For any finite point set , we denote by the ratio of the largest to the smallest distances between pairs of points in . Let be the largest integer such that any -point set in general position, satisfying (informally speaking, `non-elongated’), contains a convex -polytope. Valtr proved that , which is asymptotically tight in the plane. We generalize the results by establishing . Along the way we generalize the definitions and analysis of convex cups and caps to higher dimensions, which may be of independent interest. Joint work with Boris Bukh.