When I went on Saturday, I arrived at approximately 12:40, and the entrance plaza was pretty deserted - save for the few people in the queue for their tickets. After joining the queue, I was able to acquire my ticket in less than 10 minutes (namely due to the fact multiple ticket offices were open).