Note that two storms on record, Hurricane Alice from the 1954 season and Tropical Storm Zeta from the 2005 season have formed during December and lasted into January.
The two storms on record, 1954's Hurricane Alice and 2005's Tropical Storm Zeta formed during December. They lasted into January.