We establish exponential mixing for the geodesic flow ϕt : T 1 S → T 1 S of an incomplete, negatively curved surface S with cusp-like singularities of a prescribed order. As a consequence, we obtain that the Weil-Petersson flows for the moduli spaces M1,1 and M0,4 are exponentially mixing, in sharp contrast to the flows for Mg,n with 3g − 3 + n > 1, which fail to be rapidly mixing. In the proof, we present a new method of analyzing invariant foliations for hyperbolic flows with singularities, based on changing the Riemannian metric on the phase space T 1 S and rescaling the flow ϕt.