Gemma 4 12B (Non-reasoning) vs Granite 3.3 8B (Non-reasoning)

Gemma 4 12B (Non-reasoning) vs Granite 3.3 8B (Non-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.

MetricGemma 4 12B (Non-reasoning)Granite 3.3 8B (Non-reasoning)Difference
Intelligence (higher is better)9.44.9−47.9% Granite 3.3 8B (Non-r… is 47.9% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)6.40s25.43s+297.3% Granite 3.3 8B (Non-r… is 297.3% slower
Price per 1M tokens (in / out)$0.10 / $0.30$0.03 / $0.25
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/granite-3-3-8b-instruct · Markdown: /api/v1/compare/gemma-4-12b-non-reasoning/granite-3-3-8b-instruct?format=md · llms.txt · agent skill