In the present article, we set forth with the new notion of rough λ-statistical convergence in the gradual normed linear spaces. We produce significant results that present several fundamental properties of this notion. We also introduce the notion of λrst(G)-limit set and prove that it is convex, gradually closed, and plays an important role for the gradually λ-statistical boundedness of a sequence.