- input
- $0.30
- cached
- $0.055
- output
- $0.90
- Context
- 131Ktokens
- Released
- 11mo ago
- Size
- 108Bparameters
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 #196
- 1453
GPT-5.6 LunaSimilar price - 1435
Beam 1.0 501B A23BSimilar price - 1416
DeepSeek V3.1 TerminusSimilar price - 1391
MiniMax M2.5Similar price - 1379
Gemini 2.5 Flash-Lite Preview 09-2025Nearby rank - 1379
Trinity Large PreviewNearby rank - 1378
GLM 4.6V - 1375Gemini 2.5 Flash-Lite Preview 06-17Nearby rank
- 1374
Claude Sonnet 3.5 v2Nearby rank - 1352GLM 4.5VPredecessor
+26 vs GLM 4.5V (predecessor) · Ahead of 0 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 #112
- 1263DeepSeek V4.1 FlashSimilar price
- 1255GPT-5.6 LunaSimilar price
- 1162GPT-4o (2024-05-13)Nearby rank
- 1161Claude Sonnet 3.5 v2Nearby rank
- 1161GLM 4.6V
- 1160Gemma 3 27BNearby rank
- 1160
Mistral Medium 3.1Nearby rank - 1153GLM 4.5VPredecessor
- 1145
Llama 4 MaverickSimilar price - 1127Mistral Small 3.1 24BSimilar price
Level with GLM 4.5V (predecessor, overlapping 95% CIs) · Ahead of 1 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 #1961378
+26 vs GLM 4.5V (predecessor)
- default137895% CI 1367 to 1389 · 2,825 votes
- Arena VisionArena #1121161
Level with GLM 4.5V (predecessor, overlapping 95% CIs)
- default116195% CI 1147 to 1174 · 2,440 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.