Monolithic architectures are composed of a single program or platform, making building and deploying easy but scaling up difficult and time-consuming. On the other hand, SOA is based on services that work together in an orchestrated manner, providing greater flexibility, extensibility, and reusability of existing services. SOA allows for application modularity, service reusability, and enhanced security in the development process, but requires complex orchestration from a centralized component.