Gemma 4 31B (Reasoning) vs GLM-5.3 (Max)

Gemma 4 31B (Reasoning) vs GLM-5.3 (Max). 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 31B (Reasoning)GLM-5.3 (Max)Difference
Intelligence (higher is better)Not reported31.7— not comparable
Total AA cost (lower is better)Not reported$3,495.62— not comparable
End-to-end time (lower is better)64.23s33.44s−47.9% GLM-5.3 (Max) is 47.9% faster
Price per 1M tokens (in / out)$0.00 / $0.00$1.40 / $4.40
Input modalitiesText, Image, VideoText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-31b/glm-5-3 · Markdown: /api/v1/compare/gemma-4-31b/glm-5-3?format=md · llms.txt · agent skill