Gemma 4 E4B (Reasoning) vs Hermes 4 - Llama-3.1 70B (Non-reasoning)

Gemma 4 E4B (Reasoning) vs Hermes 4 - Llama-3.1 70B (Non-reasoning). 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 (Reasoning)On the open-weights frontier
Intelligence
8.90
Total cost
$14.7
Nous ResearchHermes 4 - Llama-3.1 70B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
6.70
Total cost
-
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 (Reasoning)Hermes 4 - Llama-3.1 70B (Non-reasoning)Difference
Intelligence (higher is better)8.96.7−24.7% Hermes 4 - Llama-3.1 … is 24.7% less intelligent
Total AA cost (lower is better)$14.68Not reported— not comparable
End-to-end time (lower is better)57.75sNot reported— not comparable
Price per 1M tokens (in / out)$0.02 / $0.10—
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemma 4 E4B (Reasoning): what beats itHermes 4 - Llama-3.1 70B (Non-reasoning): what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-e4b/hermes-4-llama-3-1-70b · Markdown: /api/v1/compare/gemma-4-e4b/hermes-4-llama-3-1-70b?format=md · llms.txt · agent skill