Kohn-Sham orbitals and eigenvalues are calculated with gradient-corrected f
unctionals for a set of small molecules (H2O, N-2, CrH66-, and PdCl42-), va
rying basis sets and functionals. The calculated Kohn-Sham (KS) orbital sha
pes, symmetries, and the order and absolute energy of the associated eigenv
alues are investigated and compared with those of Hartree-Fock (I-IF) and o
ne-electron extended Huckel (eH) calculations, as well as experimental ioni
zation potentials. The shape and symmetry properties of the KS orbitals are
very similar to those calculated by HF and eH methods. The energy order of
the occupied orbitals is in most cases in agreement among the various meth
ods. The order of empty orbitals of a minimal basis set is sometimes interc
hanged, within that group or with some orbitals resulting from a larger bas
is calculation. Overall the KS orbitals are a good basis-as Baerends sugges
ted-for qualitative interpretation of molecular orbitals. For the Kohn-Sham
eigenvalues we find an approximately linear dependency of \epsilon(i)(KS)
- epsilon(i)(HF)\ VS epsilon(i)(HF) (approximate to-IP) for the occupied as
well as for the unoccupied orbital eigenvalues. We suggest an ax + b scali
ng for quantitative interpretation of KS eigenvalues, at least if these are
calculated utilizing commonly used functionals.