A new and distinct Calibrachoa plant named ‘；INCALCOBLU’；, characterized by its compact and uniformly low mounding to eventually trailing plant habit； moderately vigorous growth habit； freely branching habit； dense and bushy appearance； early and freely flowering habit； large dark purple-colored flowers； and good garden performance.
