Comment by jerf

The random move is chosen by generating all legal moves, then choosing from them. This favors pieces with more legal moves, and thus tends to favor the queen the most. Compare with choosing from all pieces that have a legal move, then choosing a legal move for that piece, which would favor a lot of pawn motion, at least until they got themselves killed.