OpenGeo Suite is an open-source platform with comprehensive geospatial capabilities, ideal for users needing advanced analysis tools and data format support. In contrast, MapBox offers a more user-friendly experience with interactive mapping features and strong performance, making it suitable for developers looking for rapid deployment and ease of use.