The question of whether contributions of exotic multiplets of the gauge group to the running of gauge coupling constants from the string scale to low energy can lead to consistency with the precision low energy values of gauge couplings is discussed for theories with SO(6) x SO(4), SU(3) x SU(3) x SU(3) and flipped SU(5) x U(1) grand unification.