In regards to game theory it's better for the US to have Israel as an ally and make an enemy of Iran than the opposite. Don't forget that Israel has nuclear weapons and the country would not hesitate to use them in self defense. Also while the Saudi's are scum, you'd have a situation worse than Iraq if you removed them from power.
In the end there's no great answer, just one that has a not as worse outcome.