GPT-5.1 (Non-reasoning) vs GPT-5.4 Pro (Xhigh)

GPT-5.1 (Non-reasoning) vs GPT-5.4 Pro (Xhigh). 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-5.1 (Non-reasoning)GPT-5.4 Pro (Xhigh)Difference
Intelligence (higher is better)13.3Not reported— not comparable
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)4.81sNot reported— not comparable
Price per 1M tokens (in / out)$1.25 / $10.0$30.0 / $180
Input modalitiesText, ImageText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-1-non-reasoning/gpt-5-4-pro · Markdown: /api/v1/compare/gpt-5-1-non-reasoning/gpt-5-4-pro?format=md · llms.txt · agent skill