To add to what Stan just said also don't forget that as you back up to find the distance where you get the same pattern count you are also losing pellet energy. You will thus not have an equal killing power as with the shorter range of the more open choke.
I totally agree with what tan said, just wanted to add this little caveat.

Miller/TN
I Didn't Say Everything I Said, Yogi Berra