MiniMax-M3 vs Step 3.7 Flash

MiniMax-M3 vs Step 3.7 Flash. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MiniMaxMiniMax-M3Off the frontier
Intelligence
29.20
Total cost
$538
StepFunStep 3.7 FlashNot ranked · benchmark data missing
Intelligence
19.50
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-M3Step 3.7 FlashDifference
Intelligence (higher is better)29.219.5−33.2% Step 3.7 Flash is 33.2% less intelligent
Total AA cost (lower is better)$537.98Not reported— not comparable
End-to-end time (lower is better)25.47s18.73s−26.5% Step 3.7 Flash is 26.5% faster
Price per 1M tokens (in / out)$0.30 / $1.20$0.20 / $1.15
Input modalitiesText, Image, VideoText, Image
Open this matchup in the interactive pickerMiniMax-M3: what beats itStep 3.7 Flash: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/minimax-m3/step-3-7-flash · Markdown: /api/v1/compare/minimax-m3/step-3-7-flash?format=md · llms.txt · agent skill