While molecular energies are convenient for the purposes of benchmarking the error due to density fitting, there is a possibility that any fitting errors cancel once relative energies are considered. Here we consider the seven reactions from the FH test set that contain second-row elements and determine the error in the HF reaction energies due to the density fitting approximation. The selected reactions are: