A new and distinct cultivar of Chrysanthemum plant named `Red Yosonoma`, characterized by its upright, outwardly spreading and uniformly mounded plant habit; strong and vigorous growth habit; freely branching habit; dark green-colored foliage; uniform, freely and early flowering habit; daisy-type inflorescences with cherry red-colored ray florets; and excellent postproduction longevity.