Finally, the use of "one-off" simulations in the estimation of errors for protein-ligand RBFE calculations was considered. We compared the errors estimated by MBAR from a single simulation to the bootstrapped error from an ensemble of simulations and conclusively demonstrated that single simulations consistently underestimate errors. This is particularly true in the case of the ligand-protein complex simulations.