Don't believe Video Games, RPGs, or modern prices.
Medieval arrows took like 1-2 hours labor per arrow IIRC, between preparing the shaft, the arrow head, as well as attaching the fletching and the head to the shaft. From what I saw a sheave of 24 arrows cost like 10-16 pence and an unskilled...