Cloud and non-cloud operating systems differ in their architecture, deployment models, and usage scenarios. Cloud operating systems are deployed in the cloud and have distributed, virtualized architectures that can dynamically scale. Non-cloud operating systems are deployed locally on physical hardware and have centralized architectures. Cloud operating systems offer advantages like elasticity and pay-per-use but lack control, while non-cloud operating systems provide more control but lack scalability.