We study stochastic two-player games where the goal of one player is to achieve precisely a given expected value of the objective function, while the goal of the opponent is the opposite. Potential applications for such games include controller synthesis problems where the optimisation objective is to maximise or minimise a given payo function while respecting a strict upper or lower bound, respectively. We consider a number of objective functions including reachability, !-regular, discounted...