diff --git a/shiftregister/metrics/views.py b/shiftregister/metrics/views.py
index 29a51f9..724544c 100644
--- a/shiftregister/metrics/views.py
+++ b/shiftregister/metrics/views.py
@@ -1,8 +1,38 @@
 from django.http import HttpResponse
-from shiftregister.app.models import Helper
+from shiftregister.app.models import Helper, ShiftRegistration, Message, Shift
+from django.db.models import F, Count, Q, ExpressionWrapper, Case, When, Sum
+from django.db import models
 
 
 def metrics(request):
+
+    help_wanted = Q(required_helpers__gt=F("reg_count")) | Q(required_helpers=0) & Q(
+        room__required_helpers__gt=F("reg_count")
+    )
+    team_shifts = (
+        Shift.with_reg_count()
+        .annotate(team_count=Count("teambackup"))
+        .filter(
+            help_wanted,
+            team_count__gt=0,
+            deleted=False,
+        )
+    )
+
+    helping_helpers = Helper.objects.annotate(
+        shift_count=Count(
+            Case(
+                When(
+                    shiftregistration__state__in=[
+                        ShiftRegistration.RegState.CHECKED_IN,
+                    ],
+                    then=1,
+                ),
+                output_field=models.IntegerField(),
+            )
+        )
+    ).filter(number_validated=True, shift_count__gte=1)
+
     response = HttpResponse(
         "\n".join(
             (
@@ -13,6 +43,24 @@ def metrics(request):
                         "helpers_confirmed_total",
                         Helper.objects.filter(number_validated=True).count(),
                     ),
+                    ("helpers_helped", helping_helpers.count()),
+                    (
+                        "worked_shifts",
+                        ShiftRegistration.objects.filter(
+                            state=ShiftRegistration.RegState.CHECKED_IN
+                        ).count(),
+                    ),
+                    (
+                        "messages_sent",
+                        Message.objects.all().count(),
+                    ),
+                    (
+                        "hours_worked",
+                        ShiftRegistration.objects.filter(
+                            state=ShiftRegistration.RegState.CHECKED_IN
+                        ).aggregate(sum=Sum("shift__duration"))["sum"],
+                    ),
+                    ("team_shifts", team_shifts.count()),
                 )
             )
         )