Gemini 3.5 Flash-Lite vs Step 3.7 Flash

Gemini 3.5 Flash-Lite 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.

GoogleGemini 3.5 Flash-LiteOff the frontier
Intelligence
22.20
Total cost
$366
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.

MetricGemini 3.5 Flash-LiteStep 3.7 FlashDifference
Intelligence (higher is better)22.219.5−12.2% Step 3.7 Flash is 12.2% less intelligent
Total AA cost (lower is better)$365.63Not reported— not comparable
End-to-end time (lower is better)8.50s18.73s+120.4% Step 3.7 Flash is 120.4% slower
Price per 1M tokens (in / out)$0.30 / $2.50$0.20 / $1.15
Input modalitiesText, Image, Speech, VideoText, Image
Open this matchup in the interactive pickerGemini 3.5 Flash-Lite: 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/gemini-3-5-flash-lite/step-3-7-flash · Markdown: /api/v1/compare/gemini-3-5-flash-lite/step-3-7-flash?format=md · llms.txt · agent skill