A new and distinct cultivar of Azalea plant named ‘;RLH2-3P8-2’;, characterized by its compact, upright to outwardly spreading and mounding plant habit; vigorous growth habit and rapid growth rate; freely basal branching habit; dense and bushy appearance; relatively small and evergreen dark green-colored leaves that do not abscise during the winter; freely flowering habit with remontant flowering during the spring, summer and autumn; double-type flowers that are light red purple in color during the spring; and excellent garden performance and temperature tolerance.