Each task you complete will earn you points that you can use to reach a certain rank. In the Scarlet Hunt, your rank determines which rewards you can get: the higher the rank, the more valuable the prize.
General rewards are available to all players, but if you have a Scarlet Hunter Code, you have the opportunity to get both regular and elite rewards.