GPT-5.4 mini (Xhigh) vs MiniMax-M2

GPT-5.4 mini (Xhigh) vs MiniMax-M2. 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 mini (Xhigh)Off the frontier
Intelligence
24.10
Total cost
$1524
MiniMaxMiniMax-M2Not ranked · benchmark data missing
Intelligence
18.60
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 mini (Xhigh)MiniMax-M2Difference
Intelligence (higher is better)24.118.6−22.8% MiniMax-M2 is 22.8% less intelligent
Total AA cost (lower is better)$1,524.02Not reported— not comparable
End-to-end time (lower is better)115.75s25.93s−77.6% MiniMax-M2 is 77.6% faster
Price per 1M tokens (in / out)$0.75 / $4.50$0.30 / $1.20
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.4 mini (Xhigh): what beats itMiniMax-M2: what beats it
Matchup

Compare something else

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