GLM-5.3 (Max) vs Llama 3.1 Instruct 8B

GLM-5.3 (Max) vs Llama 3.1 Instruct 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-5.3 (Max)Off the frontier
Intelligence
44.80
Total cost
$2503
MetaLlama 3.1 Instruct 8BNot ranked · benchmark data missing
Intelligence
6.90
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-5.3 (Max)Llama 3.1 Instruct 8BDifference
Intelligence (higher is better)44.86.9−84.6% Llama 3.1 Instruct 8B is 84.6% less intelligent
Total AA cost (lower is better)$2,503.48Not reported— not comparable
End-to-end time (lower is better)31.62s4.54s−85.6% Llama 3.1 Instruct 8B is 85.6% faster
Price per 1M tokens (in / out)$1.40 / $4.40$0.04 / $0.07
Input modalitiesTextText
Open this matchup in the interactive pickerGLM-5.3 (Max): what beats itLlama 3.1 Instruct 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-5-3/llama-3-1-instruct-8b · Markdown: /api/v1/compare/glm-5-3/llama-3-1-instruct-8b?format=md · llms.txt · agent skill