Scaling horizontally is basically "we can add machines to make it go faster" and "scaling vertically" means "getting a faster or more disk/memory/CPU/etc. makes it go faster". In horizontal scaling you're usually talking about adding "commodity" hardware, though that's not actually that true any longer (I believe AWS at least uses customized boards, form factors, etc. to achieve better economy of scale.)