Read this as early-budget top-K recovery. Every scheduler gets the same family of hidden leagues and only 120 matches. The curve is mean top-5 recall across trials: how many of the true best five players have entered the estimated best five. The active cutline scheduler spends matches near the current boundary instead of trying to learn the whole table.