diff --git a/AI/Nullkiller/Analyzers/BuildAnalyzer.cpp b/AI/Nullkiller/Analyzers/BuildAnalyzer.cpp
index b8d2929b9..3266e20c9 100644
--- a/AI/Nullkiller/Analyzers/BuildAnalyzer.cpp
+++ b/AI/Nullkiller/Analyzers/BuildAnalyzer.cpp
@@ -106,10 +106,17 @@ int32_t convertToGold(const TResources & res)
 		+ 125 * (res[EGameResID::GEMS] + res[EGameResID::CRYSTAL] + res[EGameResID::MERCURY] + res[EGameResID::SULFUR]);
 }
 
+TResources withoutGold(TResources other)
+{
+	other[GameResID::GOLD] = 0;
+
+	return other;
+}
+
 TResources BuildAnalyzer::getResourcesRequiredNow() const
 {
 	auto resourcesAvailable = ai->getFreeResources();
-	auto result = requiredResources - resourcesAvailable;
+	auto result = withoutGold(armyCost) + requiredResources - resourcesAvailable;
 
 	result.positive();
 
@@ -119,7 +126,7 @@ TResources BuildAnalyzer::getResourcesRequiredNow() const
 TResources BuildAnalyzer::getTotalResourcesRequired() const
 {
 	auto resourcesAvailable = ai->getFreeResources();
-	auto result = totalDevelopmentCost - resourcesAvailable;
+	auto result = totalDevelopmentCost + withoutGold(armyCost) - resourcesAvailable;
 
 	result.positive();
 
@@ -340,6 +347,7 @@ void TownDevelopmentInfo::addExistingDwelling(const BuildingInfo & existingDwell
 void TownDevelopmentInfo::addBuildingToBuild(const BuildingInfo & nextToBuild)
 {
 	townDevelopmentCost += nextToBuild.buildCostWithPrerequisites;
+	townDevelopmentCost += withoutGold(nextToBuild.armyCost);
 
 	if(nextToBuild.canBuild)
 	{
diff --git a/config/ai/nkai/object-priorities.txt b/config/ai/nkai/object-priorities.txt
index 44c8ef954..3d804f0ef 100644
--- a/config/ai/nkai/object-priorities.txt
+++ b/config/ai/nkai/object-priorities.txt
@@ -15,9 +15,9 @@ InputVariable: scoutTurnDistance
   range: 0.000 10.000
   lock-range: true
   term: LOWEST Ramp 0.250 0.000
-  term: LOW Discrete 0.000 1.000 0.500 0.800 1.000 0.000
-  term: MEDIUM Discrete 0.000 0.000 0.500 0.200 1.000 1.000 2.500 0.300 4.000 0.000
-  term: LONG Discrete 1.000 0.000 1.500 0.200 3.000 0.800 10.000 1.000
+  term: LOW Discrete 0.000 1.000 1.000 0.800 2.500 0.000
+  term: MEDIUM Discrete 0.000 0.000 1.000 0.200 2.500 1.000 3.500 0.300 5.000 0.000
+  term: LONG Discrete 2.500 0.000 3.500 0.200 5.000 0.800 10.000 1.000
 InputVariable: goldReward
   description: estimated amount of gold received
   enabled: true
diff --git a/server/CGameHandler.cpp b/server/CGameHandler.cpp
index c4e0264b3..05cc41ac3 100644
--- a/server/CGameHandler.cpp
+++ b/server/CGameHandler.cpp
@@ -523,6 +523,7 @@ CGameHandler::CGameHandler(CVCMIServer * lobby)
 	, turnOrder(std::make_unique<TurnOrderProcessor>(this))
 	, queries(std::make_unique<QueriesProcessor>())
 	, playerMessages(std::make_unique<PlayerMessageProcessor>(this))
+	, randomNumberGenerator(std::make_unique<CRandomGenerator>())
 	, complainNoCreatures("No creatures to split")
 	, complainNotEnoughCreatures("Cannot split that stack, not enough creatures!")
 	, complainInvalidSlot("Invalid slot accessed!")
@@ -552,7 +553,6 @@ void CGameHandler::reinitScripting()
 
 void CGameHandler::init(StartInfo *si, Load::ProgressAccumulator & progressTracking)
 {
-	randomNumberGenerator = std::make_unique<CRandomGenerator>();
 	int requestedSeed = settings["server"]["seed"].Integer();
 	if (requestedSeed != 0)
 		randomNumberGenerator->setSeed(requestedSeed);
diff --git a/server/CGameHandler.h b/server/CGameHandler.h
index 60e7d8be0..ad90a0bbe 100644
--- a/server/CGameHandler.h
+++ b/server/CGameHandler.h
@@ -238,7 +238,7 @@ public:
 	template <typename Handler> void serialize(Handler &h)
 	{
 		h & QID;
-		h & randomNumberGenerator;
+		h & *randomNumberGenerator;
 		h & *battles;
 		h & *heroPool;
 		h & *playerMessages;