Résumé: This article focuses on weighted balanced loss function under the Es- scher principle (WBLF) of which we explore the modern practice of credibility theory and we generalize credibility premiums by using the WBLF.We obtain a distribution-free approach under the WBLF and the Esscher premium by using a minimization technique. Also, we discuss the consistency of the credibility premium generated by this distribution-free approach.