Multiple commentators point out that the Old Testament account in 1 Kings 18 doesn't explicitly state that Elijah prayed for rain. However, they agree that his posture—casting himself to the ground with his face between his knees—was a clear act of prayer. James was likely referencing a common Jewish interpretation that his audience would have understood.