Gemma 4 31B (Non-reasoning) vs GLM-5 (Non-reasoning)

Gemma 4 31B (Non-reasoning) vs GLM-5 (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.

MetricGemma 4 31B (Non-reasoning)GLM-5 (Non-reasoning)Difference
Intelligence (higher is better)13.921.8+56.8% GLM-5 (Non-reasoning) is 56.8% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)11.10s9.62s−13.3% GLM-5 (Non-reasoning) is 13.3% faster
Price per 1M tokens (in / out)$0.17 / $0.40$1.00 / $3.20
Input modalitiesText, Image, VideoText
Matchup

Compare something else

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