diff --git a/src/pretix/base/services/stats.py b/src/pretix/base/services/stats.py
index 6e26a8a9c5..e1442df7da 100644
--- a/src/pretix/base/services/stats.py
+++ b/src/pretix/base/services/stats.py
@@ -36,7 +36,8 @@ def order_overview(event: Event) -> Tuple[List[Tuple[ItemCategory, List[Item]]],
     num_total = {
         (p['item'], p['variation']): (p['cnt'], p['price'])
         for p in (OrderPosition.objects
-                  .filter(order__event=event)
+                  .filter(order__event=event,
+                          order__status__in=[Order.STATUS_PENDING, Order.STATUS_EXPIRED, Order.STATUS_PAID])
                   .values('item', 'variation')
                   .annotate(cnt=Count('id'), price=Sum('price')).order_by())
     }
diff --git a/src/pretix/control/templates/pretixcontrol/orders/overview.html b/src/pretix/control/templates/pretixcontrol/orders/overview.html
index 4dc6422d88..7af095e7f2 100644
--- a/src/pretix/control/templates/pretixcontrol/orders/overview.html
+++ b/src/pretix/control/templates/pretixcontrol/orders/overview.html
@@ -17,7 +17,7 @@
             <thead>
                 <tr>
                     <th>{% trans "Product" %}</th>
-                    <th>{% trans "Total orders" %}</th>
+                    <th>{% trans "Total (pending or paid)" %}</th>
                     <th>{% trans "Payment pending" %}</th>
                     <th>{% trans "Cancelled" %}</th>
                     <th>{% trans "Refunded" %}</th>
diff --git a/src/pretix/plugins/reports/exporters.py b/src/pretix/plugins/reports/exporters.py
index c92ffae680..a2adcca41d 100644
--- a/src/pretix/plugins/reports/exporters.py
+++ b/src/pretix/plugins/reports/exporters.py
@@ -149,7 +149,7 @@ class OverviewReport(Report):
         ]
         tdata = [
             [
-                _('Product'), _('Total orders'), '', _('Pending'), '', _('Cancelled'), '', _('Refunded'), '',
+                _('Product'), _('Total (pending or paid)'), '', _('Pending'), '', _('Cancelled'), '', _('Refunded'), '',
                 _('Paid'), ''
             ],
             [