MiMo-V2.5-Pro (Reasoning) vs Qwen3.5 4B (Non-reasoning)

MiMo-V2.5-Pro (Reasoning) vs Qwen3.5 4B (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricMiMo-V2.5-Pro (Reasoning)Qwen3.5 4B (Non-reasoning)Difference
Intelligence (higher is better)26.010.8−58.5% Qwen3.5 4B (Non-reaso… is 58.5% less intelligent
Total AA cost (lower is better)$231.08Not reported— not comparable
End-to-end time (lower is better)49.47s37.28s−24.6% Qwen3.5 4B (Non-reaso… is 24.6% faster
Price per 1M tokens (in / out)$0.41 / $1.02$0.03 / $0.15
Input modalitiesTextText, Image, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/mimo-v2-5-pro/qwen3-5-4b-non-reasoning · Markdown: /api/v1/compare/mimo-v2-5-pro/qwen3-5-4b-non-reasoning?format=md · llms.txt · agent skill