function approximation - identifying suitable functions to evaluate

Question

I want to approximate best fitting function using first 3 inputs of X,Y values and then extrapolates for X=[5,20]. X=[2,20] and Y=[0,100], in the attached plot. which kind of function is likely to fit best, rational, log, exp, any other....