Cloud computing and grid computing are distinct models of distributed computing, with cloud computing offering centralized resource management and scalability, while grid computing relies on a distributed model with local management. Cloud computing is typically more cost-effective and accessible via the internet, whereas grid computing operates within a local network requiring user investment in hardware. The choice between the two depends on organizational needs and specific computing tasks.