Different reed makers produce reeds which vary in many different ways
Different chanters have different natural pitches. The pitch of the each note depends on the distance from the reed to the top of the holes as well as the reed itself.
Getting the chanter reed to sound right is the most difficult part of tuning the bagpipe.