Gemma 4 12B (Reasoning) vs GLM-4.6V (Reasoning)

Gemma 4 12B (Reasoning) vs GLM-4.6V (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 12B (Reasoning)GLM-4.6V (Reasoning)Difference
Intelligence (higher is better)14.211.2−21.1% GLM-4.6V (Reasoning) is 21.1% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)24.02s33.79s+40.7% GLM-4.6V (Reasoning) is 40.7% slower
Price per 1M tokens (in / out)$0.10 / $0.30$0.30 / $0.90
Input modalitiesText, Image, Speech, VideoText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-12b/glm-4-6v-reasoning · Markdown: /api/v1/compare/gemma-4-12b/glm-4-6v-reasoning?format=md · llms.txt · agent skill