To experiment, find some chanterelles, lobster or porcini, and shitake mushrooms. These should be available fresh or dried in many large groceries in bigger cities. Make some dishes with each or try a taste.
Huge huge differences in mushrooms.
My favs are chanterelles, chicken of the woods, and candy caps (which have a distinct maple/sotolon flavor).