Private LLMs Achieve Favorable TCO at Enterprise Scale
Private LLM (Self-Hosted)
SaaS Enterprise AI
While self-hosted Private LLMs require higher initial infrastructure and setup capital, their predictable maintenance costs often result in a lower cumulative Total Cost of Ownership over a multi-year period compared to scaling per-user SaaS subscriptions.