Abstract : In the first part of this paper [7], we have proposed a stochastic particle method to compute statistical solutions of a McKean-Vlasov equation with random initial condition and we have empirically studied its convergence rate. In this second part, we estimate the convergence rate of our method in terms of the number of simulated particles and the time discretization step.