- input
- $0.50
- cached
- $0.05
- output
- $1.50
- Context
- 262Ktokens
- Released
- 11mo ago
- Size
- —parameters
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 #146
- 1434
MiMo-V2.5Similar price - 1416
DeepSeek V3.1 TerminusNearby rank - 1415
MiniMax M2.7Nearby rank - 1415
Mistral Large 3 2512 - 1415
GPT-4.1Nearby rank - 1414
Claude Haiku 4.5Nearby rank - 1383GPT-4.1 MiniSimilar price
- 1306Mistral Large 2.1Predecessor
- 1293
Llama 3.1 70B InstructSimilar price - 1271
Qwen2.5 Coder 32B InstructSimilar price
+109 vs Mistral Large 2.1 (predecessor) · Ahead of 3 of 4 similarly priced models
Arena WebDev
Best Arena rating per model · Higher is better
Arena #148
- 1461Qwen3.6 PlusSimilar price
- 1438MiMo-V2.5Similar price
- 1435
Gemini 3.5 Flash LiteSimilar price - 1245GPT-5.1-Codex-MiniSimilar price
- 1244Qwen3.5-FlashNearby rank
- 1242
Grok 4.1 Fast (Reasoning)Nearby rank - 1233Mistral Large 3 2512
- 1228Gemini 2.5 ProNearby rank
- 1196Devstral 2 2512Nearby rank
Ahead of 0 of 4 similarly priced models
Arena Vision
Best Arena rating per model · Higher is better
Arena #93
- 1266Gemini 3.5 Flash LiteSimilar price
- 1234MiMo-V2.5Similar price
- 1226Qwen3.5-122B-A10BSimilar price
- 1206Claude Sonnet 4Nearby rank
- 1201GPT-4.1 MiniSimilar price
- 1200Mistral Large 3 2512
- 1199Mistral Medium 3.5Nearby rank
- 1199GPT-5.4 NanoNearby 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
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 #1461415
+109 vs Mistral Large 2.1 (predecessor)
- default141595% CI 1412 to 1417 · 88,641 votes
- Arena WebDevArena #1481233
- default123395% CI 1207 to 1259 · 816 votes
- Arena VisionArena #931200
- default120095% CI 1193 to 1208 · 10,142 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.