10/15/2026
The landscape of machine learning has evolved significantly with the introduction of Large Language Models (LLMs). Organizations now face a choice between self-hosted LLMs and API-based solutions. Self-hosted models provide greater control and customization, catering to specific business needs, while APIs offer convenience and scalability without the need for infrastructure management. For a detailed breakdown of the advantages and challenges associated with each option, visit:
GPU prices nearly doubled while API pricing fell. What that means for local LLM deployment, what an API query really costs, and when self-hosting still wins.