GPT-5.4 mini (Medium) vs Nova 2.0 Lite (Non-reasoning)
GPT-5.4 mini (Medium) vs Nova 2.0 Lite (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.
| Metric | GPT-5.4 mini (Medium) | Nova 2.0 Lite (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 19.7 | 8.7 | −55.8% Nova 2.0 Lite (Non-re… is 55.8% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 6.29s | 3.81s | −39.4% Nova 2.0 Lite (Non-re… is 39.4% faster |
| Price per 1M tokens (in / out) | $0.75 / $4.50 | $0.30 / $2.50 | |
| Input modalities | Text, Image | Text, Image |
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-mini-medium/nova-2-0-lite · Markdown: /api/v1/compare/gpt-5-4-mini-medium/nova-2-0-lite?format=md · llms.txt · agent skill