In this article, we aim to determine whether the trade-off between perm-selectivity and permeability, known as the Robeson bound, can be observed in a series of model polymer membranes using non-equilibrium molecular dynamics simulations. Addressing this question is essential for advancing molecular simulations as a reliable tool in designing improved polymer materials for demanding chemical separations.