Access to affordable, nutrient-dense foods is crucial for promoting public health, particularly in the context of rising food costs. This study analyzed NHANES 2003–2004 data to identify the most cost-effective foods for delivering energy and essential nutrients, focusing on grain-based categories linked to USDA food prices.