Quantitative structure – activity relationship (QSAR) models are generated for biological activity and toxicity in terms of global and local reactivity descriptors within a conceptual density functional theory framework. Possible anticancer activity of two new metal – borane clusters is analyzed. © Springer-Verlag Berlin Heidelberg 2013.