GLM-5.1 (Reasoning) vs Inkling (Xhigh)

GLM-5.1 (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-5.1 (Reasoning)Off the frontier
Intelligence
26.10
Total cost
$1487
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-5.1 (Reasoning)Inkling (Xhigh)Difference
Intelligence (higher is better)26.125.0−4.2% Inkling (Xhigh) is 4.2% less intelligent
Total AA cost (lower is better)$1,486.78Not reported— not comparable
End-to-end time (lower is better)63.24s14.41s−77.2% Inkling (Xhigh) is 77.2% faster
Price per 1M tokens (in / out)$1.28 / $4.07$1.00 / $4.05
Input modalitiesTextText, Image, Speech
Open this matchup in the interactive pickerGLM-5.1 (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-5-1/inkling · Markdown: /api/v1/compare/glm-5-1/inkling?format=md · llms.txt · agent skill