You have in the oceans; ocean monuments (which are incredibly old), the 5 oceans variants (which have some kelp and maybe ruins), and the drowned (which aren’t ocean exclusive). The snow biome has igloos with a dungeon, the new snowier snow, the new goats, massive mountains, emerald ore, mass quantities of snow and gravel and snow, along with all the unannounced features for 1.17.