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Ten years of A/B/X Testing
Experience from many years of double-blind listening tests of audio equipment is summarized. The results are generally consistent with threshold estimates from psychoacoustic literature, that is, listeners often fail to prove they can hear a difference after non-controlled listening suggested that there was one. However, the fantasy of audible differences continues despite the fact of audibility thresholds.
Testing has been done and the results using double blind tests, amplifiers have never been repeatedly identifiable on music if the usual matching and overload precautions were observed.
Humans have audibility thresholds no amount of training can overcome basic human anatomy.
You could say science has a starting and end point.