MiniCPM-V 4.6 1.3B vs Step 3.7 Flash

MiniCPM-V 4.6 1.3B 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.

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.

MetricMiniCPM-V 4.6 1.3BStep 3.7 FlashDifference
Intelligence (higher is better)5.719.5+242.1% Step 3.7 Flash is 3.4× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported23.89s— not comparable
Price per 1M tokens (in / out)—$0.20 / $1.15
Input modalitiesText, Image, VideoText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/minicpm-v4-6-1-3b/step-3-7-flash · Markdown: /api/v1/compare/minicpm-v4-6-1-3b/step-3-7-flash?format=md · llms.txt · agent skill