A method can be considered efficient if it quickly reduces the standard deviation and bias. In the cases where convergence was achieved we therefore investigated how standard deviation and bias behave over the observed simulation time scale for the two methods. For the bias we used the converged final ∆G estimate as the true reference, although the supposedly converged free energy difference might not be correct if the most important conformations have not been sampled.