Formally, the stochastic error scales as O(1/ √ NN r ), where N r is the number of random vectors used in the stochastic average and N is the dimension of the Hamiltonian Ĥ (i.e., the number of molecules in the current context). However, we find that the error in the partial density of states scales unfavorably with the number of