It matters, but don't discount cheaper amps. Some, I say some can sound great at low volumes. Like let's say for grit tones, My Line 6 Spider jam is great. For cleans and tweeds, my Fender Mustang II is great. I have tube amps as well, but they can offer additional problems at times.
One trick...