The present invention relates to an aqueous solution comprising an echinocandin antifungal agent such as Caspofungin acetate, as the active ingredient, a buffering agent and at least a diluent/bulking agent. It also relates to the lyophilization of such solution in order to retrieve a dry powder for reconstitution prior to use.