- input
- $4.00
- cached
- $0.20
- output
- $20.00
- Context
- 1Mtokens
- Released
- 1mo 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 #3
- 1526
Gemini 4 CarbonNearby rank - 1522Gemini 4 ArgonNearby rank
- 1511
Muse Wonder - 1506
Claude Opus 5.5Similar price - 1504Claude Fable 5Nearby rank
- 1487Gemini 3.1 Pro PreviewSimilar price
- 1354
Command ASimilar price - 1346
GPT-4o (2024-05-13)Similar price
Ahead of 3 of 4 similarly priced models
Arena WebDev
Best Arena rating per model · Higher is better
Arena #21
- 1814Claude Opus 5.5Similar price
- 1658
Kimi K3Similar price - 1655Muse Spark 1.3Nearby rank
- 1649Muse Wonder
- 1646
Inkling 2 SmallNearby rank - 1641
Grok 4.7Nearby rank - 1615GPT-5.6 SolSimilar price
- 1446Gemini 3.1 Pro PreviewSimilar price
Ahead of 2 of 4 similarly priced models
Arena Vision
Best Arena rating per model · Higher is better
Not ranked on Arena Vision 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
Arena #24
- +0.195Claude Opus 5.5Similar price
- +0.046GPT-5.6 SolSimilar price
- +0.020
DeepSeek V4.1 Flash 1017Nearby rank - +0.020Claude Sonnet 5Nearby rank
- +0.018Muse Wonder
- +0.017Muse EmberNearby rank
- +0.016GPT-6 LunaNearby rank
- +0.006Kimi K3Similar price
- -0.045Gemini 3.1 Pro PreviewSimilar price
Ahead of 1 of 4 similarly priced models
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 #31511
- max151195% CI 1505 to 1517 · 12,032 votes
- Arena WebDevArena #211649
- max164995% CI 1639 to 1658 · 5,232 votes
- Agent ArenaArena #24+0.018
- max+0.01895% CI +0.005 to +0.031 · 2,231,226 observations
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.