A new and distinct cultivar of Gerbera plant named ‘;Sweet Frosting’;, characterized by its compact, broadly upright and uniformly mounding plant habit; dense and bushy appearance; numerous inflorescences with white-colored ray florets; upright and moderately strong scapes; and good garden performance and relative tolerance to high and low temperatures.