Catalysts influence the stoichiometry of a reaction by providing an alternative reaction pathway with a lower activation energy. This can affect the reaction mechanism and change the rate at which reactants are converted to products. As a result, the stoichiometric coefficients of the reactants and products may be altered, leading to different reaction efficiencies and product distributions.