GPT-5.2 (Non-reasoning) vs GPT-5.4 nano (Xhigh)
GPT-5.2 (Non-reasoning) vs GPT-5.4 nano (Xhigh). 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-5.2 (Non-reasoning) | GPT-5.4 nano (Xhigh) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 17.0 | 20.7 | +21.8% GPT-5.4 nano (Xhigh) is 21.8% more intelligent |
| Total AA cost (lower is better) | Not reported | $331.24 | — not comparable |
| End-to-end time (lower is better) | 8.32s | 53.29s | +540.5% GPT-5.4 nano (Xhigh) is 540.5% slower |
| Price per 1M tokens (in / out) | $1.75 / $14.0 | $0.20 / $1.25 | |
| 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-5-2-non-reasoning/gpt-5-4-nano · Markdown: /api/v1/compare/gpt-5-2-non-reasoning/gpt-5-4-nano?format=md · llms.txt · agent skill