The most successful Olympic athlete of all time is Michael Phelps, an American swimmer. He holds the record for the most Olympic gold medals, with a total of 23 out of 28 overall medals. Phelps competed across four Olympic Games from 2004 to 2016, dominating various swim disciplines. His unmatched achievements and the extent of his dominance in swimming have made him a true icon within the Olympic movement and sports history.