Gemini 3 Pro Preview (High) vs GPT-5.4 (Non-reasoning)
Gemini 3 Pro Preview (High) vs GPT-5.4 (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 | Gemini 3 Pro Preview (High) | GPT-5.4 (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 28.0 | 18.2 | −35.0% GPT-5.4 (Non-reasonin… is 35.0% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | Not reported | 7.56s | — not comparable |
| Price per 1M tokens (in / out) | $2.00 / $12.0 | $2.50 / $15.0 | |
| Input modalities | Text, Image, Speech, Video | Text, Image |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-pro/gpt-5-4-non-reasoning · Markdown: /api/v1/compare/gemini-3-pro/gpt-5-4-non-reasoning?format=md · llms.txt · agent skill