Chloe Rayner (born 18 September 1996) is an Australian judoka. She won a bronze medal at the 2014 Commonwealth Games in the women's 48 kg division. She competed at the 2016 Summer Olympics in the women's 48 kg event, in which she was eliminated in the first round by Laëtitia Payet.