GLM-4.5V (Non-reasoning) vs Llama 3.1 Instruct 8B

GLM-4.5V (Non-reasoning) 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.

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-4.5V (Non-reasoning)Llama 3.1 Instruct 8BDifference
Intelligence (higher is better)6.76.9+3.0% Llama 3.1 Instruct 8B is 3.0% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)10.96s4.64s−57.7% Llama 3.1 Instruct 8B is 57.7% faster
Price per 1M tokens (in / out)$0.60 / $1.80$0.04 / $0.07
Input modalitiesText, ImageText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-4-5v/llama-3-1-instruct-8b · Markdown: /api/v1/compare/glm-4-5v/llama-3-1-instruct-8b?format=md · llms.txt · agent skill