Overall, we find that di erent partial charge assignment methods can result in significantly di erent partial charges depending on the choice of input conformer, with charges varying in some cases by up to 0.23 e (Figure ). We will explore below (Section 3.3) whether this level of variation is functionally important for free energy calculations.