Our aim in the present paper is to establish the Sobolev-Trudinger inequality for \(\rho \) -potentials \(I_\rho f\) in weighted Morrey-Orlicz spaces, with the aid of Hedberg’s method by use of maximal functions. As an application, we prove the Sobolev-Trudinger integrabilities for \(\rho \) -potentials of double phase \( \varphi (x,r) = \varphi _1(r) + \varphi _2(b(x)r) \quad \text {for} x\in {\mathbb {R}}^n \text { and } r \ge 0 , \) where \(\varphi _1\) and \(\varphi _2\) are convex functions on \([0,\infty )\) and b is a nonnegative function satisfying the Hölder type condition.