Among infectious agents, Mycobacterium tuberculosis remains one of the most significant causes of death worldwide. Rapid and accurate diagnosis of pulmonary tuberculosis (TB) remains a great challenge. GeneXpert MTB/RIF assay is a novel integrated diagnostic system for rapid diagnosis of TB and particularly of rifampicin-resistant strains. A study was conducted between January 2010 and December 2014 to compare the performance of the sputum GeneXpert MTB/RIF assay with the conventional sputum AFB smear for diagnosis of active pulmonary TB in Thailand, a country with a high burden of this disease. Of the 125 patients who had cough and/or prolonged fever together with abnormal chest radiograph, 63 were diagnosed as having pulmonary TB by mycobacterium culture assay, while the remaining subjects were considered of having TB-like conditions, viz non-tuberculous mycobacterium infection (NTM), bacterial pneumonia or bronchogenic carcinoma. Two-thirds of the patients had underlying diseases, eg, diabetes mellitus (19 patients), autoimmune diseases (14), and HIV (6). Among patients with positive diagnosis of M. tuberculosis infection, 30 were AFB smear positive and 53 by sputum GeneXpert MTB/RIF method; among patients negative for M. tuberculosis infection, 4 were AFB smear positive and 5 by GeneXpert MTB/ RIF assay. Sensitivity and specificity of the sputum AFB smear and GeneXpertMTB/ RIF assay test were 48% (95% CI: 35-61) and 84% (95% CI: 73-92), and 94% (95% CI: 84-98) and 92% (95% CI: 82-97), respectively. Diagnostic performance of the GeneXpert MTB/RIF assay among AFB smear positive patients was higher than among AFB smear negative patients (adjusted OR 6.7; 95% CI: 2.3-19.9). Earlier diagnosis of pulmonary TB using GeneXpert MTB/RIF assay will lead to earlier appropriate treatment and provide opportunities to interrupt TB transmission.