In this paper, we study generalized Berwald square metrics \(F=\alpha +2\beta +\beta ^2/\alpha \) where \(\alpha =\sqrt{a_{ij}(x)y^iy^j}\) is a Riemannian metric and \(\beta =b_i(x)y^i\) is a one-form on a manifold M. Let F be a generalized Berwald square metric with isotropic S-curvature. We show that F is a generalized Douglas–Weyl metric if and only if it is R-quadratic if and only if it is R-reversible. We also prove that F is Ricci-quadratic if and only if it is Ricci-reversible. Finally, we show that every weakly Einstein square metric is Ricci-reversible if and only if it is Ricci-quadratic.