Gemma 4 E4B (Non-reasoning) vs Qwen2.5 Instruct 72B

Gemma 4 E4B (Non-reasoning) vs Qwen2.5 Instruct 72B. 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 (Non-reasoning)Qwen2.5 Instruct 72BDifference
Intelligence (higher is better)7.57.7+2.7% Qwen2.5 Instruct 72B is 2.7% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)11.06s22.49s+103.3% Qwen2.5 Instruct 72B is 103.3% slower
Price per 1M tokens (in / out)$0.02 / $0.10$0.47 / $0.49
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-non-reasoning/qwen2-5-72b-instruct · Markdown: /api/v1/compare/gemma-4-e4b-non-reasoning/qwen2-5-72b-instruct?format=md · llms.txt · agent skill