MiniMax-M2.7 vs Nova Pro

MiniMax-M2.7 vs Nova Pro. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MiniMaxMiniMax-M2.7Not ranked · benchmark data missing
Intelligence
22.80
Total cost
-
AmazonNova ProNot ranked · benchmark data missing
Intelligence
7.00
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-M2.7Nova ProDifference
Intelligence (higher is better)22.87.0−69.3% Nova Pro is 69.3% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)56.85s4.93s−91.3% Nova Pro is 91.3% faster
Price per 1M tokens (in / out)$0.30 / $1.20$0.80 / $3.20
Input modalitiesTextText, Image, Video
Open this matchup in the interactive pickerMiniMax-M2.7: what beats itNova 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-m2-7/nova-pro · Markdown: /api/v1/compare/minimax-m2-7/nova-pro?format=md · llms.txt · agent skill