A curve over a field of characteristic p is called ordinary if the p-torsion of its Jacobian as large as possible, that is, an Fp vector space of dimension equal to its genus. In this paper we consider the following question: fix a finite field Fq and a family F of curves over Fq. Then, what is the probability that a curve in this family is ordinary? We answer this question when F is either the Artin-Schreier family in any characteristic or the superelliptic family in characteristic 2.