GPT-5.4 (Non-reasoning) vs Phi-4 Mini Instruct

GPT-5.4 (Non-reasoning) vs Phi-4 Mini Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-5.4 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
18.20
Total cost
-
MicrosoftPhi-4 Mini InstructNot ranked · benchmark data missing
Intelligence
6.30
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.

MetricGPT-5.4 (Non-reasoning)Phi-4 Mini InstructDifference
Intelligence (higher is better)18.26.3−65.4% Phi-4 Mini Instruct is 65.4% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)7.91s11.81s+49.3% Phi-4 Mini Instruct is 49.3% slower
Price per 1M tokens (in / out)$2.50 / $15.0$0.07 / $0.30
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.4 (Non-reasoning): what beats itPhi-4 Mini Instruct: what beats it
Matchup

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