Implementing Runnable interface is preferred over extending Thread class because Java supports only single inheritance - by implementing Runnable, your class can still extend another class if needed. It also separates the task logic from the thread execution mechanism, following better object-oriented design principles. Extending Thread should only be used when you need to override Thread methods other than run().