- input
- $0.35
- cached
- $0.17
- output
- $1.00
- Context
- 524Ktokens
- Released
- 1y ago
- Size
- 402Bparameters
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 #254
- 1480
MiMo-V2.6-ProSimilar price - 1436
MiniMax M3Similar price - 1435
Beam 1.0 501B A23BSimilar price - 1395
DeepSeek V3 0324Similar price - 1329
Olmo 3.1 32B InstructNearby rank - 1328
Llama 3.3 Nemotron Super 49B v1Nearby rank - 1327
Llama 4 Maverick - 1326
Qwen3 30B A3BNearby rank - 1325
Claude Haiku 3.5Nearby rank
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 #122
- 1263DeepSeek V4.1 FlashSimilar price
- 1262Qwen3.7 PlusSimilar price
- 1247MiMo-V2.6-ProSimilar price
- 1232MiniMax M3Similar price
- 1153
GLM 4.5VNearby rank - 1147
GPT-5 NanoNearby rank - 1145Llama 4 Maverick
- 1140
Mistral Small 3.2Nearby rank - 1128Llama 4 ScoutNearby 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
Agent Arena
Best IPS score per model · Higher is better
Not ranked on Agent Arena yet
ARC-AGI-2
Best score per model · Higher is better
#78 of 85
- 72.9%DeepSeek V4.1 FlashSimilar price
- 42.4%Qwen3.8 27BSimilar price
- 5.7%GPT-5.4 NanoSimilar price
- 4.9%MiniMax M2.5Similar price
- 0.4%GPT-4.1Nearby rank
- 0.0%
Gemini 2.5 Pro Preview 06-05Nearby rank - 0.0%Llama 4 Maverick
- 0.0%Llama 4 ScoutNearby rank
- 0.0%Magistral SmallNearby rank
Ahead of 0 of 4 similarly priced models
Humanity's Last Exam
Best score per model · Higher is better
#29 of 34
- 19.4%GPT-5 MiniSimilar price
- 8.6%Gemini 3.1 Flash LiteSimilar price
- 8.1%GLM 4.5 AirSimilar price
- 7.5%Claude Sonnet 4.5Nearby rank
- 6.7%Claude Opus 4Nearby rank
- 5.7%Llama 4 Maverick
- 5.5%Claude Sonnet 4Nearby rank
- 5.4%GPT-4.1Nearby rank
- 4.5%Mistral Medium 3Similar price
Ahead of 1 of 4 similarly priced models
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 #2541327
- default132795% CI 1323 to 1331 · 39,397 votes
- Arena VisionArena #1221145
- default114595% CI 1136 to 1155 · 6,912 votes
- ARC-AGI-2#78 of 850.0%
- default0.0%
- Humanity's Last Exam#29 of 345.7%
- default5.7%
Benchmark compilation: Epoch AI, Capabilities & benchmarking (CC BY attribution). Scores are converted to percentages and model names matched to the Vertical Tabs catalog. Individual evaluations are credited to their original sources. External results may carry separate licences and evaluation configurations; do not interpret scores from different harnesses as directly comparable.
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.