We consider the aggregation of individual agents ’ von Neumann-Morgenstern’s util-ity functions into a societal von Neumann-Morgenstern utility function. We start from Harsanyi’s [14] axiomatization of utilitarianism, and ask under which conditions a so-cial preference order that satisfies Harsanyi’s axiom uniquely reveals society’s marginal rates of substitution between the probabilities of any two agents ’ most preferred alter-natives. We then introduce three axioms for these revealed marginal rates of substitu-tion. Our main result is that the only welfare function that satisfies these three axioms is the relative utilitarian welfare function. This welfare function, that was introduced in Dhillon [7] and Dhillon and Mertens [9], normaliz...