Since both parties committed to adding women to the federal bench in the 1970s, Democratic and Republican presidents have sought out qualified women for judgeships. Diversifying the bench offers symbolic and substantive benefits to both parties, but those benefits come at the cost of finding non-traditional nominees. Presidents can take one of two different approaches to diversification: maintain existing diversity by anchoring women to a seat, or increase diversity by considering women for every opening. Given presidents consider many factors, including electoral benefits, when selecting potential judges, we expect partisan politics influence approach. Examining all lower court nominations made between 1981 and 2022, we find that Republican presidents tend to anchor while Democratic presidents expand diversity. Additionally, Senate diversity influences diversification, as women are more likely to get nominated when the relevant state Senate delegation includes a woman. Overall, we offer new perspectives on the mechanisms of judicial diversification.