GLM-5.2 (Non-reasoning) vs Inkling Small

GLM-5.2 (Non-reasoning) vs Inkling Small. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Z AIGLM-5.2 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
22.40
Total cost
-
Thinking MachinesInkling SmallOff the frontier
Intelligence
25.70
Total cost
$241
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-5.2 (Non-reasoning)Inkling SmallDifference
Intelligence (higher is better)22.425.7+14.7% Inkling Small is 14.7% more intelligent
Total AA cost (lower is better)Not reported$240.85— not comparable
End-to-end time (lower is better)3.88s12.67s+226.5% Inkling Small is 226.5% slower
Price per 1M tokens (in / out)$1.40 / $4.40$0.30 / $1.20
Input modalitiesTextText, Image, Speech
Open this matchup in the interactive pickerGLM-5.2 (Non-reasoning): what beats itInkling Small: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-5-2-non-reasoning/inkling-small · Markdown: /api/v1/compare/glm-5-2-non-reasoning/inkling-small?format=md · llms.txt · agent skill