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