For every given \(\beta <0\) , we study the problem of maximizing the first Robin eigenvalue of the Laplacian \(\lambda _\beta (\Omega )\) among convex (not necessarily smooth) sets \(\Omega \subset {\mathbb {S}}^{n}\) with fixed perimeter. In particular, denoting by \(\sigma _n\) the perimeter of the n-dimensional hemisphere, we show that for fixed perimeters \(P<\sigma _n\) , geodesic balls maximize the eigenvalue. Moreover, we prove a quantitative stability result for this isoperimetric inequality in terms of volume difference between \(\Omega \) and the ball D of the same perimeter.