GPT-5.4 mini (Non-reasoning) vs Hy3-preview (Reasoning)
GPT-5.4 mini (Non-reasoning) vs Hy3-preview (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.
| Metric | GPT-5.4 mini (Non-reasoning) | Hy3-preview (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 11.1 | 22.7 | +104.5% Hy3-preview (Reasonin… is 2.0× more intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 3.19s | Not reported | — not comparable |
| Price per 1M tokens (in / out) | $0.75 / $4.50 | $0.06 / $0.21 | |
| Input modalities | Text, Image | Text |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-mini-non-reasoning/hy3-preview · Markdown: /api/v1/compare/gpt-5-4-mini-non-reasoning/hy3-preview?format=md · llms.txt · agent skill