From these conclusions we summarise that relative binding free energy calculations performed in different MD packages are reproducible and moreover TI and MBAR estimators also produce reproducible results. This reproducibility can only be measured reliably with appropriate control of uncertainty and it is clear that "one-off" simulations do not provide reliable estimates of uncertainty.