Gemini 3.1 Flash-Lite vs GLM-5 (Non-reasoning)

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

GoogleGemini 3.1 Flash-LiteOff the frontier
Intelligence
15.60
Total cost
$156
Z AIGLM-5 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
21.80
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.

MetricGemini 3.1 Flash-LiteGLM-5 (Non-reasoning)Difference
Intelligence (higher is better)15.621.8+39.7% GLM-5 (Non-reasoning) is 39.7% more intelligent
Total AA cost (lower is better)$155.87Not reported— not comparable
End-to-end time (lower is better)6.08s9.03s+48.5% GLM-5 (Non-reasoning) is 48.5% slower
Price per 1M tokens (in / out)$0.25 / $1.50$1.00 / $3.20
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemini 3.1 Flash-Lite: what beats itGLM-5 (Non-reasoning): what beats it
Matchup

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