GPT-5.4 mini (Xhigh) vs Magistral Medium 1.2

GPT-5.4 mini (Xhigh) vs Magistral Medium 1.2. 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 mini (Xhigh)Magistral Medium 1.2Difference
Intelligence (higher is better)24.111.8−51.0% Magistral Medium 1.2 is 51.0% less intelligent
Total AA cost (lower is better)$1,524.02Not reported— not comparable
End-to-end time (lower is better)108.99sNot reported— not comparable
Price per 1M tokens (in / out)$0.75 / $4.50—
Input modalitiesText, ImageText, Image
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/magistral-medium-2509 · Markdown: /api/v1/compare/gpt-5-4-mini/magistral-medium-2509?format=md · llms.txt · agent skill