PHP Server Monitor is a self-hosted solution ideal for PHP-centric applications, offering flexibility and cost-effectiveness. In contrast, StatusCake provides a comprehensive, user-friendly platform with robust monitoring capabilities and multi-location checks, making it suitable for larger teams and varied applications.