A new and distinct cultivar of Calibrachoa plant named `Cal Whiroen`, characterized by its mounding and outwardly spreading to trailing plant habit; freely branching habit; dense and full plants; early and freely flowering habit; numerous white-colored flowers with red purple-colored centers and venation; and good garden performance.