This is really a matter of personal preference. Tank tops can be made from a variety of fabrics and materials, including cotton, elastane, Modal, polyester, spandex, and so on. When you’re choosing a tank top for sleeping, it’s smart to choose fabrics that are soft, breathable, and maybe a little stretchy so they move with your body.