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The Olympic records for the event are 45.94 seconds for men, set by Karsten Warholm in 2021, and 50.37 seconds for women, set by Sydney McLaughlin in 2024. The men's world record has been broken at the Olympics on eight occasions: 1908 (the first official IAAF record), 1920, 1932, 1968, 1972, 1976, 1992, and 2021. The women's world record had never been broken in Olympic competition prior to 2021.
Edwin Moses is the most successful athlete in the event, having won two gold and one bronze medal. Glenn Davis, Angelo Taylor and Felix Sanchez have also won two Olympic 400 m hurdles titles. Morgan Taylor is the only other athlete beside Moses that has won three medals in the event. Deon Hemmings was the most successful woman, with her 1996 gold and 2000 silver medals, and was the first female athlete to win multiple medals, until Sydney McLaughlin-Levrone won gold in 2021 in Tokyo and 2024 in Paris. It is relatively common for 400 m hurdles athletes to also be part of their nation's team for the 4×400 metres relay at the Olympics.
The United States is the most successful nation in the men's event. American men have swept the medals on five occasions. The American women have the highest medal total, with nine, but the nation managed to achieve its first victory only in 2016, when Dalilah Muhammad won the event. Russia and Jamaica are the only nations to win multiple women's gold medals, with two each. Great Britain is the first nation to have won a gold medal in both the men's and women's event, having three champions in total. In 2016, the United States became the second.
The 2024 women's final was the fastest women's 400-meter hurdles race in Olympic history collectively: five of the eight women ran under 52.7 seconds, with these times ranking among the top 11 in Olympic history.