This paper presents complexity results for model checking concurrent programs against temporal-epistemic formulae. We apply these results to evaluate the complexity of verifying programs by means of two model checkers for multi-agent systems: MCMAS and Verics. General Terms Algorithms; Theory; Verification Keywords Model checking multi-agent systems; Complexity