The interesting applications of ultrathin silica films on transition metals drove us to analyze the interactions between them. We selected only sixteen transition metals to observe a pattern and started at a molecular level to understand the principal interactions involved between them. A conformational search and a subsequent optimization of the structures, together with frequency calculations at the MP2/LANL2DZ level of theory for the metals and MP2/6-31G* for the rest of the atoms. The results show that the interactions are favorable with the transition metals we selected.