- Context
- 256Ktokens
- Released
- 1y 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
GPQA diamond
Best score per model · Higher is better
#92 of 161
- 84.2%
Kimi K2 Thinking TurboSimilar release date - 79.0%
Qwen3.5-9BNearby rank - 78.5%
GPT-5.4 NanoNearby rank - 77.6%
Seed 1.6 - 77.3%
Claude Opus 4.1Nearby rank - 76.3%
R1 0528Nearby rank - 72.6%
Qwen3 MaxSimilar release date - 71.2%Claude Haiku 4.5Similar release date
- 47.6%
Magistral Small 1.2Similar release date
Ahead of 3 of 4 models released around the same time
OTIS Mock AIME 2024-2025
Best score per model · Higher is better
#97 of 158
- 83.1%Kimi K2 Thinking TurboSimilar release date
- 73.3%Qwen3 MaxSimilar release date
- 70.8%
Gemini 2.5 Flash Preview 05-20Nearby rank - 70.0%Qwen3.5-35B-A3BNearby rank
- 69.4%Seed 1.6
- 68.9%Claude Opus 4.1Nearby rank
- 68.1%GPT-5.5 InstantNearby rank
- 66.7%Claude Haiku 4.5Similar release date
- 28.1%Magistral Small 1.2Similar release date
Ahead of 2 of 4 models released around the same time
SimpleQA Verified
Best score per model · Higher is better
#77 of 87
- 66.8%Gemini 3 Flash PreviewSimilar release date
- 48.7%Qwen3 MaxSimilar release date
- 48.0%GPT-5.1Similar release date
- 20.0%Mistral Large 4Nearby rank
- 19.1%
Inkling SmallNearby rank - 17.4%Seed 1.6
- 15.9%Qwen3.6 FlashNearby rank
- 13.2%Claude Haiku 4.5Similar release date
Ahead of 1 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
- GPQA diamond#92 of 16177.6%
- default77.6%
Source:Epoch AI evaluation - OTIS Mock AIME 2024-2025#97 of 15869.4%
- default69.4%
Source:Epoch AI evaluation - SimpleQA Verified#77 of 8717.4%
- default17.4%
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.