Generalizations cannot be made on this topic IMO, any more than generalizations about SS outputs. It is very dependent on the design. Most tube designs have poorly designed power supplies and distribution, not to mention poor parts selection, so they appear to have "bloom" or HF roll-off or flabby bass. There is no reason why a tube design cannot sound a LOT like a decent SS design, and can be even better due to better dynamic linearity. It is also very dependent on the AC-coupling capacitors. Many times, it is the capacitors that you hear, not the tubes.
There are a few tubes that just dont perform well in ANY design, but there are the same analogies with op-amps and even transistors....these are the exception, not the rule.