Density functional theory (DFT) has been used to analyze a large numbe
r of small molecules and to assess the quality of the energies using l
ocal and non-local functionals. The absolute DFT energies are compared
to very precise ab initio results and the relative (atomization and d
issociation) energies are compared to ab initio and experiment. The lo
cal approximation yields very poor energies; nevertheless, the errors
follow an interesting linear trend with respect to the total energies
that provides a trivial way to get corrected results. The non-local pr
ocedure used in this work yields acceptable energies and constitutes a
very promising method for energetics studies.