GPT-5.4 nano (Non-reasoning) vs Hy3

GPT-5.4 nano (Non-reasoning) vs Hy3. 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 nano (Non-reasoning)Hy3Difference
Intelligence (higher is better)11.725.3+116.2% Hy3 is 2.2× more intelligent
Total AA cost (lower is better)Not reported$149.61— not comparable
End-to-end time (lower is better)3.56s33.72s+847.2% Hy3 is 847.2% slower
Price per 1M tokens (in / out)$0.20 / $1.25$0.14 / $0.56
Input modalitiesText, ImageText
Matchup

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