Symbolic calculates the symbolic representation of the derivative, autodiff just calculates the (numerical value of the) derivative by adjusting the computation

Symbolic calculates the symbolic representation of the derivative, autodiff just calculates the (numerical value of the) derivative by adjusting the computation graph.