DFT calculations were performed to further elucidate why the addition of metal oxides enhances the product yield towards lactic acid by studying the adsorption of reaction intermediates on the metal oxides with respect to Pt. We explored the trend in DHA and GLAD adsorption, the key precursors of the competing reaction pathways, against lactic acid product yield of all catalysts.