Tube Power vs Solid State Power


I continually hear Tube power is more powerful than Solid State Power. IE; “A 20 watt tube amp’s power is like a 60 watt Solid State Amp’s Power” and so on… Is this true ???

I always think of the “What’s Heavier, a pound of Feathers or pound of Rocks story?” A pound is a pound right ? 
Maybe someone could offer some thoughts and explain if this is true or not. 
Thanks
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Thank you … I should have searched 1st before posting but see others too have been fed the same line. 
As mentioned watts are watts, but I do think there are a couple of other potential factors to consider that may lead to the "tube watts are louder" perception.

Wattage rating aside, and SS or tubes aside, well made amps tend to have better dynamics, better clarity, better control, and are better able to meet the demands of driving a loudspeaker than mediocre amps, so tend to sound good and have excellent impact even when pushed a bit. I suspect that many lower wattage tube amps (ie 5-40 watts) are built to a higher quality standard than most smaller wattage SS amps, due in part to specs and marketing influence. Good SS amps tend to have higher output because it’s easy and fairly inexpensive to increase that output during the design phase. While I do think there are differences in how they sound, and tube amps are known to have different distortion characteristics than SS amps (see HIlde45’s link), given comparable build quality, I think a good lower watt SS amp can sound as loud as a good lower watt tube amp.  I suspect it's often more of an apples to oranges comparison.