Well cheers to you for digging in! So glad to hear that you’re enjoying the game!
You’re right — a typical round can run between 10-30 minutes.
(I know some folks will print out a bunch of sheets, get some friends, and take turns playing rounds. Like a lot of the game, that optional setup rule about a crowd providing erudite commentary is both tremendously dumb AND something that actually works for a game night.)