We study the Hardy-Littlewood maximal operator M on L(X) when X is an unbounded (quasi)metric measure space, and p may be unbounded. We consider both the doubling and general measure case, and use two versions of the log-Hölder condition. As a special case we obtain the criterion for a boundedness of M on L(R,μ) for arbitrary, possibly non-doubling, Radon measures.