mistral Medium 3Nearby rank
- 1153GLM 4.5V
- 1147GPT-5 NanoNearby rank
- 1145
Llama 4 MaverickNearby rank - 1121Qwen2.5 VL 72B InstructSimilar price
Ahead of 1 of 4 similarly priced models
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 #2191352
- default135295% CI 1344 to 1360 · 4,813 votes
- Arena VisionArena #1181153
- default115395% CI 1141 to 1165 · 3,233 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.