Objectives: The aim of this study was to evaluate the effects of gonadotropin-releasing hormone agonists (GnRHas) on pregnancy outcomes, premature ovarian failure (POF), menstrual recovery, disease-free survival (DFS), and adverse events in premenopausal breast cancer patients during gonadal chemotherapy. Methods: We systematically searched PubMed, Cochrane Library, and Embase databases. The trials were eligible if they included premenopausal breast cancer patients treated with chemotherapy alone or with concurrent GnRHa and reported ovarian function recovery data. Heterogeneity for the eligible data was assessed, and a pooled risk ratio (RR) with 95% confidence interval (CI) was calculated. A meta-analysis was conducted using a fixed-effect model. Results: Fifteen randomized controlled trials were included in this analysis. The results indicated that GnRHa combined with chemotherapy significantly increased pregnancy rates compared with chemotherapy alone (RR = 1.76; 95% CI: 1.16–2.67) and decreased rates of POF (RR = 0.42; 95% CI: 0.35–0.51). For secondary endpoints, the GnRHa group improved menstrual recovery rates (RR = 1.20; 95% CI: 1.11–1.30) and decreased the rate of amenorrhea 1–2 years after chemotherapy (RR = 0.50; 95% CI: 0.40–0.63). Furthermore, the 5-year DFS and overall survival (OS) rates were significantly improved in the GnRHa group. Conclusion: For premenopausal breast cancer patients receiving gonadal toxic chemotherapy, adjuvant chemotherapy with GnRHa can better protect the ovarian function of patients, reduce the rate of POF and amenorrhea, and improve the pregnancy rate, menstrual recovery rate, DFS rate, and OS rate of patients.