Tubes are not best, or even better, but they are different, and for those who judge hifi by what it sounds like, may well prefer the sound, and therefore for them it's better.
I don't think tube amplifiers are crap, just that they distort more than SS amplifiers, have a higher output impedance, a less extended frequency response and generally higher noise, consume more power and are more expensive to make and heavier to ship but, the better examples can still measure well enough to be transparent, albeit with care over what load they are driving.
It seems to me that a tube amplifier that's transparent is just pointless, as then it would sound like pretty much any SS amplifier, so why bother? (looks?) So, that leaves tube amplifiers being chosen because they sound (and mostly look) different, and that now becomes a matter of taste, not audio engineering.
S.