They can, but they don’t have to.

For a formal black-tie wedding, having the entire wedding party in tuxedos creates a fantastic cohesive look.

Alternatively, the groom can wear a tuxedo while his groomsmen wear complementary suits. This immediately distinguishes the groom without needing dramatic accessories or a completely different colour.

The goal is cohesion, not necessarily identical outfits.