Amplifiers employing tubes often present a larger, deeper sound stage that some term ‘halographic.’ Tubes also have a distinctive distortion signature that I notice most with guitar treble. Jimi Hendrix and Stevie Ray Vaughan solos sound like they’re playing different instruments when reproduced with transistor vs. tube amps. The transistors result in clearer, cleaner sounds; but the tubes sound like what I remember from the 70’s (in Jimi’s case). That reverberating, echoey sound can’t be reproduced by transistors, in my experience.
There was a time when this was true but no longer. I'm not saying that all solid state amps can do all the things that tubes can, but there are some out there and notably, are not as expensive as tube amps of the same power. For me this is about good low level detail retrieval, with an involving sound that is smooth without harshness or brightness. Tubes used to rule the roost on this but that has changed.