GPT-5.4 (Non-reasoning) vs Nova Pro
GPT-5.4 (Non-reasoning) vs Nova Pro. 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 (Non-reasoning) | Nova Pro | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 18.2 | 7.0 | −61.5% Nova Pro is 61.5% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 7.84s | 4.93s | −37.1% Nova Pro is 37.1% faster |
| Price per 1M tokens (in / out) | $2.50 / $15.0 | $0.80 / $3.20 | |
| Input modalities | Text, Image | Text, Image, Video |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-non-reasoning/nova-pro · Markdown: /api/v1/compare/gpt-5-4-non-reasoning/nova-pro?format=md · llms.txt · agent skill