Gemma 4 E2B (Reasoning) vs Magistral Medium 1.2

Gemma 4 E2B (Reasoning) vs Magistral Medium 1.2. 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.

MetricGemma 4 E2B (Reasoning)Magistral Medium 1.2Difference
Intelligence (higher is better)7.811.8+51.3% Magistral Medium 1.2 is 51.3% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
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/gemma-4-e2b/magistral-medium-2509 · Markdown: /api/v1/compare/gemma-4-e2b/magistral-medium-2509?format=md · llms.txt · agent skill