A new and distinct cultivar of Lily plant named ‘Tiny Glow’, characterized by its compact and upright plant habit vigorous growth habit densely-foliated habit early and freely flowering habit upright flower buds bright yellow-colored flowers that do not have spots relatively drought tolerant and good postproduction longevity.