For weight constrained beam applications, both bending and compression failures are bending related (tension isn't).
Since bending strength is proportional to the cube of thickness of a beam, wouldn't less dense materials in practice always win out since you can make the beam thicker?
Ie the characteristic metric for beams would be stiffness / density^3