Time complexity of derivation, gradient,differential, jacobian matrix

what is the time complexity of gradient $nabla_{f}$ using the $mathcal O$-notation?
what is the time complexity of jacobian matrix using the $mathcal O$-notation?
who knows some references to introduce the time complexity of gradient?
I make reply to reviewers for computational complexity of gradient and matrix operations. I need some references to cite.