There are numerous underlying causes for the differences in accuracy in addition to the small molecule force field, e.g. sampling, specifics of the calculation procedure, initial system setup. In the analysis in Figure we attempted to elucidate the main determinants underlying ∆∆G prediction accuracy related to the convergence of an alchemical perturbation.