UptimeRobot is a cloud-based service that offers a user-friendly interface and various monitoring options with alerts, making it suitable for users looking for an easy setup. In contrast, PHP Server Monitor is an open-source and self-hosted solution that provides great customization and flexibility, appealing to users who prefer complete control over their monitoring system.