After realizing I'm not very good at statistics, I went to Khan Academy to rejog ye olde stats memories. I have earned the 'productive' moon badge so far.
It's a stable xlife pattern; it goes into a stable state, with a blinking cross and a few squares. Once your xlife garden hits this state, you can be sure that it will stabilize; it converges, I guess you could say.