Strength only scales with damage. If you are facing people who have levels close to you, strength will be a lot better than piercing. However, if you use piercing instead of strength for lower leveled enemies, you'll notice a huge change in damage.
The best physical piercing equipment will be the black set you get from random drops in the tunnel, zone 4.