They're both saying "apples and oranges". Neither sector clearly earns more than the other, across the board. It all depends how, and what, you measure it.

Another anecdote: in the last few years, I've had two jobs, both in the private sector, where the salary, for very similar jobs, differed by 40%. Does that prove anything?