There's another variety of celery, however, that's grown just for its leaves.Leaf celery(Apium graveolens secalinum), also called cutting celery and soup celery, is darker, leafier, and has thinner stalks. The leaves have a strong, almost peppery flavor that makes for a great accent in cooking.