In a steady-state, the temperature of each part of the rod is constant but not the same.
Steady-state is the state when a conductor reaches a stage where no more heat can be absorbed by the rod. At this stage, the temperature becomes constant and reaches any cross-section except the heat is lost from the surrounding due to convection and radiation.