To fight, usually fist fight. Probably from John 'the Duke' Wayne movies where he would always end up fighting with someone.
Synonyms for Duke It Out
On this page, you will find 30 slang terms related to DUKE IT OUT. Some of the top words include: fisticuffs, BUMPING TITTIES, throw down, scrap, throw hooks, and 25 more.