A new and distinct cultivar of Calibrachoa plant named '01C-J-4', characterized by its semi-prostrate, low mounding and outwardly spreading plant habit; freely branching growth habit; freely flowering habit; golden yellow-colored flowers with red-colored speckling and rust-colored venation; and good weather tolerance.