We show that the problem of reaching a state set with probability 1 in probabilisticnondeterministic systems operating in parallel is EXPTIME-complete. We then show that this probabilistic reachability problem is EXPTIME-complete also for probabilistic timed automata. Key words: probabilistic systems, model checking, computational complexity, formal methods, timed automata