Underhanded rhymes with:
evenhanded, lefthanded, righthanded, single-handed, banded, branded, disbanded, evenhanded, lefthanded, remanded, righthanded, sanded, single-handed, unbranded
Underhanded sounds like:
unadorned, undermanned, undermined, underneath, underwent, undetermined, undreamed, untrained, unturned