GLM-4.5V (Reasoning) vs Inkling (xhigh)

GLM-4.5V (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 (Reasoning)Not ranked · benchmark data missing
Intelligence
7.60
Total cost
-
Thinking MachinesInkling (xhigh)Off the frontier
Intelligence
25.50
Total cost
$1026
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 (Reasoning)Inkling (xhigh)Difference
Intelligence (higher is better)7.625.5+235.5% Inkling (xhigh) is 3.4× more intelligent
Total AA cost (lower is better)Not reported$1,026.14— not comparable
End-to-end time (lower is better)56.45s37.45s−33.7% Inkling (xhigh) is 33.7% faster
Price per 1M tokens (in / out)$0.60 / $1.80$1.00 / $4.05
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerGLM-4.5V (Reasoning): what beats itInkling (xhigh): what beats it
Matchup

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