StarUML is a powerful, commercial UML modeling tool known for its extensive features and active community support, while Umbrello is an open-source alternative that is lightweight and suitable for smaller projects but lacks some advanced capabilities. Users may prefer StarUML for its rich feature set and modern interface, while Umbrello is ideal for those seeking a free and straightforward UML tool.