To investigate the longevity of a large sample of Olympic Games participants, considering the interaction between different types of sports and medal awards. Data scraping from Wikipedia and Wikidata allowed us to collect a sample of 102,993 famous athletes. We selected 20 of the most populated disciplines to make the groups comparable. We conducted a comparison of life duration on a subset of 17,194 elite athletes, predominantly male, dead at the time of analysis. Olympic medalists' lifespan was shorter than non-medalists. Athletes in such disciplines as boxing, weightlifting, ice hockey, cycling, football, swimming, and wrestling lived significantly shorter lives than the mean of the group of athletes. In contrast, the duration of life in athletes involved in athletics, rowing, fencing, artistic gymnastics, shooting, cross-country skiing, sailing, and equestrian sports was highest compared with the mean of the group. Disciplines classified as engaging mostly power were linked to shorter lifespans, whereas those involving predominantly skill were associated with longer life durations. The interaction of being a medalist and sport was found to be significant. Medalists in the disciplines of athletics, basketball, boxing, equestrian sports, wrestling, and water polo had significantly shorter lives (the final item was insignificant after correction for multiple comparisons). Olympic achievement was linked to length of life in mainly individual, not team, sports.