The story
From prize + fighter or prizefight + -er (“person, agent”). See prizefight for sense development.
Etymology from Wiktionary, CC BY-SA 4.0.
prizefighter
Today it means: A fighter who fights (physically) for prizes (usually money and trophies), especially a professional boxer. Full definition →