This study examined the impact of government funding on food security for subsistence farming, communities, households, and smallholder farmers in Frances Baard Municipality. Food insecurity has been a global phenomenon that has been on the increase since 2015, and it is thought to be a result of growing conflict, pandemic, and climate-related shocks. The analysis methods employed in this study were mainly cluster and discriminant analysis (DA). Simple random sampling techniques were used to select 533 farmers. The cluster analysis results reveal that Land Redistribution for Agricultural Development (LRAD) occupies the highest rank, followed by a Poverty Relief Programme and Land Restitution programme. In contrast, discriminant analysis (DA) results show that an Agricultural Starter Pack Programme is highly likely to increase the impact of food security in households when other interventions are held constant. The study concludes that to improve the food security of the Frances Baard Municipal District, the government should consistently improve the performance of these programmes. To improve the performance of these programmes, it is therefore recommended that the following programmes be resourced: the Agricultural Starter Pack Programme, Comprehensive Agricultural Support Programme (CASP), Expanded Public Works Programme (EPWP), Poverty Relief Programme (PRP), and Food Parcel Scheme (FPS).