MiniMax-M3.1-Flash vs Phi-4

MiniMax-M3.1-Flash vs Phi-4. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MiniMaxMiniMax-M3.1-FlashOff the frontier
Intelligence
42.70
Total cost
$283
MicrosoftPhi-4Not ranked · benchmark data missing
Intelligence
5.90
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.

MetricMiniMax-M3.1-FlashPhi-4Difference
Intelligence (higher is better)42.75.9−86.2% Phi-4 is 86.2% less intelligent
Total AA cost (lower is better)$283.18Not reported— not comparable
End-to-end time (lower is better)25.34s15.51s−38.8% Phi-4 is 38.8% faster
Price per 1M tokens (in / out)$0.15 / $0.60$0.13 / $0.50
Input modalitiesText, ImageText
Open this matchup in the interactive pickerMiniMax-M3.1-Flash: what beats itPhi-4: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/minimax-m3-1-flash/phi-4 · Markdown: /api/v1/compare/minimax-m3-1-flash/phi-4?format=md · llms.txt · agent skill