Look at this here:
Do you ever use this number?
A little context - the client uses a "trueskill" python package. I was curious to see where it was used - turns out right now it's only used to generate this quality percentage. I'm not really sure if it's useful, I feel it's only really reliable when the game is full (and why would you check quality of an already full game).