The United Arab Emirates, Kuwait and Bahrain have all said Saddam should go into exile to spare the people of Iraq.
But going into exile would mean he would get a guarantee that he won't be prosecuted if it's found he's committed any crimes.
The three states say this is the "only Arab way out to protect Iraq" and to stop its people being killed in a war.
But Iraqi bosses have warned they might stop destroying them if the United States doesn't back off and stop threatening military action.
The United Nations (UN) had set a deadline of 1 March for Iraq to start getting rid of the missiles.