Summary: Error estimates for radial basis function interpolation are usually based on the concept of native Hilbert spaces. We investigate how good the well known \(L_p\)-error estimates are by giving lower bounds. Furthermore, we study the process of best \(L_\infty\)-approximation and provide upper bounds for the approximation orders in this case.