I used OKCupid a long time ago and their algorithm had 100 scoring number for whether the other person was a match. But it was like trying to put me with very similar backgrounds which was boring.
However I did use the "looking for friends" option and I just disregarded the scoring they suggested, and it worked well to find friends in a new city. It was more about finding and writing people. pre mobile swiping stuff.