The Hunting Party is a curious Western, made at a time when the genre was struggling to maintain its popularity with the viewing public. Melissa Ruger (Candice Bergen) is a school teacher married to wealthy Cattle Baron, Brandt Ruger (Gene Hackman). When she is abducted by outlaw Frank Calder (Oliver Reed) and his gang, he husband is naturally incensed. He quickly arranges a posse of business associates and uses his personal fortune to equips them all with the latest long-range hunting rifles with telescopic sights. He then sets off in pursuit of Calder's trail before they can cross the border. However, it soon becomes apparent to Ruger’s associates that he may have other motives than just rescuing his wife.