yeah, i'd say it depends alot on the cabinet. around here,(pennsylvania) i've picked up several cabinets that had no monitors or game boards, but came complete with controls, coin doors, marquee/light for $20.
like javeryh said, if it is a classic like galaga or donkey kong or something, then 100 sounds good, but for a generic empty wooden cabinet, i dont know if i would spend that much