Gemini 2.5 Flash-Lite (Non-reasoning) vs o4-mini (High)

Gemini 2.5 Flash-Lite (Non-reasoning) vs o4-mini (High). 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 2.5 Flash-Lite (Non-reasoning)o4-mini (High)Difference
Intelligence (higher is better)6.716.7+149.3% o4-mini (High) is 2.5× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)2.07s28.44s+1273.9% o4-mini (High) is 1273.9% slower
Price per 1M tokens (in / out)$0.10 / $0.40$1.10 / $4.40
Input modalitiesText, Image, Speech, VideoText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-2-5-flash-lite/o4-mini · Markdown: /api/v1/compare/gemini-2-5-flash-lite/o4-mini?format=md · llms.txt · agent skill