Phi-4 Mini Instruct vs Step 3.7 Flash

Phi-4 Mini Instruct 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.

MicrosoftPhi-4 Mini InstructNot ranked · benchmark data missing
Intelligence
6.30
Total cost
-
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.

MetricPhi-4 Mini InstructStep 3.7 FlashDifference
Intelligence (higher is better)6.319.5+209.5% Step 3.7 Flash is 3.1× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)11.81s18.37s+55.5% Step 3.7 Flash is 55.5% slower
Price per 1M tokens (in / out)$0.07 / $0.30$0.20 / $1.15
Input modalitiesTextText, Image
Open this matchup in the interactive pickerPhi-4 Mini Instruct: what beats itStep 3.7 Flash: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/phi-4-mini/step-3-7-flash · Markdown: /api/v1/compare/phi-4-mini/step-3-7-flash?format=md · llms.txt · agent skill