The story
The idiom likely originates with horse racing, where one can get enjoyment "from watching the race even if one does not win much." Its usage was first recorded in 1874.
Etymology from Wiktionary, CC BY-SA 4.0.
run for one's money
Today it means: A difficult challenge for the person indicated, especially one involving a competitive situation. Full definition →