- input
- $0.08
- output
- $0.28
- Context
- 131Ktokens
- Released
- 1y ago
- Size
- 32Bparameters
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 #228
- 1454
Hy3Similar price - 1437
Gemma 4 26B A4BSimilar price - 1352
gpt-oss-120bNearby rank - 1348
Llama 3.1 Nemotron Ultra 253BNearby rank - 1347
Qwen3 32B - 1346GPT-4o (2024-05-13)Nearby rank
- 1346Qwen-PlusNearby rank
- 1338GPT-5 NanoSimilar price
- 1167
Llama 3.2 3B InstructSimilar 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
#115 of 161
- 73.2%Gemma 4 26B A4BSimilar price
- 69.4%GPT-5 NanoSimilar price
- 66.9%GPT-4.1Nearby rank
- 65.8%GPT-4.1 MiniNearby rank
- 65.7%Qwen3 32B
- 65.4%
QwQ PlusNearby rank - 65.3%QwQ 32BNearby rank
- 60.5%
GLM 4.7 FlashSimilar price - 51.8%Llama 4 ScoutSimilar price
Ahead of 2 of 4 similarly priced models
OTIS Mock AIME 2024-2025
Best score per model · Higher is better
#103 of 158
- 82.2%Gemma 4 26B A4BSimilar price
- 81.1%GPT-5 NanoSimilar price
- 68.1%GPT-5.5 InstantNearby rank
- 67.5%
Seed-OSS-36B-InstructNearby rank - 66.9%Qwen3 32B
- 66.7%
Claude Haiku 4.5Nearby rank - 66.4%
R1 0528Nearby rank - 58.3%GLM 4.7 FlashSimilar price
- 7.8%Llama 4 ScoutSimilar 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 #2281347
- default134795% CI 1337 to 1356 · 3,926 votes
- GPQA diamond#115 of 16165.7%
- none54.1%
- default65.7%
Source:Epoch AI evaluation - OTIS Mock AIME 2024-2025#103 of 15866.9%
- none23.1%
- default66.9%
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.