Estimating free energy differences at equilibrium requires that the simulations used be long enough that the sampled conformations represent the true underlying distribution of the states' phase spaces. Equilibrium free energy calculations are performed by gradually transforming the system across the end states. To reliably estimate the free energy difference between the end states, the sampled phase spaces of the end states should have sufficient overlap.