We show that the triply graded Khovanov-Rozansky homology of the torus link T n,k stablizes as k → ∞. We explicitly compute the stable homology, as a ring, which proves a conjecture of Gorsky-Oblomkov-Rasmussen-Shende. To accomplish this, we construct complexes Pn of Soergel bimodules which categorify the Young symmetrizers corresponding to one-row partitions and show that Pn is a stable limit of Rouquier complexes. A certain derived endomorphism ring of Pn computes the aforementioned stable homology of torus links.