GLM-5 (Non-reasoning) vs Ling 3.1 Flash

GLM-5 (Non-reasoning) vs Ling 3.1 Flash. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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 (Non-reasoning)Ling 3.1 FlashDifference
Intelligence (higher is better)21.841.1+88.5% Ling 3.1 Flash is 88.5% more intelligent
Total AA cost (lower is better)Not reported$1,014.56— not comparable
End-to-end time (lower is better)9.03s13.57s+50.3% Ling 3.1 Flash is 50.3% slower
Price per 1M tokens (in / out)$1.00 / $3.20$0.30 / $0.90
Input modalitiesTextText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-5-non-reasoning/ling-3-1-flash · Markdown: /api/v1/compare/glm-5-non-reasoning/ling-3-1-flash?format=md · llms.txt · agent skill