Put simply and without a lot of technical detail, as other have noted, many solid state amps sound downright nasty when they clip, while tube amps don't. That allows you to leave the tube amp at the higher volume even though it is still clipping versus a clipping solid state amp that sends you running to turn the volume control down. That's one of the big reasons many electric guitar players greatly prefer tube amps.
