A method is described that can predict the miscibility of the great majority of polyolefins based just on their chemical architecture. The miscibility of polyolefins is shown to be essentially controlled by their solubility parameters, d, which in turn depend on the chain dimensions of the chains through the packing length lp. A method to estimate lp from chain architecture is also shown, giving a very powerful mechanism to predict the mixing thermodynamics from chemical structure.