Let p : M → B be a Lagrangian fibration on a hyperkähler manifold of maximal holonomy (also known as IHS), and H be the generator of the Picard group of B. Assume that p has no multiple fibers in codimension 1. We prove that p ∗ (H) is a primitive class on M.