PU stands for Poly Urethane.

PVC stands for Poly Vinyl Chloride.

PU material typically has a softer feel than PVC.

PU material typically has a more "leather-like" appearance than PVC (though neither is leather).

PVC is typically a bit shinier in appearance than PU.

They are both petroleum based products.