It gets terribly slow and eats up literal 10s of gigabytes of RAM. Extensions like mitogen can help, though.
Re: mitogen: Thanks! I saw that once, a long time ago, but couldn't find it again. I'll have to try it; vanilla ansible is fine for me so far, but I'm hardly going to ignore a speed boost that looks basically free to implement.