Gemma 4 E4B (Reasoning) vs Hermes 4 - Llama-3.1 405B (Reasoning)

Gemma 4 E4B (Reasoning) vs Hermes 4 - Llama-3.1 405B (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 E4B (Reasoning)Hermes 4 - Llama-3.1 405B (Reasoning)Difference
Intelligence (higher is better)8.97.5−15.7% Hermes 4 - Llama-3.1 … is 15.7% less intelligent
Total AA cost (lower is better)$14.68Not reported— not comparable
End-to-end time (lower is better)57.75s61.99s+7.3% Hermes 4 - Llama-3.1 … is 7.3% slower
Price per 1M tokens (in / out)$0.02 / $0.10$1.00 / $3.00
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-e4b/hermes-4-llama-3-1-405b-reasoning · Markdown: /api/v1/compare/gemma-4-e4b/hermes-4-llama-3-1-405b-reasoning?format=md · llms.txt · agent skill