A new and distinct cultivar of Chrysanthemum plant named ‘Dark Yochatham’, characterized by its compact, upright, outwardly spreading and uniformly mounded plant habit; moderately vigorous growth habit; freely branching habit; dark green-colored foliage; uniform, freely and early flowering habit; decorative-type inflorescences with violet-colored ray florets; and excellent postproduction longevity.