GPT-5.4 nano (Xhigh) vs MiniMax-M2.5

GPT-5.4 nano (Xhigh) vs MiniMax-M2.5. 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.

MetricGPT-5.4 nano (Xhigh)MiniMax-M2.5Difference
Intelligence (higher is better)20.722.8+10.1% MiniMax-M2.5 is 10.1% more intelligent
Total AA cost (lower is better)$331.24Not reported— not comparable
End-to-end time (lower is better)53.29s42.69s−19.9% MiniMax-M2.5 is 19.9% faster
Price per 1M tokens (in / out)$0.20 / $1.25$0.30 / $1.20
Input modalitiesText, ImageText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-nano/minimax-m2-5 · Markdown: /api/v1/compare/gpt-5-4-nano/minimax-m2-5?format=md · llms.txt · agent skill