Little research has explored how preschools can support children’s second-language (L2) vocabulary development. This study keenly followed the progress of twenty-six Turkish immigrant children growing up in Norway from preschool (age five) to fifth grade (age ten). Four different measures of preschool talk exposure (amount and diversity of teacher-led group talk and amount and diversity of peer talk), as well as the demographic variables of maternal education and co-ethnic concentration in the neighborhood, were employed to predict the children’s L2 vocabulary trajectories. The results of growth analyses revealed that maternal education was the only variable predicting children’s vocabulary growth during the elementary years. However, teacher-led talk, peer talk, and neighborhood predicted children’s L2 vocabulary skills at age five, and these differences were maintained up to age ten. This study underscores the importance of both preschool talk exposure (teacher-led talk and peer talk) and demographic factors on L2 learners’ vocabulary development.