This is not universal!SS power does develop better bass than will tubes.
That depends a lot on the relationship that the speaker has with the amplifier. If the speaker is easy for the amp to drive, a tube amp may well make better bass. An example is the Sound Lab ESL, which has a high impedance in the bass- and solid state amps have trouble making power into that high impedance, where tube amps don't.