- input
- $0.80
- output
- $3.20
- Context
- 300Ktokens
- Released
- 1y ago
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 #295
- 1489
Gemini 3.7 FlashSimilar price - 1461
Kimi K2.6Similar price - 1448
Step 5 PreviewSimilar price - 1441
Qwen3.5 397B A17BSimilar price - 1299
Llama 3.1 Nemotron 70B InstructNearby rank - 1293
Llama 3.1 70B InstructNearby rank - 1290
Nova Pro 1.0 - 1290Gemma 2 27BNearby rank
- 1290
Granite 4.2 8BNearby 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 Vision
Best Arena rating per model · Higher is better
Arena #153
- 1294Gemini 3.7 FlashSimilar price
- 1265Kimi K2.6Similar price
- 1246Qwen3.5 397B A17BSimilar price
- 1245Step 5 PreviewSimilar price
- 1025
Pixtral 12BNearby rank - 1019Nova Lite 1.0Nearby rank
- 1019Nova Pro 1.0
- 1001
Aya Vision 32BNearby rank - 1000
Claude Haiku 3Nearby rank
Ahead of 0 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 #2951290
- default129095% CI 1286 to 1295 · 24,745 votes
- Arena VisionArena #1531019
- default101995% CI 1005 to 1033 · 2,335 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.