GPT-5.4 (Xhigh) vs Nova 2.0 Pro Preview (Non-reasoning)

GPT-5.4 (Xhigh) vs Nova 2.0 Pro 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 (Xhigh)Nova 2.0 Pro Preview (Non-reasoning)Difference
Intelligence (higher is better)39.010.0−74.4% Nova 2.0 Pro Preview … is 74.4% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)135.47s5.37s−96.0% Nova 2.0 Pro Preview … is 96.0% faster
Price per 1M tokens (in / out)$2.50 / $15.0$1.25 / $10.0
Input modalitiesText, ImageText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4/nova-2-0-pro · Markdown: /api/v1/compare/gpt-5-4/nova-2-0-pro?format=md · llms.txt · agent skill