Successful prediction of α-cyclodextrin binding constants with a new 3D-QSAR model. The 3D-QSAR model uses local sigma profiles that emerge from the COSMO-RS theory. Comparison of the new 3D-QSAR model with two standard models. Accurate predictions of steric effects that influence the binding by the new model. Validation of the modeling approaches with a literature data set.