To provide a comprehensiveanalysis of radiation oncology (RO) fellowship growth from 2010 to 2020. A collated database of RO fellowship programs and matriculants was created using (1) RO residency program (n=92) and graduate (n=2082) web searches, (2) prospective American Society for Radiation Oncology (ASTRO) Career Center postings database, (3) Association of Residents in Radiation Oncology Fellowship Directory, (4) RO fellowship survey data, (5) ASTRO Membership Directory, and (6) direct e-mail contact with fellowship program directors. Linear regression was used to assess the statistical significance of RO fellowship program, position, and matriculant growth over time. From 2010 to 2020, the number of RO fellowship programs and annual positions significantly increased from 20 to 37 (1.60 increase per year; 95% confidence interval, 1.32-1.89; P < .001) and 20 to 39 (1.81 increase per year; 95% confidence interval, 1.52-2.10; P < .001), respectively. The most commonly offered fellowship disciplines were proton therapy (n=10), brachytherapy (n=7), stereotactic radiosurgery/stereotactic body radiation therapy (n=6), general RO (n=5), and customizable to trainees' interests (n=3). Only 10 (27%) fellowships had a formal curriculum. All fellowships were unaccredited. Four (10.8%) programs were offered at institutions without an Accreditation Council for Graduate Medical Education-accredited RO residency training program, all established within the past 2 years. In addition, 54.8% (171 of 312) of available fellowship positions were filled between 2010 to 2020. Of these, 94 (55.0%) were graduates of US RO residency programs. The mean number of total fellows and US-residency trained fellows per year was 15 (range, 5-23) and 8 (range, 2-20), respectively. There was no significant increase in the number of annual matriculated fellows over time (P=.077). Among US-residency trained fellows, 27 (28.7%), 37 (39.4%), and 29 (30.9%) were from small (≤6), medium (7-12), and large (>12) residency programs, respectively. Twenty-eight (29.8%), 13 (13.8%), 25 (26.6%), and 27 (28.7%) trained in the Northeast, Midwest, South, and West, respectively. There has been significant growth in unaccredited RO fellowship programs and annual positions during the past decade, although the number of matriculants has remained stable. We report for the first time the recent establishment of fellowships at institutions without an Accreditation Council for Graduate Medical Education-accredited RO residency program. The impact of fellowship programs on the training of RO residents should be studied.