MiniMax-M3.1-Flash vs Step 3.7 Flash

MiniMax-M3.1-Flash 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-M3.1-FlashOff the frontier
Intelligence
42.70
Total cost
$283
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-M3.1-FlashStep 3.7 FlashDifference
Intelligence (higher is better)42.719.5−54.3% Step 3.7 Flash is 54.3% less intelligent
Total AA cost (lower is better)$283.18Not reported— not comparable
End-to-end time (lower is better)23.83s20.66s−13.3% Step 3.7 Flash is 13.3% faster
Price per 1M tokens (in / out)$0.15 / $0.60$0.20 / $1.15
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerMiniMax-M3.1-Flash: 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-m3-1-flash/step-3-7-flash · Markdown: /api/v1/compare/minimax-m3-1-flash/step-3-7-flash?format=md · llms.txt · agent skill