Thurston gave an explicit construction of pseudo-Anosov elements in the mapping class group of a compact surface, using Dehn twists in pairs of filling multicurves. We show that the probability that a random walk of length n on the mapping class group gives an element which has a power arising from Thurston’s construction tends to zero as n tends to infinity. This is joint work with Jing Tao.