Crave is much stronger, suggesting perhaps an addiction or unhealthy longing: "She craves attention." "I crave sweets." "He craves affection."

Craving is a very strong desire for something. A pregnant woman with a craving for plum. Wanting is an indication of lacking in ability or capacity.