- input
- $0.26
- output
- $2.08
- Context
- 262Ktokens
- Released
- 8mo ago
- Size
- 122Bparameters
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 #140
- 1418
X-Ai/Grok-4-Fast-Non-ReasoningNearby rank - 1417
DeepSeek V3.1Nearby rank - 1416
Qwen3.5-122B-A10B - 1416DeepSeek V3.1 TerminusNearby rank
- 1415
MiniMax M2.7Nearby rank - 1415
Mistral Large 3 2512Similar price - 1402
Qwen3 235B-A22BPredecessor - 1383
GPT-4.1 MiniSimilar price - 1293
Llama 3.1 70B InstructSimilar price - 1290
Gemma 2 27BSimilar price
+14 vs Qwen3 235B-A22B (predecessor) · Ahead of 3 of 4 similarly priced models
Arena WebDev
Best Arena rating per model · Higher is better
Arena #120
- 1438
MiMo-V2.5Similar price - 1408
Inkling SmallSimilar price - 1369
Solar Pro 4Nearby rank - 1362DeepSeek V3.2Nearby rank
- 1360Qwen3.5-122B-A10B
- 1358Gemma 4 26B A4BNearby rank
- 1358
Hy3 previewNearby rank - 1245GPT-5.1-Codex-MiniSimilar price
- 1233Mistral Large 3 2512Similar price
Ahead of 2 of 4 similarly priced models
Arena Vision
Best Arena rating per model · Higher is better
Arena #76
- 1234MiMo-V2.5Similar price
- 1232
GLM 5V TurboNearby rank - 1231Mistral Large 4Nearby rank
- 1226Qwen3.5-122B-A10B
- 1216MiMo-V2-OmniNearby rank
- 1216Qwen3.5-27BNearby rank
- 1208Inkling SmallSimilar price
- 1201GPT-4.1 MiniSimilar price
- 1200Mistral Large 3 2512Similar price
Ahead of 3 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 #1401416
+14 vs Qwen3 235B-A22B (predecessor)
- default141695% CI 1412 to 1421 · 29,496 votes
- Arena WebDevArena #1201360
- default136095% CI 1352 to 1368 · 8,183 votes
- Arena VisionArena #761226
- default122695% CI 1219 to 1233 · 13,171 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.