A lead represents an individual of interest to your qualification and selling efforts. Contacts are non-volatile, longstanding representations of individuals you have done or will likely do business with. Unlike leads, a given individual should be reflected in a single contact record.
The Lead can form part of a Sales Pipeline to track where all your leads are up to.