ParseHub is a user-friendly, cloud-based web scraping tool ideal for non-technical users, offering a GUI and built-in templates. In contrast, Scrapy is a powerful, customizable framework designed for developers, requiring programming knowledge and offering extensive features for large-scale scraping projects.