What Is the Difference Between Creeping Charlie and Creeping Jenny? ... Although they are similar in many ways,creeping charlie is a low-growing weedthat often invades lawns and gardens, while creeping jenny is a ground cover plant that is, more often than not, a welcome addition to the ga...