GPT-5.2 Codex (Xhigh) vs GPT-5.4 mini (Medium)

GPT-5.2 Codex (Xhigh) vs GPT-5.4 mini (Medium). 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-5.2 Codex (Xhigh)GPT-5.4 mini (Medium)Difference
Intelligence (higher is better)28.519.7−30.9% GPT-5.4 mini (Medium) is 30.9% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)151.19s6.29s−95.8% GPT-5.4 mini (Medium) is 95.8% faster
Price per 1M tokens (in / out)$1.75 / $14.0$0.75 / $4.50
Input modalitiesText, ImageText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-2-codex/gpt-5-4-mini-medium · Markdown: /api/v1/compare/gpt-5-2-codex/gpt-5-4-mini-medium?format=md · llms.txt · agent skill