GPT-5.4 nano (Xhigh) vs Phi-4

GPT-5.4 nano (Xhigh) 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.

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.

MetricGPT-5.4 nano (Xhigh)Phi-4Difference
Intelligence (higher is better)20.75.9−71.5% Phi-4 is 71.5% less intelligent
Total AA cost (lower is better)$331.24Not reported— not comparable
End-to-end time (lower is better)53.33s15.44s−71.0% Phi-4 is 71.0% faster
Price per 1M tokens (in / out)$0.20 / $1.25$0.13 / $0.50
Input modalitiesText, ImageText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-nano/phi-4 · Markdown: /api/v1/compare/gpt-5-4-nano/phi-4?format=md · llms.txt · agent skill