Gemma 4 E4B (Non-reasoning) vs Hy3

Gemma 4 E4B (Non-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 E4B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
7.50
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 E4B (Non-reasoning)Hy3Difference
Intelligence (higher is better)7.525.3+237.3% Hy3 is 3.4× more intelligent
Total AA cost (lower is better)Not reported$149.61— not comparable
End-to-end time (lower is better)11.06s33.29s+201.0% Hy3 is 201.0% slower
Price per 1M tokens (in / out)$0.02 / $0.10$0.14 / $0.56
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemma 4 E4B (Non-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-e4b-non-reasoning/hy3 · Markdown: /api/v1/compare/gemma-4-e4b-non-reasoning/hy3?format=md · llms.txt · agent skill