Gemini 2.5 Pro vs Gemma 4 E2B (Reasoning)

Gemini 2.5 Pro vs Gemma 4 E2B (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 2.5 ProGemma 4 E2B (Reasoning)Difference
Intelligence (higher is better)16.77.8−53.3% Gemma 4 E2B (Reasonin… is 53.3% less intelligent
Total AA cost (lower is better)$706.89Not reported— not comparable
End-to-end time (lower is better)26.60sNot reported— not comparable
Price per 1M tokens (in / out)$1.25 / $10.0—
Input modalitiesNot reportedNot reported
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-2-5-pro/gemma-4-e2b · Markdown: /api/v1/compare/gemini-2-5-pro/gemma-4-e2b?format=md · llms.txt · agent skill