Here we report normal-state conductance measurements of three different types ofsuperconducting tunnel junctions that are being used or proposed for quantum computingapplications: p-Al/a-AlO/p-Al, e-Re/e-AlO/p-Al, and e-V/e-MgO/p-V, where p stands forpolycrystalline, e for epitaxial, and a for amorphous. All three junctions exhibitedsignificant deviations from the parabolic behavior predicted by the WKB approximationmodels. In the p-Al/a-AlO/p-Al junction, we observed enhancement of tunnelingconductances at voltages matching harmonics of Al–O stretching modes. On the otherhand, such Al–O vibration modes were missing in the epitaxial e-Re/e-AlO/p-Al junction.This suggests that absence or existence of the Al–O stretching mode might be related tothe crystallinity of the AlO tunnel barrier and the interface between the electrode and thebarrier. In the e-V/e-MgO/p-V junction, which is one of the candidate systems for futuresuperconducting qubits, we observed suppression of the density of states at zero bias. Thisimplies that the interface is electronically disordered, presumably due to oxidationof the vanadium surface underneath the MgO barrier, even if the interface wasstructurally well ordered, suggesting that the e-V/e-MgO/p-V junction will not besuitable for qubit applications in its present form. This also demonstrates thatthe normal-state conductance measurement can be effectively used to screen outlow quality samples in the search for better superconducting tunnel junctions.