I am extremely disappointed with this machine. I bought this specifically because it had a GPU, which I thought would be beneficial for programming with data. However, the new Apple Chip is completely unworkable. None of the modern software packages for data science are compatible with the chip, rendering the machine worthless and void for its intended purpose. I will never purchase another Apple machine.