It's not shallow at all. 12 teams, standard 5x5 and standard yahoo lineups (9 + util). I knew a few of the guys in the league and assumed the rest of the players would be at least as competent. Obviously, it was the new guys that dropped them and not the ones I knew.
I'll definitely keep playing since it's my only league, but I feel like I'm cheating somehow