Although they are similar in many ways, creeping charlie is a low-growing weed that often invades lawns and gardens, while creeping jenny is a ground cover plant that is, more often than not, a welcome addition to the garden or landscape. Creeping charlie has four-sided stems that grow up to 30 inches (76.2 cm.).