In this article, we deal with a class of nonlinear degenerate elliptic equations involving singular nonlinearities of the form \(\begin{aligned}\begin{aligned} \left\{ \begin{array}{ll} -\textrm{div}\left( \dfrac{\vert \nabla u\vert ^{p-2}\nabla u}{(1+u)^{\lambda }}\right) +\dfrac{\vert \nabla u\vert ^{p}}{u^{\theta }}=\dfrac{f}{u^{\gamma }}& \text{ in }\ \Omega ,\\ u>0& \text{ in }\ \Omega , \\ u=0& \text{ on }\ \partial \Omega , \end{array}\right. \end{aligned} \end{aligned}\) where \(\Omega \) is a bounded open subset of \(\mathbb {R}^{N}\) , \(N\ge 2\) , \(1<p<N\) , \(\lambda \ge 0\) , \(0<\theta <1\) and \(0<\gamma \le 1\) . We study the interaction between two regularizing singular terms and we show that their combined effect improves the regularity of the solutions under various hypotheses on the nonnegative datum \(f\in L^{m}(\Omega )\) , with \(m\ge 1\) .