rhymeless

(not comparable)Without rhymes.

a rhymeless poem

(not comparable)Not rhymable; having no perfect rhymes.

"Orange" is widely considered to be a rhymeless word.

not having rhyme

(archaic, not comparable)Senseless; without rhyme or reason.