A new and distinct cultivar of Phlox plant named ‘DPHLOX866’, characterized by its upright to outwardly spreading and uniformly mounding plant habit moderately vigorous growth habit freely branching habit dense and full appearance freely flowering habit long flowering period white-colored flowers and relative tolerance to high temperatures.