GLM-5.1 (Non-reasoning) vs Inkling (Xhigh)

GLM-5.1 (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-5.1 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
24.20
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-5.1 (Non-reasoning)Inkling (Xhigh)Difference
Intelligence (higher is better)24.225.0+3.3% Inkling (Xhigh) is 3.3% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)9.17s14.41s+57.1% Inkling (Xhigh) is 57.1% slower
Price per 1M tokens (in / out)$1.38 / $4.40$1.00 / $4.05
Input modalitiesTextText, Image, Speech
Open this matchup in the interactive pickerGLM-5.1 (Non-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-5-1-non-reasoning/inkling · Markdown: /api/v1/compare/glm-5-1-non-reasoning/inkling?format=md · llms.txt · agent skill