Gemini 2.5 Pro vs Gemma 4 E4B (Non-reasoning)

Gemini 2.5 Pro vs Gemma 4 E4B (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemini 2.5 ProOff the frontier
Intelligence
16.10
Total cost
$823
GoogleGemma 4 E4B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
7.50
Total cost
-
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 ProGemma 4 E4B (Non-reasoning)Difference
Intelligence (higher is better)16.17.5−53.4% Gemma 4 E4B (Non-reas… is 53.4% less intelligent
Total AA cost (lower is better)$822.85Not reported— not comparable
End-to-end time (lower is better)26.13s11.06s−57.7% Gemma 4 E4B (Non-reas… is 57.7% faster
Price per 1M tokens (in / out)$1.25 / $10.0$0.02 / $0.10
Input modalitiesText, Image, Speech, VideoText, Image, Speech, Video
Open this matchup in the interactive pickerGemini 2.5 Pro: what beats itGemma 4 E4B (Non-reasoning): what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-2-5-pro/gemma-4-e4b-non-reasoning · Markdown: /api/v1/compare/gemini-2-5-pro/gemma-4-e4b-non-reasoning?format=md · llms.txt · agent skill