GLM-4.6V (Reasoning) vs GPT-6 Sol (Non-reasoning)

GLM-4.6V (Reasoning) vs GPT-6 Sol (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Z AIGLM-4.6V (Reasoning)Not ranked · benchmark data missing
Intelligence
11.20
Total cost
-
OpenAIGPT-6 Sol (Non-reasoning)Off the frontier
Intelligence
28.50
Total cost
$449
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-6 Sol (Non-reasoning)Difference
Intelligence (higher is better)11.228.5+154.5% GPT-6 Sol (Non-reason… is 2.5× more intelligent
Total AA cost (lower is better)Not reported$449.37— not comparable
End-to-end time (lower is better)32.97s5.52s−83.3% GPT-6 Sol (Non-reason… is 83.3% faster
Price per 1M tokens (in / out)$0.30 / $0.90$2.00 / $10.0
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGLM-4.6V (Reasoning): what beats itGPT-6 Sol (Non-reasoning): what beats it
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-6-sol-non-reasoning · Markdown: /api/v1/compare/glm-4-6v-reasoning/gpt-6-sol-non-reasoning?format=md · llms.txt · agent skill