This varies on the tools you have and the expertise that you hold. If you are great at woodworking, then you can save money by making your cabinets. If you are new to cabinet making, you will have difficulty building a high-quality set of cabinets.
However, there are choices if you have some carpentry skills, such as building the boxes and frames, and buying drawers, faces, and doors pre-built, and installing them yourself.