GLM-5.1 (Reasoning) vs GLM-5.2 (Non-reasoning)

GLM-5.1 (Reasoning) vs GLM-5.2 (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-5.1 (Reasoning)GLM-5.2 (Non-reasoning)Difference
Intelligence (higher is better)26.122.4−14.2% GLM-5.2 (Non-reasonin… is 14.2% less intelligent
Total AA cost (lower is better)$1,486.78Not reported— not comparable
End-to-end time (lower is better)64.38s3.91s−93.9% GLM-5.2 (Non-reasonin… is 93.9% faster
Price per 1M tokens (in / out)$1.28 / $4.07$1.40 / $4.40
Input modalitiesTextText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-5-1/glm-5-2-non-reasoning · Markdown: /api/v1/compare/glm-5-1/glm-5-2-non-reasoning?format=md · llms.txt · agent skill