- input
- $0.05
- output
- $0.15
- Context
- 131Ktokens
- Released
- 1y ago
- Size
- 12Bparameters
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 #238
- 1344
MiniMax-M2Nearby rank - 1343
Llama 3.3 Nemotron Super 49B v1.5Nearby rank - 1342
Gemma 3 12B - 1338
GPT-5 NanoNearby rank - 1336GPT-4o (2024-08-06)Nearby rank
- 1290
Granite 4.2 8BSimilar price - 1256
Phi 4Similar price - 1241
Nova Micro 1.0Similar price - 1111
Llama 3.2 1B InstructSimilar price
Ahead of 4 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
Not ranked on Arena Vision 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
#148 of 161
- 79.0%
Qwen3.5-9BSimilar price - 60.8%gpt-oss-20bSimilar price
- 56.1%Phi 4Similar price
- 41.8%
Qwen TurboNearby rank - 41.0%Llama-3.2-90B-Vision-InstructNearby rank
- 39.5%Gemma 3 12B
- 38.1%
Claude Haiku 3.5Nearby rank - 37.7%GPT-4o-mini (2024-07-18)Nearby rank
- 23.9%Llama 3.2 1B InstructSimilar price
Ahead of 1 of 4 similarly priced models
OTIS Mock AIME 2024-2025
Best score per model · Higher is better
#133 of 158
- 65.3%gpt-oss-20bSimilar price
- 61.7%Qwen3.5-9BSimilar price
- 22.5%Gemma 3 27BNearby rank
- 17.8%Qwen-PlusNearby rank
- 16.7%Gemma 3 12B
- 16.1%Qwen MaxNearby rank
- 13.8%Phi 4Similar price
- 0.6%Llama 3.2 1B InstructSimilar price
Ahead of 2 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 #2381342
- default134295% CI 1332 to 1351 · 3,829 votes
- GPQA diamond#148 of 16139.5%
- default39.5%
Source:Epoch AI evaluation - OTIS Mock AIME 2024-2025#133 of 15816.7%
- default16.7%
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.