- input
- $1.75
- cached
- $0.175
- output
- $14.00
- Context
- 128Ktokens
- Released
- 11mo 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 #34
- 1487
Kimi K3Similar price - 1487
Gemini 3.1 Pro PreviewSimilar price - 1480
MiMo-V2.6-ProNearby rank - 1478Gemini 3.5 FlashNearby rank
- 1476
GPT-5.2 Chat - 1475GPT-5.4Nearby rank
- 1475
GLM 5.2Nearby rank - 1472
Claude Sonnet 5.5Similar price - 1354
Command ASimilar 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 #32
- 1280
Grok 4.5Similar price - 1280Gemini 3.1 Pro PreviewSimilar price
- 1280Gemini 3.6 FlashNearby rank
- 1279
Muse Spark 1.1Nearby rank - 1278GPT-5.2 Chat
- 1277GPT-5.5 InstantNearby rank
- 1275Claude Sonnet 4.6Nearby rank
- 1263Claude Sonnet 5.5Similar price
- 1199
Mistral Medium 3.5Similar 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
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 #341476
- default147695% CI 1472 to 1480 · 35,708 votes
- Arena VisionArena #321278
- default127895% CI 1271 to 1284 · 16,361 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.