GLM-4.6V (Reasoning) vs GPT-5.2 (Non-reasoning)

GLM-4.6V (Reasoning) vs GPT-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-4.6V (Reasoning)GPT-5.2 (Non-reasoning)Difference
Intelligence (higher is better)11.217.0+51.8% GPT-5.2 (Non-reasonin… is 51.8% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)33.79s8.19s−75.8% GPT-5.2 (Non-reasonin… is 75.8% faster
Price per 1M tokens (in / out)$0.30 / $0.90$1.75 / $14.0
Input modalitiesText, ImageText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-4-6v-reasoning/gpt-5-2-non-reasoning · Markdown: /api/v1/compare/glm-4-6v-reasoning/gpt-5-2-non-reasoning?format=md · llms.txt · agent skill