Soul Speed causes item damage, as opposed to depth strider, frost walker, and swift sneak

Enchantments like Depth Strider and Frost Walker do not cost the durability of boots. Also, Swift Sneak does not cost the durability of leggings. However, it's not the case to Soul Speed.