In this work, we have performed a quantum chemical study for the selective oxidation of propane to propene on the M1 phase of a mixed-metal oxide catalyst, consisting of Mo−Nb−Te−O. The M1 phase of the catalyst has a complex surface structure that involves different arrangements of metal oxide sites with variable oxidation states. This complexity makes it inherently difficult to understand its activity and selectivity in catalytic reactions. In this work, we used multilayer cluster models of the main catalytic active site of M1. We explored surface dynamics and surface oxidation by O 2, oxygen vacancy formation on metal sites and the chemo-and regioselectivity of propane activation on the surface. Our investigation shows that linear scaling relationships to estimate free energy activation barriers using a simple descriptor such as the hydrogen binding energy hold true for M1. We have established a mechanistic model of the full catalytic cycle for a radical-like pathway for propane oxidation to propene on M1.