For any root system of rank $r$, we study the "dominant weight polytope" $P^λ$ associated with a strongly dominant weight $λ$. We prove that $P^λ$ is combinatorially equivalent to the $r$-dimensional cube. As an application, we give a new proof of the known formulas for Betti numbers of Peterson varieties in classical Lie types.