Just a note about harmonicas and similar.

Although you can get a harmonica in any key, the reeds are physically different, and it takes more breath to play in a higher key. But on the other hand, you can play faster than in lower keys. I presume the smaller reeds have less inertia?

Therefore yes, it will sound different in different keys.