GPT-4o (Nov '24) vs GPT-5.4 nano (Xhigh)

GPT-4o (Nov '24) vs GPT-5.4 nano (Xhigh). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-4o (Nov '24)Not ranked · benchmark data missing
Intelligence
8.40
Total cost
-
OpenAIGPT-5.4 nano (Xhigh)Off the frontier
Intelligence
20.70
Total cost
$331
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-4o (Nov '24)GPT-5.4 nano (Xhigh)Difference
Intelligence (higher is better)8.420.7+146.4% GPT-5.4 nano (Xhigh) is 2.5× more intelligent
Total AA cost (lower is better)Not reported$331.24— not comparable
End-to-end time (lower is better)3.70s80.72s+2081.6% GPT-5.4 nano (Xhigh) is 2081.6% slower
Price per 1M tokens (in / out)$2.50 / $10.0$0.20 / $1.25
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-4o (Nov '24): what beats itGPT-5.4 nano (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-4o/gpt-5-4-nano · Markdown: /api/v1/compare/gpt-4o/gpt-5-4-nano?format=md · llms.txt · agent skill