An escape from a place indeed requires money as it consists travelling. And also, making an escape is not easy. There are many officials who keep an eye on everything so it is a risk. Other than that, usually someone who has to escape, takes someone's help who in turn asks for a price. Which, in this case, the Jews had no wealth with them.