MiniMax-M3.1-Flash vs Sonar Reasoning Pro

MiniMax-M3.1-Flash vs Sonar Reasoning Pro. 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
PerplexitySonar Reasoning ProNot ranked · benchmark data missing
Intelligence
11.80
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-FlashSonar Reasoning ProDifference
Intelligence (higher is better)42.711.8−72.4% Sonar Reasoning Pro is 72.4% less intelligent
Total AA cost (lower is better)$283.18Not reported— not comparable
End-to-end time (lower is better)23.52sNot reported— not comparable
Price per 1M tokens (in / out)$0.15 / $0.60—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerMiniMax-M3.1-Flash: what beats itSonar Reasoning Pro: 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/sonar-reasoning-pro · Markdown: /api/v1/compare/minimax-m3-1-flash/sonar-reasoning-pro?format=md · llms.txt · agent skill