PyCharm is a powerful IDE suited for professionals and web developers, offering advanced features like integrated database tools and extensive plugin support. In contrast, Eric is a lightweight, open-source IDE that caters to smaller projects and is more suitable for beginners due to its simpler interface but lacks some of the advanced functionalities of PyCharm.