GLM-4.6V (Non-reasoning) vs Solar Pro 4

GLM-4.6V (Non-reasoning) vs Solar Pro 4. 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 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
8.40
Total cost
-
UpstageSolar Pro 4Off the frontier
Intelligence
26.60
Total cost
$737
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 (Non-reasoning)Solar Pro 4Difference
Intelligence (higher is better)8.426.6+216.7% Solar Pro 4 is 3.2× more intelligent
Total AA cost (lower is better)Not reported$736.82— not comparable
End-to-end time (lower is better)9.86sNot reported— not comparable
Price per 1M tokens (in / out)$0.30 / $0.90$0.30 / $1.20
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGLM-4.6V (Non-reasoning): what beats itSolar Pro 4: 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/solar-pro4 · Markdown: /api/v1/compare/glm-4-6v/solar-pro4?format=md · llms.txt · agent skill