Neon aims to be a serverless Postgres database that scales seamlessly with demand, making it an ideal choice for developers seeking simplicity in database management. Supabase, on the other hand, is positioned as an open-source Firebase alternative, offering a comprehensive backend solution that includes authentication, database, and storage functionalities.