We compared rigid docking with varying prior knowledge to AF3 on single-ligand systems in RnP. Unrealistic scenario (redocking) shows cases in lower bins aren’t challenging from a physics perspective, while AF3-dock-ideal indicates holo conformation prediction for those cases remains difficult.(2/5)