Sweet Home 3D is a free desktop application focused on 3D modeling and interior design, making it suitable for individual users and small projects. In contrast, Floorplanner is a web-based tool designed for collaborative projects and offers advanced features like cost estimation and mobile access, making it ideal for professional use in larger teams.