Gemma 4 12B (Reasoning) vs GLM-4.5-Air

Gemma 4 12B (Reasoning) vs GLM-4.5-Air. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 12B (Reasoning)Not ranked · benchmark data missing
Intelligence
14.20
Total cost
-
Z AIGLM-4.5-AirNot ranked · benchmark data missing
Intelligence
11.10
Total cost
-
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-4.5-AirDifference
Intelligence (higher is better)14.211.1−21.8% GLM-4.5-Air is 21.8% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)24.28s32.50s+33.9% GLM-4.5-Air is 33.9% slower
Price per 1M tokens (in / out)$0.10 / $0.30$0.17 / $0.98
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemma 4 12B (Reasoning): what beats itGLM-4.5-Air: what beats it
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-4-5-air · Markdown: /api/v1/compare/gemma-4-12b/glm-4-5-air?format=md · llms.txt · agent skill