Some audio equipment with great specs sounds awful. This why I would never buy something I had not listened to. The sound cannot be entirely determined by the specs.
There is almost no tube amp that can match the "specs" of a cheap solid state amp. I prefer the sound of tube equipment because it sounds more natural to me. I also prefer vinyl to CD but the sound of my current CD player is very close to analog. I probably actually listen to CDs more than records because it is easier. When I want to relax and just enjoy listening to music I put records on my TT.
Look up stochastic noise and resonance. We don't love in an anechoic chamber. That is why good analog equipment sounds "natural".
The irony is that the most expensive solid state amps strive to sound like tube amps. The most expensive CD players strive to sold like vinyl. Why, because natural sound in our normal environment is analog. Analog just "feels" better. You can't measure it, you just know it when you hear it. In fact, my main criteria for deciding on what audio equipment I buy is, "does listening to this this make me feel better?".