A rarely mentioned fact in these discussions is that good quality amps sound exactly alike if played at exactly equal volumes within the flat/linear range of their capacity.
WHAT! Exactly alike? Yes, it's a little known but well-established fact.
Before you jump to the conclusion that I'm a moron who knows nothing about amps, take the time to read this
"differences between amplifiers".
So, if two amps sound noticibly different, you haven't matched volume levels carefully enough or one of them is being overdriven.
Buy the cheapest well-made amp you can find enough that has enough power to drive your speakers at desired volumes. Forget about whether brand X "sounds" better than brand Y.