
Cloud AI API vs Local LLM Costs: Where Does Self-Hosting Break Even?
Compare cloud AI API pricing with self-hosting a local LLM. See GPU rental rates, hidden staffing costs, and the monthly token volume where self-hosting wins.

Compare cloud AI API pricing with self-hosting a local LLM. See GPU rental rates, hidden staffing costs, and the monthly token volume where self-hosting wins.

Compare AI API pricing per task with per-seat SaaS subscriptions for internal tools, with code review cost math, break-even points, and SaaS waste data.

GLM-5.3-Flash and Qwen3.8 now run on a single GPU. Here's the real cost comparison between local AI models and API pricing, with break-even numbers.