What is the only rock that floats in water? August 17, 2017 By Show answer Pumice. An igneous (produced by volcanic action) rock having a spongy or frothy texture, and composed largely of glass. It is still sometimes used, as ‘pumice stone’, to scrape the skin when bathing More Geology QuestionsMore Science Questions