re: Speed skater sprints to the back of the pack at race start, wins because everyone forgot.

I don’t know much about speed skating, but do they mostly look down at the ice when skating? And glance up to make sure they’re on the right path or in which position?

If so, it would explain how she was able to sprint past them. They may have never seen her because their eyes were down.