Edraw Max is a feature-rich diagramming tool with a user-friendly interface, ideal for users needing advanced features and collaboration capabilities. In contrast, Dia is an open-source option that is lightweight and fast but lacks the comprehensive functionalities and polish of Edraw Max, making it suitable for simpler diagramming tasks.