Apache Mesos is designed for managing large-scale clusters and provides efficient resource management, while Virtual PC is a virtualization tool primarily used for running multiple operating systems on a single machine. Mesos excels in scalability and fault tolerance, whereas Virtual PC is more user-friendly and suitable for development and testing environments.