Gemma 4 12B (Non-reasoning) vs GLM-4.6 (Non-reasoning)
Gemma 4 12B (Non-reasoning) vs GLM-4.6 (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 12B (Non-reasoning) | GLM-4.6 (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 9.4 | 14.9 | +58.5% GLM-4.6 (Non-reasonin… is 58.5% more intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 6.41s | 19.29s | +200.9% GLM-4.6 (Non-reasonin… is 200.9% slower |
| Price per 1M tokens (in / out) | $0.10 / $0.30 | $0.57 / $2.20 | |
| Input modalities | Text, Image, Speech, Video | Text |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-12b-non-reasoning/glm-4-6 · Markdown: /api/v1/compare/gemma-4-12b-non-reasoning/glm-4-6?format=md · llms.txt · agent skill