While the men’s marathon has been a staple of the Olympics since the first modern Games in 1896, women were not allowed to run the 26.2-mile race until the 1984 Summer Games, which were held in Los Angeles. Now both the men’s and women’s races are among the most anticipated events on the Olympic calendar.