In general, lightweight frames are mostly aluminum, with small amounts of other metals, like scandium, that make the frame harder/tougher.
They are lighter, thus kick more, and are easier to carry.
The finishes are pretty good, but if you start scrubbing/sanding and destroy the finish, the results can wind up looking like an old aluminum screen door frame.