This paper advances an interpretation of Von Neumann-Morgenstern's exp
ected utility model for preferences over lotteries which does not requ
ire the notion of a cardinal utility over prizes and can be phrased en
tirely in the language of probability. According to it, the expected u
tility of a lottery can be read as the probability that this lottery o
utperforms another given independent lottery. The implications of this
interpretation for some topics and models in decision theory are cons
idered.