This is Vrushank from AIcrowd. We played around with the week 2 leaderboard data little bit, and came up with some charts that the you might be interested in.
Do models that have lower RMSE perform better for the Profit leaderboard? Or do you have to optimize for market profit? Check out what the trend looks below.