Gemma 4 12B (Reasoning) vs Hy3

Gemma 4 12B (Reasoning) vs Hy3. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 12B (Reasoning)Not ranked · benchmark data missing
Intelligence
14.20
Total cost
-
TencentHy3Off the frontier
Intelligence
25.30
Total cost
$150
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 (Reasoning)Hy3Difference
Intelligence (higher is better)14.225.3+78.2% Hy3 is 78.2% more intelligent
Total AA cost (lower is better)Not reported$149.61— not comparable
End-to-end time (lower is better)24.01s33.29s+38.7% Hy3 is 38.7% slower
Price per 1M tokens (in / out)$0.10 / $0.30$0.14 / $0.56
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemma 4 12B (Reasoning): what beats itHy3: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-12b/hy3 · Markdown: /api/v1/compare/gemma-4-12b/hy3?format=md · llms.txt · agent skill