As the performance of RBFE calculations is determined by the errors made along each edge of the chosen network, different network topologies should result in a difference in the estimation of binding free energies (∆G). A quantitative approach for comparing RBFE networks is thus possible by processing each edge of the networks with the same RBFE protocol, and comparing the estimated binding free energies with experimental data.