A research is presented on quantitative structure–activity relationship (QSAR) studies on the more recent class of non-peptidic CCK1 receptor antagonists. Our results suggest that the balance of hydrophobicity and volume dependent polarizability term plays a key role in the antagonism of CCK1 receptor.