Objective To provide synthesized evidence on the association between sarcopenia and risk of mortality, recurrence and postoperative complications in patients with bladder cancer and undergoing radical cystectomy (RC). Methods Only studies with observational design that investigated the association between sarcopenia and outcomes of interest among patients with bladder cancer undergoing RC were included. The outcomes of interest were mortality, recurrence, and postoperative complications. The systematic search was conducted using three large databases, that is, PubMed, EMBASE, and Scopus. A random effects model was used for the analysis and pooled effect sizes were reported as odds ratio (OR) or hazards ratio (HR) along with 95% confidence intervals (CIs). Results A total of 21 studies with 4997 patients were included. Compared to non-sarcopenic subjects, those with sarcopenia had increased risk of all-cause mortality (HR 1.45, 95% CI: 1.32, 1.61), cancer-specific mortality (HR 1.74, 95% CI: 1.49, 2.03) and a lower recurrence free survival (HR 1.84, 95% CI: 1.30, 2.62). Patients with sarcopenia also had higher risk of developing complications within 90 days postoperatively (OR 1.77, 95% CI: 1.23, 2.55). Conclusion Sarcopenia among patients with bladder cancer and managed using RC is associated with adverse survival outcomes and an increased risk of postoperative complications.