Gemma 4 31B (Reasoning) vs Tencent Hy4

Gemma 4 31B (Reasoning) vs Tencent Hy4. 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 31B (Reasoning)Tencent Hy4Difference
Intelligence (higher is better)4.434.6+686.4% Tencent Hy4 is 7.9× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)64.03sNot reported— not comparable
Price per 1M tokens (in / out)$0.00 / $0.00—
Input modalitiesText, Image, VideoText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-31b/tencent-hy4 · Markdown: /api/v1/compare/gemma-4-31b/tencent-hy4?format=md · llms.txt · agent skill