The invention discloses a deep-sea wheel flange propeller with a rudder and relates to the technical field of ships. According to the deep-sea wheel flange propeller with the rudder, conduits, a wheelflange motor and the rubber are integrated; a guiding blade in a rear-mounted stator is designed as a rudder blade structure capable of rotating; the rudder is placed at the tail part of the wheel flange propeller to keep a rudder effect; a steering rudder structure is arranged in a hollow shaft; and the steering rudder structure is connected with a rudder shaft to drive rudder blades to rotate.The deep-sea wheel flange propeller with the rudder not only has the basic structure of the wheel flange propeller but also realizes an integrated design of the wheel flange propeller and the rudder;the layout problem of the rudder is solved; and requirements of a deep-sea vehicle on propelling performance and operating performance can be satisfied.