- input
- $0.027
- output
- $0.201
- Context
- 60Ktokens
- Released
- 2y ago
- Size
- 1Bparameters
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 #403
- 1342
Gemma 3 12BSimilar price - 1290
Granite 4.2 8BSimilar price - 1274
Mistral Small 3Similar price - 1241
Nova Micro 1.0Similar price - 1167
Llama 3.2 3B InstructNearby rank - 1153
SOLAR 10.7B Instruct v1.0Nearby rank - 1111Llama 3.2 1B Instruct
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
#158 of 161
- 79.0%
Qwen3.5-9BSimilar price - 60.8%
gpt-oss-20bSimilar price - 56.1%
Phi 4Similar price - 39.5%Gemma 3 12BSimilar price
- 30.6%Mixtral 8x7B Instruct v0.1Nearby rank
- 27.0%Llama 3.1 8B InstructNearby rank
- 23.9%Llama 3.2 1B Instruct
- 23.2%Gemma 3 4BNearby rank
- 15.2%Mistral 7B Instruct v0.3Nearby rank
Ahead of 0 of 4 similarly priced models
OTIS Mock AIME 2024-2025
Best score per model · Higher is better
#157 of 158
- 65.3%gpt-oss-20bSimilar price
- 61.7%Qwen3.5-9BSimilar price
- 16.7%Gemma 3 12BSimilar price
- 13.8%Phi 4Similar price
- 1.7%Llama 3.1 8B InstructNearby rank
- 1.4%Gemma 2 27BNearby rank
- 0.6%Llama 3.2 1B Instruct
- 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 #4031111
- default111195% CI 1103 to 1119 · 8,045 votes
- GPQA diamond#158 of 16123.9%
- default23.9%
Source:Epoch AI evaluation - OTIS Mock AIME 2024-2025#157 of 1580.6%
- default0.6%
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.