JSF (JavaServer Faces) is a component-based framework ideal for complex pages with multiple forms and complex UI logic, especially when developers have GUI application experience. JSP is simpler and more suitable for lightweight applications with minimal form complexity. JSF provides better state management and event handling for complex interfaces.