Is the root-mean-square velocity of gas particles always faster than the average velocity?

I’ve done a couple of calculations with both and that seems to be the case; however can you make a formal mathematical proof of it?

The classical analysis is known as the Maxwell-Boltzmann distribution.

The RMS velocity is about 108% of the average velocity.