Gemini 3.1 Flash-Lite vs Phi-4

Gemini 3.1 Flash-Lite vs Phi-4. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemini 3.1 Flash-LiteOff the frontier
Intelligence
15.60
Total cost
$156
MicrosoftPhi-4Not ranked · benchmark data missing
Intelligence
5.90
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 3.1 Flash-LitePhi-4Difference
Intelligence (higher is better)15.65.9−62.2% Phi-4 is 62.2% less intelligent
Total AA cost (lower is better)$155.87Not reported— not comparable
End-to-end time (lower is better)6.15s15.51s+152.2% Phi-4 is 152.2% slower
Price per 1M tokens (in / out)$0.25 / $1.50$0.13 / $0.50
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemini 3.1 Flash-Lite: what beats itPhi-4: 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-3-1-flash-lite-preview/phi-4 · Markdown: /api/v1/compare/gemini-3-1-flash-lite-preview/phi-4?format=md · llms.txt · agent skill