  We point out some limits of the perturbative renormalization group used in
statistical mechanics both at and out of equilibrium. We argue that the non
perturbative renormalization group formalism is a promising candidate to
overcome some of them. We present some results recently obtained in the
literature that substantiate our claims. We finally list some open issues for
which this formalism could be useful and also review some of its drawbacks.
