diff --git a/npf.c b/npf.c
index c3d0f0bef9..f8fb7ed0c8 100644
--- a/npf.c
+++ b/npf.c
@@ -322,8 +322,10 @@ int32 NPFRoadPathCost(AyStar* as, AyStarNode* current, OpenListNode* parent) {
 	/* Check for slope */
 	cost += NPFSlopeCost(current);
 
-	/* Check for turns */
-	//TODO
+	/* Check for turns. Road vehicles only really drive diagonal, turns are
+	 * represented by non-diagonal tracks */
+	if (!IsDiagonalTrackdir(current->direction))
+		cost += _patches.npf_road_curve_penalty;
 
 	NPFMarkTile(tile);
 	DEBUG(npf, 4)("Calculating G for: (%d, %d). Result: %d", TileX(current->tile), TileY(current->tile), cost);
diff --git a/settings.c b/settings.c
index 0358d0fca0..d63662597e 100644
--- a/settings.c
+++ b/settings.c
@@ -975,6 +975,8 @@ const SettingDesc patch_settings[] = {
 	 * rail curve penalty, since ships (realisticly) have more trouble with
 	 * making turns */
 	{"npf_water_curve_penalty",     SDT_UINT32, (void*)(NPF_TILE_LENGTH / 4),   &_patches.npf_water_curve_penalty,      NULL},
+	/* This is the penalty for road, same as for rail. */
+	{"npf_road_curve_penalty",      SDT_UINT32, (void*)(1),                     &_patches.npf_road_curve_penalty,       NULL},
 
 	{NULL,                          0,          NULL,                           NULL,                                   NULL}
 };
diff --git a/variables.h b/variables.h
index 80624aaebf..3525783b92 100644
--- a/variables.h
+++ b/variables.h
@@ -215,6 +215,7 @@ typedef struct Patches {
 	uint32 npf_rail_depot_reverse_penalty; /* The penalty for reversing in depots */
 	uint32 npf_buoy_penalty; /* The penalty for going over (through) a buoy */
 	uint32 npf_water_curve_penalty; /* The penalty for curves */
+	uint32 npf_road_curve_penalty; /* The penalty for curves */
 
 	bool population_in_label; // Show the population of a town in his label?
 } Patches;