Many nations pay their athletes for winning a medal, but the US does not. In the US, many athletes earn money from product sponsorship such as energy bars, drinks, bicycle manufacturers, etc.
Less than first place, more than third place. The prize winnings are split based upon a number of factors--laps led, position earned for start, laps completed, and more.