In this work we present an algebraic proof of the renormazibility of the super-Yang-Mills action quantized in a generalized supersymmetric version of the maximal Abelian gauge. The main point stated here is that the generalized gauge depends on a set of infinity gauge parameters in order to take into account all possible composite operators emerging from the dimensionless character of the vector superfield. At the end, after the removal of all ultraviolet divergences, it is possible to specify values to the gauge parameters in order to return to the original supersymmetric maximal Abelian gauge, first presented in Phys. Rev. The Refs [5,6,7] are standard references on the procedure of the algebraic renormalization, while Refs [4,8,9,10,11,12] relate to the renormalization in the presence of dimensionless vector superfield in the Landau and the linear covariant gauges. The problem of dealing with the renormalization of a theory with dimensionless fields is also approached in Refs [13, 14] in the case of a Stueckelberg-like field.