When it's the third Duty Roulette you get. Third time in a row you get Lost City which you like because it's an amazing dungeon then everybody leaves and you have 20 mins queues because you are a DPS.

I don't think the queue penalty is strong enough.

I've been trying to get sold tomes with Duty Roulette and I can't for the past hour and half.