GPT-4.1 nano vs GPT-5.4 mini (Xhigh)

GPT-4.1 nano vs GPT-5.4 mini (Xhigh). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-4.1 nanoNot ranked · benchmark data missing
Intelligence
7.80
Total cost
-
OpenAIGPT-5.4 mini (Xhigh)Off the frontier
Intelligence
24.10
Total cost
$1524
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-4.1 nanoGPT-5.4 mini (Xhigh)Difference
Intelligence (higher is better)7.824.1+209.0% GPT-5.4 mini (Xhigh) is 3.1× more intelligent
Total AA cost (lower is better)Not reported$1,524.02— not comparable
End-to-end time (lower is better)2.86s108.99s+3710.8% GPT-5.4 mini (Xhigh) is 3710.8% slower
Price per 1M tokens (in / out)$0.10 / $0.40$0.75 / $4.50
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-4.1 nano: what beats itGPT-5.4 mini (Xhigh): 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-4-1-nano/gpt-5-4-mini · Markdown: /api/v1/compare/gpt-4-1-nano/gpt-5-4-mini?format=md · llms.txt · agent skill