Why do we say “In the long run”?

Picture a runner who keeps going all the way to the finish line. The saying began as “at the long run” and is in print by 1627. Over the next two centuries “at” slowly gave way to “in.” Its partner, “in the short run,” is much younger, showing up only in the 1800s.