- input
- $0.65
- output
- $0.65
- Context
- 8Ktokens
- Released
- 2y ago
- Size
- 27Bparameters
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 #296
- 1413
Qwen3 VL 235B A22B InstructSimilar price - 1405
Inkling SmallSimilar price - 1390
GPT-5 MiniSimilar price - 1318
Llama 3.3 70B InstructSimilar price - 1293Llama 3.1 70B InstructNearby rank
- 1290
Nova Pro 1.0Nearby rank - 1290
Gemma 2 27B - 1290
Granite 4.2 8BNearby rank - 1287Granite-4.0-H-SmallNearby 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
#151 of 161
- 88.5%Inkling SmallSimilar price
- 88.4%Qwen3.6 PlusSimilar price
- 75.0%GPT-5 MiniSimilar price
- 47.4%Llama 3.3 70B InstructSimilar price
- 38.1%
Claude Haiku 3.5Nearby rank - 37.7%GPT-4o-mini (2024-07-18)Nearby rank
- 36.5%Gemma 2 27B
- 36.3%Claude Haiku 3Nearby rank
- 35.5%
Qwen2.5 7B InstructNearby rank
Ahead of 0 of 4 similarly priced models
OTIS Mock AIME 2024-2025
Best score per model · Higher is better
#156 of 158
- 93.3%Qwen3.6 PlusSimilar price
- 90.0%Inkling SmallSimilar price
- 86.7%GPT-5 MiniSimilar price
- 5.1%Llama 3.3 70B InstructSimilar price
- 1.8%Claude Haiku 3Nearby rank
- 1.7%Llama 3.1 8B InstructNearby rank
- 1.4%Gemma 2 27B
- 0.6%Llama 3.2 1B InstructNearby rank
- 0.3%
Mistral 7B Instruct v0.3Nearby 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 #2961290
- default129095% CI 1286 to 1293 · 75,754 votes
- GPQA diamond#151 of 16136.5%
- default36.5%
Source:Epoch AI evaluation - OTIS Mock AIME 2024-2025#156 of 1581.4%
- default1.4%
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.