GLM-4.5V (Non-reasoning) vs Inkling (Xhigh)

GLM-4.5V (Non-reasoning) vs Inkling (Xhigh). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Z AIGLM-4.5V (Non-reasoning)Not ranked · benchmark data missing
Intelligence
6.70
Total cost
-
Thinking MachinesInkling (Xhigh)Not ranked · benchmark data missing
Intelligence
25.00
Total cost
-
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 (Non-reasoning)Inkling (Xhigh)Difference
Intelligence (higher is better)6.725.0+273.1% Inkling (Xhigh) is 3.7× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)10.90s13.75s+26.1% Inkling (Xhigh) is 26.1% slower
Price per 1M tokens (in / out)$0.60 / $1.80$1.00 / $4.05
Input modalitiesText, ImageText, Image, Speech
Open this matchup in the interactive pickerGLM-4.5V (Non-reasoning): what beats itInkling (Xhigh): what beats it
Matchup

Compare something else

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