Harder material produces better feel on the bottom due to the transfer of high frequency vibration.
The noise banging against rocks is more distinct to the fish.
Smaller profile is more finesse and has the ability to slip through the fishes closed mouth easier, increasing hook up ratio.
ps. I also heard (but I can’t verify) that the denser material shows up better on forward facing sonar.