Consider the paths from the root to the leaves in a random binary tree with internal nodes, where all such trees are assumed equally likely and the leaves are enumerated from left to right. We investigate, for fixed and , the average size of resp. of (the latter corresponding to the average depth of the smallest subtree containing ). By a rotation argument, both problems are reduced to the case , for which a solution is known. Furthermore, formulas for the probability distributions of the depth of leaf , the distance between leaf and and the length of are derived.