A new and distinct cultivar of Chrysanthemum plant named `Cool Yoigloo`, characterized by its upright, outwardly spreading and mounding plant habit; freely branching habit; dense and full plant habit; uniform and freely flowering habit; duplex/decorative-type inflorescences with bright red purple-colored ray florets; and natural season flowering about September 24.sup.th in the Northern Hemisphere.