- input
- $0.29
- cached
- $0.11
- output
- $1.14
- Context
- 164Ktokens
- Released
- 1y ago
- Size
- 685Bparameters
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 #172
- 1480
MiMo-V2.6-ProSimilar price - 1436
MiniMax M3Similar price - 1435
Beam 1.0 501B A23BSimilar price - 1399
Qwen3 Next 80B A3B InstructNearby rank - 1396Qwen3.5-FlashNearby rank
- 1395
DeepSeek V3 0324 - 1395
Qwen3 VL 235B A22B ThinkingNearby rank - 1394Qwen3.5-35B-A3BNearby rank
- 1327
Llama 4 MaverickSimilar price
Ahead of 1 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
GPQA diamond
Best score per model · Higher is better
#112 of 161
- 90.9%MiniMax M3Similar price
- 87.9%Qwen3.7 PlusSimilar price
- 81.8%
Gemini 3.1 Flash LiteSimilar price - 78.5%
GPT-5.4 NanoSimilar price - 70.7%Qwen3 235B-A22BNearby rank
- 69.4%GPT-5 NanoNearby rank
- 67.6%DeepSeek V3 0324
- 66.9%GPT-4.1Nearby rank
- 65.8%GPT-4.1 MiniNearby rank
Ahead of 0 of 4 similarly priced models
OTIS Mock AIME 2024-2025
Best score per model · Higher is better
#125 of 158
- 93.3%Qwen3.7 PlusSimilar price
- 87.8%GPT-5.4 NanoSimilar price
- 80.0%Gemini 3.1 Flash LiteSimilar price
- 71.1%MiniMax M3Similar price
- 43.9%DeepSeek R1 0528 Qwen3 8BNearby rank
- 38.3%GPT-4.1Nearby rank
- 37.8%DeepSeek V3 0324
- 32.2%
Mistral Medium 3Nearby rank - 30.0%Magistral SmallNearby rank
Ahead of 0 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 #1721395
- default139595% CI 1391 to 1399 · 44,918 votes
- GPQA diamond#112 of 16167.6%
- default67.6%
Source:Epoch AI evaluation - OTIS Mock AIME 2024-2025#125 of 15837.8%
- default37.8%
Source:Epoch AI evaluation
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.