How was Macbeth different from other villains in Shakespeare's plays?

Macbeth is a tragic hero. In the beginning of the play the audience sympathizes for Macbeth and view Macbeth in the right when he kills Duncan. By the end of the play however views have shifted and Macbeth is seen as a villain because he has used his power for bad. In Shakespeare's plays the villains are not usually tragic heroes.