And now imagine that RNG decided you won't be getting your dress/skillbloom till you exhaust an ENTIRE box full of that random junk in your first, second, third, etc resets. Fun?

Also, chances seems to be uniform 1/(remaining_item_count) to pull any one item out of it, no matter what.