Background: Guidelines for Muscle-Invasive Bladder cancer (MIBC) recommends that patients receive neoadjuvant chemotherapy with radical cystectomy or chemoradiotherapy, as treatment over radical cystectomy alone. Though trends and practice patterns of MIBC have been defined using the National Cancer Database, data using the Surveillance, Epidemiology, and End Results (SEER) have been poorly described. Methods: Using the SEER database, we collected data of MIBC according to the AJCC (American Joint Commission on Cancer). We considered differences in patient demographics and tumor characteristics based on three treatment groups: chemotherapy with radical cystectomy, radical cystectomy alone, and chemoradiotherapy. Multinomial logistic regression was performed to compare likelihood ratios. Temporal trends of each treatment were compared. Results: Of 16,728 patients, 10,468 patients received radical cystectomy alone, 3,236 received radical cystectomy plus chemotherapy, and 3,024 received chemotherapy plus radiation. Patients who received chemoradiotherapy tended to be older and African American compared to radical cystectomy alone (<.001); stage III patients tended to be divorced (<.001). Patients who received chemotherapy with radical cystectomy tended to be males (<.001); stage II patients were less likely to be Asian than White (<.001). Stage III patients were less likely to receive chemoradiotherapy as a treatment option than stage II (<.001). Chemotherapy with radical cystectomy and chemoradiotherapy are both used less frequently as treatment, though increasingly utilized (<.001). Conclusion: Radical cystectomy alone is still the most commonly used treatment for muscle-invasive bladder cancer based on temporal trends. Significant disparities exist in those who receive chemoradiotherapy over radical cystectomy for treatment.