Usually the enemy that heroes face, and if the enemy is a male, it is called a "super male villain." Super male villains usually have an evil face and evil minds. They often compete with heroes, but generally speaking, it is the hero who wins in the end. Therefore, the expression can not only refer specifically to the villain male character in a movie or anime, but also a villain who does no evil.
