diff --git a/src/__phutil_library_map__.php b/src/__phutil_library_map__.php
--- a/src/__phutil_library_map__.php
+++ b/src/__phutil_library_map__.php
@@ -4059,6 +4059,7 @@
     'PhabricatorProjectColumnOrder' => 'applications/project/order/PhabricatorProjectColumnOrder.php',
     'PhabricatorProjectColumnOwnerOrder' => 'applications/project/order/PhabricatorProjectColumnOwnerOrder.php',
     'PhabricatorProjectColumnPHIDType' => 'applications/project/phid/PhabricatorProjectColumnPHIDType.php',
+    'PhabricatorProjectColumnPointsOrder' => 'applications/project/order/PhabricatorProjectColumnPointsOrder.php',
     'PhabricatorProjectColumnPosition' => 'applications/project/storage/PhabricatorProjectColumnPosition.php',
     'PhabricatorProjectColumnPositionQuery' => 'applications/project/query/PhabricatorProjectColumnPositionQuery.php',
     'PhabricatorProjectColumnPriorityOrder' => 'applications/project/order/PhabricatorProjectColumnPriorityOrder.php',
@@ -10145,6 +10146,7 @@
     'PhabricatorProjectColumnOrder' => 'Phobject',
     'PhabricatorProjectColumnOwnerOrder' => 'PhabricatorProjectColumnOrder',
     'PhabricatorProjectColumnPHIDType' => 'PhabricatorPHIDType',
+    'PhabricatorProjectColumnPointsOrder' => 'PhabricatorProjectColumnOrder',
     'PhabricatorProjectColumnPosition' => array(
       'PhabricatorProjectDAO',
       'PhabricatorPolicyInterface',
diff --git a/src/applications/project/controller/PhabricatorProjectBoardViewController.php b/src/applications/project/controller/PhabricatorProjectBoardViewController.php
--- a/src/applications/project/controller/PhabricatorProjectBoardViewController.php
+++ b/src/applications/project/controller/PhabricatorProjectBoardViewController.php
@@ -616,7 +616,7 @@
 
     $order_key = $this->sortKey;
 
-    $ordering_map = PhabricatorProjectColumnOrder::getAllOrders();
+    $ordering_map = PhabricatorProjectColumnOrder::getEnabledOrders();
     $ordering = id(clone $ordering_map[$order_key])
       ->setViewer($viewer);
 
@@ -635,6 +635,12 @@
     $order_maps[] = $ordering->toDictionary();
 
     $properties = array();
+    foreach ($all_tasks as $task) {
+      $properties[$task->getPHID()] = array(
+        'points' => (double)$task->getPoints(),
+        'status' => $task->getStatus(),
+      );
+    }
 
     $behavior_config = array(
       'moveURI' => $this->getApplicationURI('move/'.$project->getID().'/'),
@@ -771,7 +777,7 @@
   }
 
   private function isValidSort($sort) {
-    $map = PhabricatorProjectColumnOrder::getAllOrders();
+    $map = PhabricatorProjectColumnOrder::getEnabledOrders();
     return isset($map[$sort]);
   }
 
@@ -820,6 +826,9 @@
       $project,
       PhabricatorPolicyCapability::CAN_EDIT);
 
+    $items[] = id(new PhabricatorActionView())
+      ->setType(PhabricatorActionView::TYPE_DIVIDER);
+
     $items[] = id(new PhabricatorActionView())
       ->setIcon('fa-floppy-o')
       ->setName(pht('Save as Default'))
@@ -918,6 +927,9 @@
       $project,
       PhabricatorPolicyCapability::CAN_EDIT);
 
+    $items[] = id(new PhabricatorActionView())
+      ->setType(PhabricatorActionView::TYPE_DIVIDER);
+
     $items[] = id(new PhabricatorActionView())
       ->setIcon('fa-floppy-o')
       ->setName(pht('Save as Default'))
diff --git a/src/applications/project/order/PhabricatorProjectColumnCreatedOrder.php b/src/applications/project/order/PhabricatorProjectColumnCreatedOrder.php
--- a/src/applications/project/order/PhabricatorProjectColumnCreatedOrder.php
+++ b/src/applications/project/order/PhabricatorProjectColumnCreatedOrder.php
@@ -21,10 +21,14 @@
     return false;
   }
 
