Are tube watts equal to solid state watts?

I remembered reading sometime back that the power for a tube amp is equivalent to double that in a solid state amp. So for eg. a tube amp with 40watts is equal in power to a solid state amp of 80watts.

Did I remember reading that correctly?

Thanks