A bottle or can gripper structure for use on a container filling machine, the structure having a molded, one piece elastomeric rectangular base from which longitudinal rows of flexible but recoverable fingers project upwardly, wherein the fingers have radiused tops, and wherein the tops lie in a plane which is angled laterally upwardly with respect to the upper surface of the base from a leading row of fingers to a trailing row of fingers.