We found that the combination of 3 laboratory values early in illness-ANC, albumin, and AST-provided the best ability to distinguish between leptospirosis and dengue among children with acute undifferentiated febrile illnesses presenting to the hospital. This evidence concerns the gene ALB and leptospirosis.