Gemini 3.1 Pro Preview vs GLM-4.7 (Non-reasoning)

Gemini 3.1 Pro Preview vs GLM-4.7 (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.

MetricGemini 3.1 Pro PreviewGLM-4.7 (Non-reasoning)Difference
Intelligence (higher is better)29.717.4−41.4% GLM-4.7 (Non-reasonin… is 41.4% less intelligent
Total AA cost (lower is better)$1,935.39Not reported— not comparable
End-to-end time (lower is better)25.04s15.48s−38.2% GLM-4.7 (Non-reasonin… is 38.2% faster
Price per 1M tokens (in / out)$2.00 / $12.0$0.53 / $2.10
Input modalitiesText, Image, Speech, VideoText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-1-pro-preview/glm-4-7-non-reasoning · Markdown: /api/v1/compare/gemini-3-1-pro-preview/glm-4-7-non-reasoning?format=md · llms.txt · agent skill