The quest for sustainable and high-performing biodiesel fuels necessitates a meticulous examination of feedstock characteristics. Selecting optimal feedstocks is paramount to achieving desired base oil characteristics. Moreover, the chemical composition of the selected feedstock directly influences the overall performance of the biodiesel produced.