Cloud computing and grid computing are distinct distributed computing models with key differences in resource management and deployment. Cloud computing is centrally managed, scalable, and accessible over the internet, while grid computing is organization-specific and does not rely on virtualization. The choice between them depends on user needs for flexibility, resource control, and security.