you opened up a can of warms......
my take, different amps will sound differently
on different speakers using different sources,
i do not think this can be debated upon....
what the challenge poses i think is that it will be very hard
to pick a particular amp from among several amps that
are feeding the same set of speakers, using the same gain,
run well below clipping and using the same input...
it is this context that the statement, "all amplifiers sound the same"
was based upon...
i do not think that audiophiles will accept this, the testing methodology
alone is subject to heated debates by either camps...