Yes, they sound differently and sometimes so unique that a musician can tell, which manufacturer built a drum.
That's why some drummers also mix their drum set parts.
For example: If a particular snare drum doesn't fit the sound you are looking for, then choose another one from another manufacturer or build your own.
There are no rules when setting up the best drum set for yourself.