Apriel-v1.6-15B-Thinker vs GLM-5.3-Flash

Apriel-v1.6-15B-Thinker vs GLM-5.3-Flash. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

ServiceNowApriel-v1.6-15B-ThinkerNot ranked · benchmark data missing
Intelligence
13.40
Total cost
-
Z AIGLM-5.3-FlashOff the frontier
Intelligence
41.80
Total cost
$306
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.

MetricApriel-v1.6-15B-ThinkerGLM-5.3-FlashDifference
Intelligence (higher is better)13.441.8+211.9% GLM-5.3-Flash is 3.1× more intelligent
Total AA cost (lower is better)Not reported$305.52— not comparable
End-to-end time (lower is better)Not reported37.69s— not comparable
Price per 1M tokens (in / out)—$0.15 / $0.50
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerApriel-v1.6-15B-Thinker: what beats itGLM-5.3-Flash: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/apriel-v1-6-15b-thinker/glm-5-3-flash · Markdown: /api/v1/compare/apriel-v1-6-15b-thinker/glm-5-3-flash?format=md · llms.txt · agent skill