No, that is not the usual case, audio gear depends very much on the designer of your gear and your taste, some designers are just better than others.
A lot of the high end gear, you pay mostly for the box, not what is inside, especially big power amps weighing 30 kg up, it looks cool, but making a difference to the sound probably not.