A method for the multifidelity Monte Carlo (MFMC) estimation of statistical quantities is proposed which applicable to computational budgets any size. Based on a sequence optimization problems each with globally minimizing closed-form solution, this extends usability well known MFMC algorithm, recovering it when budget large enough. Theoretical results verify that approach at least as optimal i...