- input
- $0.40
- cached
- $0.04
- output
- $2.00
- Context
- 131Ktokens
- 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 #159
- 1455
Gemini 3.5 Flash LiteSimilar price - 1434
MiMo-V2.5Similar price - 1409
Hy3 previewNearby rank - 1409
Qwen3.5-27BSimilar price - 1408
Mistral Medium 3.1 - 1405
Inkling SmallNearby rank - 1405
X-Ai/Grok-4-Fast-ReasoningNearby rank - 1387Mistral Medium 3Predecessor
- 1335
Nova 2 LiteSimilar price
+21 vs Mistral Medium 3 (predecessor) · 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 #114
- 1266Gemini 3.5 Flash LiteSimilar price
- 1234MiMo-V2.5Similar price
- 1216Qwen3.5-27BSimilar price
- 1161
GLM 4.6VNearby rank - 1160Gemma 3 27BNearby rank
- 1160Mistral Medium 3.1
- 1155Mistral Medium 3Predecessor
- 1153GLM 4.5VSimilar price
Level with Mistral Medium 3 (predecessor, overlapping 95% CIs) · Ahead of 0 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 #1591408
+21 vs Mistral Medium 3 (predecessor)
- default140895% CI 1405 to 1411 · 94,801 votes
- Arena VisionArena #1141160
Level with Mistral Medium 3 (predecessor, overlapping 95% CIs)
- default116095% CI 1153 to 1166 · 41,518 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.