Time to liquid culture positivity (TTP) is a technically accessible and widely available measure of viable mycobacterial load in sputum samples. We describe the ability of TTP to predict colony-forming unit counts of Mycobacterium tuberculosis from sputum samples collected before or during the first 14 days of antituberculosis therapy.