We consider weak solutions (,) ∶ Ω → ℝ × ℝ to stationary-Stokes systems of the type { −div (, ) + ∇ + [ ] = , div = 0 in Ω ⊂ ℝ , where the function (,) satisfies-growth conditions in and depends Hölder continuously on. By we denote the symmetric part of the gradient and we write [ ] for the convective term. In this setting, we establish results on the fractional higher differentiability of both the symmetric part of the gradient and of the pressure. As an application, we deduce dimension estimates for the singular set of the gradient , thereby improving known results on partial 1,-regularity for solutions to stationary-Stokes systems.