Gemma 4 E2B (Reasoning) vs Qwen3 32B (Non-reasoning)

Gemma 4 E2B (Reasoning) vs Qwen3 32B (Non-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 E2B (Reasoning)Qwen3 32B (Non-reasoning)Difference
Intelligence (higher is better)7.87.3−6.4% Qwen3 32B (Non-reason… is 6.4% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported9.70s— not comparable
Price per 1M tokens (in / out)—$0.15 / $0.60
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-e2b/qwen3-32b-instruct · Markdown: /api/v1/compare/gemma-4-e2b/qwen3-32b-instruct?format=md · llms.txt · agent skill