PostgreSQL is widely adopted because it removes licensing constraints and gives companies like OpenAI, Lovable, and Supabase, a reliable foundation for running production systems at scale. However, once deployed, the cost conversation of PostgreSQL shifts away from licensing and toward how efficiently the database supports the workload it is running.