High-bandwidth memory can improve a computer’s performance. On-package memory (OPM) is a popular option in many commercial systems. Before this effort, little was known about OPM’s implications on speed and power use. The team experimentally characterized and analyzed modern OPM storage. They provided guidelines on tuning the memory to speed up high-performance computing (HPC) applications.