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Quality Index
27.1
133rd of 462
Top 30%
Coding Index
29.1
94th of 372
Top 26%
DeepSeek R1
DeepSeek
Magistral Medium 1.2
Mistral
Qwen3.5 4B
Alibaba
Gemma 4 26B A4B (Non-reasoning)
Google
Mistral Small 4 (Reasoning)
Gemini 2.5 Flash (Reasoning)
Benchmarks, quality index, speed metrics
For full methodology details, see our methodology page.