Gemini 3.8 Flash (medium) vs Gemma 4 E4B (Reasoning)

Gemini 3.8 Flash (medium) vs Gemma 4 E4B (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 3.8 Flash (medium)Gemma 4 E4B (Reasoning)Difference
Intelligence (higher is better)40.08.9−77.8% Gemma 4 E4B (Reasonin… is 77.8% less intelligent
Total AA cost (lower is better)$1,100.06Not reported— not comparable
End-to-end time (lower is better)10.32s61.26s+493.6% Gemma 4 E4B (Reasonin… is 493.6% slower
Price per 1M tokens (in / out)$0.75 / $3.75$0.02 / $0.10
Input modalitiesNot reportedNot reported
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-8-flash-medium/gemma-4-e4b · Markdown: /api/v1/compare/gemini-3-8-flash-medium/gemma-4-e4b?format=md · llms.txt · agent skill