Among the options you provided, Saudi Arabia is ruled by an absolute monarchy. In Saudi Arabia, the king has extensive powers over the government and the country operates under a system where royal decrees dictate laws, with the king serving as both head of state and head of government.
The other countries you mentioned (Yemen, Bahrain, and Iraq) have different forms of governance and do not operate under absolute monarchy.