If you actually simulate it, it seems like the median number of rolls is actually 13 and the lower and upper quartiles are 10 and 18. This is with almost 3.4 million samples (from 50 million rolls)! Anyway, it's closer to the mean (14.703 in the simulation) than I would have thought Also, it's pretty close to the lognormal distribution.