+  public function getMenuOrder() {
+    return 3000;
+  }
+
   protected function newSortVectorForObject($object) {
     return array(
-      (int)-$object->getDateCreated(),
-      (int)-$object->getID(),
+      -(int)$object->getDateCreated(),
+      -(int)$object->getID(),
     );
   }
 
diff --git a/src/applications/project/order/PhabricatorProjectColumnNaturalOrder.php b/src/applications/project/order/PhabricatorProjectColumnNaturalOrder.php
--- a/src/applications/project/order/PhabricatorProjectColumnNaturalOrder.php
+++ b/src/applications/project/order/PhabricatorProjectColumnNaturalOrder.php
@@ -17,4 +17,8 @@
     return true;
   }
 
+  public function getMenuOrder() {
+    return 0;
+  }
+
 }
diff --git a/src/applications/project/order/PhabricatorProjectColumnOrder.php b/src/applications/project/order/PhabricatorProjectColumnOrder.php
--- a/src/applications/project/order/PhabricatorProjectColumnOrder.php
+++ b/src/applications/project/order/PhabricatorProjectColumnOrder.php
@@ -22,9 +22,22 @@
     return id(new PhutilClassMapQuery())
       ->setAncestorClass(__CLASS__)
       ->setUniqueMethod('getColumnOrderKey')
+      ->setSortMethod('getMenuOrder')
       ->execute();
   }
 
+  final public static function getEnabledOrders() {
+    $map = self::getAllOrders();
+
+    foreach ($map as $key => $order) {
+      if (!$order->isEnabled()) {
+        unset($map[$key]);
+      }
+    }
+
+    return $map;
+  }
+
   final public static function getOrderByKey($key) {
     $map = self::getAllOrders();
 
@@ -71,6 +84,14 @@
   abstract public function getHasHeaders();
   abstract public function getCanReorder();
 
+  public function getMenuOrder() {
+    return 9000;
+  }
+
+  public function isEnabled() {
+    return true;
+  }
+
   protected function newColumnTransactions($object, array $header) {
     return array();
   }
diff --git a/src/applications/project/order/PhabricatorProjectColumnOwnerOrder.php b/src/applications/project/order/PhabricatorProjectColumnOwnerOrder.php
--- a/src/applications/project/order/PhabricatorProjectColumnOwnerOrder.php
+++ b/src/applications/project/order/PhabricatorProjectColumnOwnerOrder.php
@@ -21,6 +21,10 @@
     return true;
   }
 
+  public function getMenuOrder() {
+    return 2000;
+  }
+
   protected function newHeaderKeyForObject($object) {
     return $this->newHeaderKeyForOwnerPHID($object->getOwnerPHID());
   }
diff --git a/src/applications/project/order/PhabricatorProjectColumnPointsOrder.php b/src/applications/project/order/PhabricatorProjectColumnPointsOrder.php
new file mode 100644
--- /dev/null
+++ b/src/applications/project/order/PhabricatorProjectColumnPointsOrder.php
@@ -0,0 +1,50 @@
+<?php
+
+final class PhabricatorProjectColumnPointsOrder
+  extends PhabricatorProjectColumnOrder {
+
+  const ORDERKEY = 'points';
+
+  public function getDisplayName() {
+    return pht('Sort by Points');
+  }
+
+  protected function newMenuIconIcon() {
+    return 'fa-map-pin';
+  }
+
+  public function isEnabled() {
+    return ManiphestTaskPoints::getIsEnabled();
+  }
+
+  public function getHasHeaders() {
+    return false;
+  }
+
+  public function getCanReorder() {
+    return false;
+  }
+
+  public function getMenuOrder() {
+    return 4000;
+  }
+
+  protected function newSortVectorForObject($object) {
+    $points = $object->getPoints();
+
+    // Put cards with no points on top.
+    $has_points = ($points !== null);
+    if (!$has_points) {
+      $overall_order = 0;
+    } else {
+      $overall_order = 1;
+    }
+
+    return array(
+      $overall_order,
+      -(double)$points,
+      -(int)$object->getID(),
+    );
+  }
+
+}
diff --git a/src/applications/project/order/PhabricatorProjectColumnPriorityOrder.php b/src/applications/project/order/PhabricatorProjectColumnPriorityOrder.php
--- a/src/applications/project/order/PhabricatorProjectColumnPriorityOrder.php
+++ b/src/applications/project/order/PhabricatorProjectColumnPriorityOrder.php
@@ -21,6 +21,10 @@
     return true;
   }
 
+  public function getMenuOrder() {
+    return 1000;
+  }
+
   protected function newHeaderKeyForObject($object) {
     return $this->newHeaderKeyForPriority($object->getPriority());
   }
@@ -35,7 +39,7 @@
 
   private function newSortVectorForPriority($priority) {
     return array(
-      (int)-$priority,
+      -(int)$priority,
     );
   }