GLM-4.6 (Reasoning) vs Inkling (xhigh)

GLM-4.6 (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-4.6 (Reasoning)Not ranked · benchmark data missing
Intelligence
18.50
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-4.6 (Reasoning)Inkling (xhigh)Difference
Intelligence (higher is better)18.525.5+37.8% Inkling (xhigh) is 37.8% more intelligent
Total AA cost (lower is better)Not reported$1,026.14— not comparable
End-to-end time (lower is better)49.92s37.45s−25.0% Inkling (xhigh) is 25.0% faster
Price per 1M tokens (in / out)$0.55 / $2.20$1.00 / $4.05
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerGLM-4.6 (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-4-6-reasoning/inkling · Markdown: /api/v1/compare/glm-4-6-reasoning/inkling?format=md · llms.txt · agent skill