Gemma 4 E4B (Non-reasoning) vs MiMo-V2.5-Pro (Reasoning)
Gemma 4 E4B (Non-reasoning) vs MiMo-V2.5-Pro (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 (Non-reasoning) | MiMo-V2.5-Pro (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 7.5 | 26.0 | +246.7% MiMo-V2.5-Pro (Reason… is 3.5× more intelligent |
| Total AA cost (lower is better) | Not reported | $231.08 | — not comparable |
| End-to-end time (lower is better) | 11.06s | 49.58s | +348.3% MiMo-V2.5-Pro (Reason… is 348.3% slower |
| Price per 1M tokens (in / out) | $0.02 / $0.10 | $0.41 / $1.02 | |
| Input modalities | Text, Image, Speech, Video | Text |
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-e4b-non-reasoning/mimo-v2-5-pro · Markdown: /api/v1/compare/gemma-4-e4b-non-reasoning/mimo-v2-5-pro?format=md · llms.txt · agent skill