The Israelites fled southeast from the Valley of Jezreel (1 Samuel 29:1) to higher and hillier areas. With their chariots, the Philistines had the advantage in the more level valley.
Mount Gilboa is southwest of the Sea of Galilee, far from the territory of the Philistines.