Listing a set of points, such that a point gets a higher rank, if none of its coordinates is smaller, creates a partial order. It is possible to get a ranking without randomly favoring certain points, by averaging all valid rankings. However, this brute force algorithm is too slow for more than ten points. To handle more points, we will give a randomized, approximative approach to solve this problem and analyze the convergence rates of different strategies.