A new and distinct cultivar of Lily plant named ‘Tiny Spider’, characterized by its upright plant habit vigorous growth habit densely-foliated habit freely flowering habit upright flower buds large red purple-colored flowers with greyed purple-colored spots and good postproduction longevity.