MiniMax-M2.7 vs Qwen3.5 4B (Non-reasoning)

MiniMax-M2.7 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.

MetricMiniMax-M2.7Qwen3.5 4B (Non-reasoning)Difference
Intelligence (higher is better)22.810.8−52.6% Qwen3.5 4B (Non-reaso… is 52.6% less intelligent
Total AA cost (lower is better)$243.38Not reported— not comparable
End-to-end time (lower is better)53.54s27.63s−48.4% Qwen3.5 4B (Non-reaso… is 48.4% faster
Price per 1M tokens (in / out)$0.30 / $1.20$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/minimax-m2-7/qwen3-5-4b-non-reasoning · Markdown: /api/v1/compare/minimax-m2-7/qwen3-5-4b-non-reasoning?format=md · llms.txt · agent skill