Comparison of gradients computed via Eq. (A1) to those computed with finite differences using a displacement of 10−4 Å. The grid spacing is in Å. MAE is the mean absolute error, and max is the maximum absolute error (both in kcal/mol-Å) for the x, y, and z components of the gradient for 20 randomly selected atoms. Δμ is the excess chemical potential in kcal/mol. The final four columns give the excess number of water molecules and ions. The system is one unit cell of the sarcin–ricin system PDB ID 480d, with 108 nucleotides and a solute charge of −104e. The solvents are 0.02M MgCl2 and 0.14M KCl in water.