Improved surgical planning systems and methods are provided for generating and displaying survivorship predictive indexes within graphical user interfaces of the system. The survivorship predictive indexes may be representations of a confidence level that a particular surgical plan will result in a successful surgical outcome for a particular patient for at least a predefined amount of time. The survivorship predictive indexes may be utilized to generate a surgical recommendation that is expected to provide the most successful surgical outcome for the patient.