Why some say Christianity derives from mysteries

Christianity has been called a “mystery” religion. There are some who say that it is simply one of many mystery cults that existed in the ancient Greco-Roman world, such as the Eleusinian, Dionysian, Orphic or Samothracian mysteries. So what were their mysteries really like?