According to the discussion in [Coxeter (1968)](http://link.springer.com/article/10.1007%2FBF01817563), the tangent points lie asymptotically on a [concho-spiral](http://en.wikipedia.org/wiki/Conchospiral), so the distribution is not uniform on the sphere, but is uniform on a circle.