The first athlete to win nine Olympic gold medals at a single Games was Michael Phelps during the 2008 Beijing Olympics. His remarkable achievements in swimming set a historic record, highlighting his dominance and versatility across multiple events, which revolutionized the perception of Olympic excellence.