We prove that a closed convex hypersurface of a Euclidean space with almost constant anisotropic first and second mean curvatures in the L p-sense is W 2,p-close (up to rescaling and translations) to the Wulff shape. We also obtain characterizations of geodesic hypersphere of space forms improving those of [7] and [8].