Research analyzing 1.8 million marathon finishers has identified a temperature range of 39 to 50 degrees Fahrenheit as optimal for peak running speeds. This range aligns with the cooler temperatures often seen during fall's first cold snap, making autumn an excellent season for achieving personal bests.