- input
- $0.25
- cached
- $0.13
- output
- $0.95
- Context
- 164Ktokens
- Released
- 1y ago
- Size
- 671Bparameters
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 #139
- 1453
GPT-5.6 LunaSimilar price - 1421
R1 0528Nearby rank - 1418
X-Ai/Grok-4-Fast-Non-ReasoningNearby rank - 1417DeepSeek V3.1
- 1416
Qwen3.5-122B-A10BNearby rank - 1416DeepSeek V3.1 TerminusNearby rank
- 1395DeepSeek V3 0324Predecessor
- 1373
GLM 4.5 AirSimilar price - 1346Qwen-PlusSimilar price
- 1303
Mistral Small 3.1 24BSimilar price
+22 vs DeepSeek V3 0324 (predecessor) · Ahead of 3 of 4 similarly priced models
Arena WebDev
Best Arena rating per model · Higher is better
Not ranked on Arena WebDev yet
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 #1391417
+22 vs DeepSeek V3 0324 (predecessor)
- default141795% CI 1411 to 1423 · 14,586 votes
- default1416thinking95% CI 1409 to 1423 · 11,441 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.