Having been in audio clubs in which we sound-test cool speakers and amps and, yes, cables and such, I've seen enough to say, with confidence, that the very first thing one should do is a blind test. Have someone queue up the music without telling you which one, then you say which. Have them flip a coin on their own to choose which one to play. Do this twenty times for at least a modicum of statistical breadth, then check the results.
My most famous run with this kind of thing earned me $100. A friend said he could DEFINITELY tell the difference between a famous Canadian amplifier and a mid-priced Japanese amp. He bet $100. We did the test and not only did he completely not know which amp was which, he would vehemently shout "That's the Canadian League there, boys!" when the other amp was blasting the music.
This is not to say there aren't differences in your files/exports/Sonars; it's just to say that the very simplest thing to start with is a blind test. If that is miserable for you, then the rest is explained.