Gemini 3.1 Pro Preview vs Gemma 4 E2B (Reasoning)
Gemini 3.1 Pro Preview vs Gemma 4 E2B (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 | Gemini 3.1 Pro Preview | Gemma 4 E2B (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 30.4 | 7.8 | −74.3% Gemma 4 E2B (Reasonin… is 74.3% less intelligent |
| Total AA cost (lower is better) | $1,310.21 | Not reported | — not comparable |
| End-to-end time (lower is better) | 31.47s | Not reported | — not comparable |
| Price per 1M tokens (in / out) | $2.00 / $12.0 | — | |
| Input modalities | Not reported | Not reported |
Matchup
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Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-1-pro-preview/gemma-4-e2b · Markdown: /api/v1/compare/gemini-3-1-pro-preview/gemma-4-e2b?format=md · llms.txt · agent skill