What is the max horsepower that you can put on an auto transmission?

Im just wondering if there was a limited amount of hp that you can put on an auto trans.

Depends on the transmission. A Muncie M22 is better than a 350 turbo and can handle more torque and horsepower. The way its made is more of a variable than if its automatic or manual.