Given that everyone sells DRM-free files these days, I see little reason to limit yourself to one store. Just buy wherever you get the best value. You can import the files into iTunes in any case if that's what you prefer.
I still buy CDs and then rip them to different formats. I mostly buy on ebay. New releases from Best Buy if they are available there, otherwise Amazon.