The American Board of Emergency Medicine gathers extensive background information on the Accreditation Council of Graduate Medical Education-accredited emergency medicine residency and fellowship programs and the residents and fellows training in those programs. We present the 2023 annual report on the status of physicians training in ACGME-accredited emergency medicine training programs in the United States.