The faster the aircraft is travelling the greater the volume of air that can pass through the jet engine, therefore the faster that fuel can be burned and the greater the power developed.
Therefore, for a jet engine, a simple measure of maximum horsepower is meaningless because it depends how fast you are going. Maximum thrust, on the other hand, is approximately constant (at any given altitude).