- input
- $0.07
- output
- $0.14
- Context
- 16Ktokens
- Released
- 1y ago
- Size
- 14Bparameters
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 #325
- 1342
Gemma 3 12BSimilar price - 1314
Nemotron 3 Nano 30B A3BSimilar price - 1290
Granite 4.2 8BSimilar price - 1262
Claude Haiku 3Nearby rank - 1260
Nova Lite 1.0Similar price - 1256
Phi 4 - 1251
Command R (08-2024)Nearby rank - 1241Nova Micro 1.0Nearby 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 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
#128 of 161
- 91.0%
DeepSeek V4 Flash 0731Similar price - 79.0%
Qwen3.5-9BSimilar price - 56.8%
Qwen3 8BNearby rank - 56.1%Qwen MaxNearby rank
- 56.1%Phi 4
- 56.1%
Magistral SmallNearby rank - 55.6%Qwen3 30B A3B Instruct 2507Nearby rank
- 39.5%Gemma 3 12BSimilar price
- 23.9%
Llama 3.2 1B InstructSimilar price
Ahead of 2 of 4 similarly priced models
OTIS Mock AIME 2024-2025
Best score per model · Higher is better
#135 of 158
- 94.4%DeepSeek V4 Flash 0731Similar price
- 61.7%Qwen3.5-9BSimilar price
- 16.7%Gemma 3 12BSimilar price
- 16.1%Qwen MaxNearby rank
- 13.8%Phi 4
- 8.5%Claude Sonnet 3.5 v2Nearby rank
- 8.5%Mistral Large 2407Nearby rank
- 0.6%Llama 3.2 1B InstructSimilar 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 #3251256
- default125695% CI 1252 to 1261 · 24,126 votes
- GPQA diamond#128 of 16156.1%
- default56.1%
Source:Epoch AI evaluation - OTIS Mock AIME 2024-2025#135 of 15813.8%
- default13.8%
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.