Both methods serve the same purpose of converting NumPy arrays to Python lists, and they produce the same output. The choice of method often depends on personal preference or specific use cases. The tolist() method is specific to NumPy arrays, whereas the list() constructor is a built-in Python function that can convert any iterable (including NumPy arrays) to a list.