Yes and no. A larger basis set is (almost) always better, but that also gives a (potentially much) longer computation time, so the real question is how to balance accuracy and efficiency. And for that, there is no generic answer, except to say that a basis set that accurately reproduces the band structure of gold and the molecular spectrum of the molecule is a good choice.
