Abstract: We compute the Aeppli cohomology of compact Bismut flat manifolds of rank two. In particular, we verify that the (1,1)-Aeppli cohomology is of dimension one and generated by the classes of the Bismut flat metrics coming from the Killing form. This yields a result on the stability of the pluriclosed flow on these manifolds.