- input
- $0.10
- cached
- $0.10
- output
- $0.30
- Context
- 262Ktokens
- Released
- 1y ago
- Size
- 30Bparameters
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 #193
- 1393
Step 3.5 FlashSimilar price - 1387
Mistral Medium 3Nearby rank - 1383
GPT-4.1 MiniNearby rank - 1382
Qwen3 30B A3B Instruct 2507 - 1379
Gemini 2.5 Flash-Lite Preview 09-2025Nearby rank - 1379
Trinity Large PreviewNearby rank - 1365Gemma 3 27BSimilar price
- 1364
GLM 4.7 FlashSimilar price - 1322
Llama 4 ScoutSimilar price
Ahead of 3 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
#130 of 161
- 69.4%GPT-5 NanoSimilar price
- 60.5%GLM 4.7 FlashSimilar price
- 56.1%
Phi 4Nearby rank - 56.1%Magistral SmallNearby rank
- 55.6%Qwen3 30B A3B Instruct 2507
- 55.3%
Claude Sonnet 3.5 v2Nearby rank - 51.8%Llama 4 ScoutSimilar price
- 47.7%Gemma 3 27BSimilar price
Ahead of 2 of 4 similarly priced models
OTIS Mock AIME 2024-2025
Best score per model · Higher is better
#111 of 158
- 81.1%GPT-5 NanoSimilar price
- 64.4%Claude Opus 4Nearby rank
- 62.8%Qwen3 30B A3BNearby rank
- 62.2%Qwen3 30B A3B Instruct 2507
- 61.7%Qwen3.5-9BNearby rank
- 59.2%
QwQ 32BNearby rank - 58.3%GLM 4.7 FlashSimilar price
- 22.5%Gemma 3 27BSimilar price
- 7.8%Llama 4 ScoutSimilar price
Ahead of 3 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 #1931382
- default138295% CI 1377 to 1387 · 23,287 votes
- GPQA diamond#130 of 16155.6%
- default55.6%
Source:Epoch AI evaluation - OTIS Mock AIME 2024-2025#111 of 15862.2%
- default62.2%
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.