GLM-5.1 (Reasoning) vs Molmo2-8B

GLM-5.1 (Reasoning) vs Molmo2-8B. 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
Allen Institute for AIMolmo2-8BNot ranked · benchmark data missing
Intelligence
5.00
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)Molmo2-8BDifference
Intelligence (higher is better)26.15.0−80.8% Molmo2-8B is 80.8% less intelligent
Total AA cost (lower is better)$1,486.78Not reported— not comparable
End-to-end time (lower is better)60.66sNot reported— not comparable
Price per 1M tokens (in / out)$1.28 / $4.07—
Input modalitiesTextText, Image, Video
Open this matchup in the interactive pickerGLM-5.1 (Reasoning): what beats itMolmo2-8B: 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/molmo2-8b · Markdown: /api/v1/compare/glm-5-1/molmo2-8b?format=md · llms.txt · agent skill