GPT-5.4 nano (Xhigh) vs MiniMax M1 80k

GPT-5.4 nano (Xhigh) vs MiniMax M1 80k. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-5.4 nano (Xhigh)Off the frontier
Intelligence
20.70
Total cost
$331
MiniMaxMiniMax M1 80kNot ranked · benchmark data missing
Intelligence
11.70
Total cost
-
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 M1 80kDifference
Intelligence (higher is better)20.711.7−43.5% MiniMax M1 80k is 43.5% less intelligent
Total AA cost (lower is better)$331.24Not reported— not comparable
End-to-end time (lower is better)105.67s24.71s−76.6% MiniMax M1 80k is 76.6% faster
Price per 1M tokens (in / out)$0.20 / $1.25$0.55 / $2.20
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.4 nano (Xhigh): what beats itMiniMax M1 80k: what beats it
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-m1-80k · Markdown: /api/v1/compare/gpt-5-4-nano/minimax-m1-80k?format=md · llms.txt · agent skill