They will take the chance on Charles II, almost certainly. Then you need to see them go overboard and have people get tired of them, have Charles II act to throw them off (probably with the cooperation of some of the more moderate parliamentarians and/or soldiers, like Fairfax) and succeed. That second part is where not having Cromwell around would be advantageous.