GPT-5.4 mini (Medium) vs MiniMax-M3

GPT-5.4 mini (Medium) 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 mini (Medium)Not ranked · benchmark data missing
Intelligence
19.70
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 mini (Medium)MiniMax-M3Difference
Intelligence (higher is better)19.729.2+48.2% MiniMax-M3 is 48.2% more intelligent
Total AA cost (lower is better)Not reported$537.98— not comparable
End-to-end time (lower is better)6.60s25.47s+285.9% MiniMax-M3 is 285.9% slower
Price per 1M tokens (in / out)$0.75 / $4.50$0.30 / $1.20
Input modalitiesText, ImageText, Image, Video
Open this matchup in the interactive pickerGPT-5.4 mini (Medium): what beats itMiniMax-M3: 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-mini-medium/minimax-m3 · Markdown: /api/v1/compare/gpt-5-4-mini-medium/minimax-m3?format=md · llms.txt · agent skill