- input
- $0.21
- cached
- $0.10
- output
- $1.90
- Context
- 262Ktokens
- Released
- 1y ago
- Size
- 235Bparameters
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 #150
- 1415
GPT-4.1Nearby rank - 1414
Claude Haiku 4.5Nearby rank - 1413
Qwen3 VL 235B A22B Instruct - 1412
Inkling 2 SmallNearby rank - 1411
GLM 4.5Nearby rank - 1405Inkling SmallSimilar price
- 1390GPT-5 MiniSimilar price
- 1318
Llama 3.3 70B InstructSimilar price - 1290
Gemma 2 27BSimilar price
Ahead of 3 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 #84
- 1247
MiMo-V2.6-ProSimilar price - 1235Gemini 3.1 Flash Lite PreviewSimilar price
- 1216o3Nearby rank
- 1215Gemini 2.5 FlashNearby rank
- 1214Qwen3 VL 235B A22B Instruct
- 1214GPT-4.1Nearby rank
- 1211GPT-5Nearby rank
- 1208Inkling SmallSimilar price
- 1185GPT-5 MiniSimilar 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 #1501413
- default141395% CI 1407 to 1420 · 11,288 votes
- Arena VisionArena #841214
- default121495% CI 1208 to 1221 · 12,672 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.