Gemma 4 12B (Non-reasoning) vs Grok 3 mini Reasoning (High)

Gemma 4 12B (Non-reasoning) vs Grok 3 mini Reasoning (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.

MetricGemma 4 12B (Non-reasoning)Grok 3 mini Reasoning (High)Difference
Intelligence (higher is better)9.414.6+55.3% Grok 3 mini Reasoning… is 55.3% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)6.39s45.59s+613.5% Grok 3 mini Reasoning… is 613.5% slower
Price per 1M tokens (in / out)$0.10 / $0.30$0.30 / $0.50
Input modalitiesText, Image, Speech, VideoText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-12b-non-reasoning/grok-3-mini-reasoning · Markdown: /api/v1/compare/gemma-4-12b-non-reasoning/grok-3-mini-reasoning?format=md · llms.txt · agent skill