GLM-4.5V (Reasoning) vs GLM-5.1 (Non-reasoning)

GLM-4.5V (Reasoning) vs GLM-5.1 (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.

MetricGLM-4.5V (Reasoning)GLM-5.1 (Non-reasoning)Difference
Intelligence (higher is better)7.624.2+218.4% GLM-5.1 (Non-reasonin… is 3.2× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)42.76s9.19s−78.5% GLM-5.1 (Non-reasonin… is 78.5% faster
Price per 1M tokens (in / out)$0.60 / $1.80$1.38 / $4.40
Input modalitiesText, ImageText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-4-5v-reasoning/glm-5-1-non-reasoning · Markdown: /api/v1/compare/glm-4-5v-reasoning/glm-5-1-non-reasoning?format=md · llms.txt · agent skill