Gemma 4 E4B (Reasoning) vs GPT-5.4 mini (Non-reasoning)
Gemma 4 E4B (Reasoning) vs GPT-5.4 mini (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.
| Metric | Gemma 4 E4B (Reasoning) | GPT-5.4 mini (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 8.9 | 11.1 | +24.7% GPT-5.4 mini (Non-rea… is 24.7% more intelligent |
| Total AA cost (lower is better) | $14.68 | Not reported | — not comparable |
| End-to-end time (lower is better) | 56.02s | 3.19s | −94.3% GPT-5.4 mini (Non-rea… is 94.3% faster |
| Price per 1M tokens (in / out) | $0.02 / $0.10 | $0.75 / $4.50 | |
| Input modalities | Text, Image, Speech, Video | Text, Image |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-e4b/gpt-5-4-mini-non-reasoning · Markdown: /api/v1/compare/gemma-4-e4b/gpt-5-4-mini-non-reasoning?format=md · llms.txt · agent skill