- Context
- 33Ktokens
- Released
- 2y ago
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
Not ranked on Arena Text yet
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
FrontierMath-2025-02-28-Private
Best score per model · Higher is better
#50 of 58
- 2.1%
Claude Sonnet 3.5 v2Nearby rank - 1.7%
DeepSeek V3Nearby rank - 1.0%
Qwen Max - 1.0%
GPT-4.1 NanoNearby rank - 0.3%
Mistral Medium 3Nearby rank - 0.3%GPT-4o (2024-08-06)Similar release date
Ahead of 1 of 1 model released around the same time
GPQA diamond
Best score per model · Higher is better
#127 of 161
- 59.5%Mistral Medium 3Nearby rank
- 56.8%Qwen3 8BNearby rank
- 56.1%Qwen Max
- 56.1%
Phi 4Nearby rank - 56.1%Magistral SmallNearby rank
- 48.9%GPT-4o (2024-05-13)Similar release date
- 48.1%
Qwen-PlusSimilar release date - 36.3%Claude Haiku 3Similar release date
- 15.2%Mistral 7B Instruct v0.3Similar release date
Ahead of 4 of 4 models released around the same time
OTIS Mock AIME 2024-2025
Best score per model · Higher is better
#134 of 158
- 17.8%Qwen-PlusSimilar release date
- 16.7%
Gemma 3 12BNearby rank - 16.1%Qwen Max
- 13.8%Phi 4Nearby rank
- 8.5%Claude Sonnet 3.5 v2Nearby rank
- 6.3%GPT-4o (2024-05-13)Similar release date
- 1.8%Claude Haiku 3Similar release date
- 0.3%Mistral 7B Instruct v0.3Similar release date
Ahead of 3 of 4 models released around the same time
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
- FrontierMath-2025-02-28-Private#50 of 581.0%
- default1.0%
Source:Epoch AI evaluation - GPQA diamond#127 of 16156.1%
- default56.1%
Source:Epoch AI evaluation - OTIS Mock AIME 2024-2025#134 of 15816.1%
- default16.1%
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.