Enzyme is traditional, but super duper optimized, autodiff, that is, it returns the partial derivatives for one path taken through the program, ignoring other branches. DiscoGrad captures the effects of alternative branches. What's special about enzyme is that the gradient computations benefit from LLVM's optimization passes and language support.