He was the son of Marjorie (née Bradford) and author Nathaniel Benchley and grandson of Algonquin Round Table founder Robert Benchley. His younger brother, Nat Benchley, is a writer and actor. Peter Benchley was an alumnus of Allen-Stevenson School or now known as The Allen-Stevenson School, Phillips Exeter Academy, and Harvard University.