QSAR concerning the anti-HIV and cytotoxic activities of a series of HEPT analogues has been established using a Hansch-type approach (TSAR™), a neural network approach (TSAR) and a pharmacophore search method (CATALYST™). The techniques employed allowed reliable activity predictions and confirmed the heterogeneity of this series of compounds, which was previously established in biochemical experiments.