He's discredited around much of the world, and he's ugly.
He's widely perceived as being the one who walked away from a peace deal that was too generous to him.
If there was any reason to think that he'd be replaced by somebody more moderate who could deliver on his promises, that would be one thing. But he wouldn't be, which is why they won't kill him.