I rarely wage pre-siege wars. On rare occasions that I do, they are city raider promoted units and they end up above 10 percent. It would probably be lower when attacking hill cities, but I avoid them like plague early on. Once trebs are around, all the numbers go up significantly, with non-siege units usually having more than 70 percnet odds.