GPT-5.4 mini (Xhigh) vs Nova 2.0 Lite (Low)
GPT-5.4 mini (Xhigh) vs Nova 2.0 Lite (Low). 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 (Xhigh) | Nova 2.0 Lite (Low) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 24.1 | 11.8 | −51.0% Nova 2.0 Lite (Low) is 51.0% less intelligent |
| Total AA cost (lower is better) | $1,524.02 | Not reported | — not comparable |
| End-to-end time (lower is better) | 108.99s | 24.66s | −77.4% Nova 2.0 Lite (Low) is 77.4% faster |
| Price per 1M tokens (in / out) | $0.75 / $4.50 | $0.30 / $2.50 | |
| Input modalities | Text, Image | Text, Image |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-mini/nova-2-0-lite-reasoning-low · Markdown: /api/v1/compare/gpt-5-4-mini/nova-2-0-lite-reasoning-low?format=md · llms.txt · agent skill