The Cost of Self-Hosting Open-Source LLMs: GPUs, Staffing, and Operations
Self-hosting an open-source LLM in production costs roughly $150,000 to $2 million or more per year in 2026. GPUs are only part of the bill: for most companies, the engineers who run the stack cost as much as or more than the hardware.