GPT-5.4 (Xhigh) vs MiniMax-M3

GPT-5.4 (Xhigh) vs MiniMax-M3. 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 (Xhigh)Not ranked · benchmark data missing
Intelligence
39.00
Total cost
-
MiniMaxMiniMax-M3Off the frontier
Intelligence
29.20
Total cost
$538
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 (Xhigh)MiniMax-M3Difference
Intelligence (higher is better)39.029.2−25.1% MiniMax-M3 is 25.1% less intelligent
Total AA cost (lower is better)Not reported$537.98— not comparable
End-to-end time (lower is better)135.47s25.47s−81.2% MiniMax-M3 is 81.2% faster
Price per 1M tokens (in / out)$2.50 / $15.0$0.30 / $1.20
Input modalitiesText, ImageText, Image, Video
Open this matchup in the interactive pickerGPT-5.4 (Xhigh): what beats itMiniMax-M3: 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/minimax-m3 · Markdown: /api/v1/compare/gpt-5-4/minimax-m3?format=md · llms.txt · agent skill