Although a low error in the reproduction of the QM potential energy surface is clearly the desired result, this does not necessarily correspond to accurate non-bonded force field parameters. The degree to which torsional parameters can improve the fit between MM and QM scans depends not only on the accuracy of the non-bonded, and bond and angle, parameters, but also on the shape of the energy difference between the QM and MM scans.