As the burden of diabetic kidney disease continues to expand, new therapies to preserve renal function or prevent diabetic nephropathy are urgently needed. In the past decade, a number of new hypoglycemic classes have emerged, each with a unique profile of action and benefits. Here we review the impact of glycemic control on renal outcomes and the results of the major clinical trials of glucagon-like peptide 1 (GLP-1) agonists, dipeptidyl peptidase-4 (DPP-4) inhibitors, and sodium-glucose co-transporter 2 (SGLT2) inhibitors. Both GLP-1 agonists and SGLT2 inhibitors consistently demonstrate renal benefits. Further studies of these new agents in different patient groups and in comparison to (or in combination with) other treatments are required to better define their role in combating the burden of diabetic kidney disease.