Authorities said the fight broke out just after midnight in the 700 block of West Central Avenue on Saturday.
A 19-year-old man and a 21-year-old man were also stabbed during the fight, but their wounds were not considered life threatening, said officials.
Anyone who witnessed the fight was urged to call Anaheim police at (714) 245-8648.
City News Service contributed to this report.
