Gandalf against Dumbledore. With all my love (without irony) for the series of GP books, I am forced to admit that Gandalf will win, he is Olorin, who was one of the most powerful Mayars. Dumbledore was “only” an ordinary wizard, even the most powerful of the 20th century.