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Early and accurate identification of pathogens in pulmonary infections after allogeneic hematopoietic stem cell transplantation (allo-HSCT) is critically important. The clinical usefulness of metagenomic next-generation sequencing (mNGS) in the diagnosis of pulmonary infections after allo-HSCT remains under discussion. This multicenter retrospective study was conducted to compare mNGS and conventional microbiological tests (CMTs) in identifying the pathogens of pulmonary infections in allo-HSCT recipients. One hundred forty alloHSCT recipients with suspected pulmonary infections who underwent bronchoscopy were included. mNGS and CMTs performed on bronchoalveolar lavage fluid specimens showed 71.4% positivity on mNGS compared to 55.0% positivity on CMTs. mNGS identified 182 pathogens, including bacteria (n = 88), fungi (n = 35) and viruses (n = 59), compared to 106 pathogens detected by CMTs (bacteria, n = 31; fungi, n = 24; viruses, n = 51). Pulmonary infection was finally diagnosed in 98 patients, including 22 bacterial, 7 fungal, 18 viral, and 48 mixed infections and 3 infections with an unknown pathogen. Mixed infections were identified in 50.5% of the patients with pulmonary infection. The sensitivity of mNGS and CMTs for diagnosing pulmonary infections was 88.8% and 69.4%, respectively (P = .001), and the specificity were 81.0% and 85.7%, respectively (P = .688). Our findings suggest that mNGS may be a promising technology for diagnosing pulmonary infections in allo-HSCT recipients.