GPT-5.4 mini (Xhigh) vs Hy3-preview (Non-reasoning)

GPT-5.4 mini (Xhigh) vs Hy3-preview (Non-reasoning). 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-5.4 mini (Xhigh)Hy3-preview (Non-reasoning)Difference
Intelligence (higher is better)24.117.0−29.5% Hy3-preview (Non-reas… is 29.5% less intelligent
Total AA cost (lower is better)$1,524.02Not reported— not comparable
End-to-end time (lower is better)109.06sNot reported— not comparable
Price per 1M tokens (in / out)$0.75 / $4.50$0.06 / $0.21
Input modalitiesText, ImageText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-mini/hy3-non-reasoning · Markdown: /api/v1/compare/gpt-5-4-mini/hy3-non-reasoning?format=md · llms.txt · agent skill