Methods for making glasses and glass-ceramics comprising Al.sub.2O.sub.3 and SiO.sub.2. Glasses made according to the present invention can be made, formed as, or converted into glass beads, articles (e.g., plates), fibers, particles, and thin coatings. Some embodiments of glass-ceramic particles made according to the present invention can be are particularly useful as abrasive particles.