  We show that, for a finitely generated residually finite group $\Gamma$, the
word $[x_1, \ldots, x_k]$ is a probabilistic identity of $\Gamma$ if and only
if $\Gamma$ is virtually nilpotent of class less than $k$. Related results,
generalizations and problems are also discussed.
