Noun 1. challenger - the contestant you hope to defeat; "he had respect for his rivals"; "he wanted to know what the competition was doing"
competitor, contender, rival, competition
contestant - a person who participates in competitions
champ, champion, title-holder - someone who has won first place in a competition
street fighter - a contestant who is very aggressive
I like the street fighter definition...ties in with the car theme nicely..