Gemini 3.5 Flash (High) vs GPT-5.4 nano (Non-reasoning)

Gemini 3.5 Flash (High) vs GPT-5.4 nano (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.

MetricGemini 3.5 Flash (High)GPT-5.4 nano (Non-reasoning)Difference
Intelligence (higher is better)32.611.7−64.1% GPT-5.4 nano (Non-rea… is 64.1% less intelligent
Total AA cost (lower is better)$4,222.12Not reported— not comparable
End-to-end time (lower is better)17.12s3.60s−79.0% GPT-5.4 nano (Non-rea… is 79.0% faster
Price per 1M tokens (in / out)$1.50 / $9.00$0.20 / $1.25
Input modalitiesText, Image, Speech, VideoText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-5-flash/gpt-5-4-nano-non-reasoning · Markdown: /api/v1/compare/gemini-3-5-flash/gpt-5-4-nano-non-reasoning?format=md · llms.txt · agent skill