A moderate difference between hype and reality. If you see a huge queue, then you definitely shouldn't stand in it - it's cramped inside, it will be inconvenient to take pictures, desserts are the most common, coffee is the same.
But if you find yourself in Vienna during the non-tourist season, then go in early in the morning, take pictures of beauty, buy gifts and drink hot chocolate with pancakes at the window - that's it.