Gemini 3.1 Pro Preview vs Phi-4

Gemini 3.1 Pro Preview 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 Pro PreviewOff the frontier
Intelligence
30.40
Total cost
$1310
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 Pro PreviewPhi-4Difference
Intelligence (higher is better)30.45.9−80.6% Phi-4 is 80.6% less intelligent
Total AA cost (lower is better)$1,310.21Not reported— not comparable
End-to-end time (lower is better)31.47s14.64s−53.5% Phi-4 is 53.5% faster
Price per 1M tokens (in / out)$2.00 / $12.0$0.13 / $0.50
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerGemini 3.1 Pro Preview: what beats itPhi-4: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-1-pro-preview/phi-4 · Markdown: /api/v1/compare/gemini-3-1-pro-preview/phi-4?format=md · llms.txt · agent skill