diff --git a/api/funkwhale_api/instance/stats.py b/api/funkwhale_api/instance/stats.py
new file mode 100644
index 0000000000000000000000000000000000000000..167b333d6d2c7f64f33055caa83cbea170569751
--- /dev/null
+++ b/api/funkwhale_api/instance/stats.py
@@ -0,0 +1,51 @@
+from django.db.models import Sum
+
+from funkwhale_api.favorites.models import TrackFavorite
+from funkwhale_api.history.models import Listening
+from funkwhale_api.music import models
+from funkwhale_api.users.models import User
+
+
+def get():
+    return {
+        'users': get_users(),
+        'tracks': get_tracks(),
+        'albums': get_albums(),
+        'artists': get_artists(),
+        'track_favorites': get_track_favorites(),
+        'listenings': get_listenings(),
+        'music_duration': get_music_duration(),
+    }
+
+
+def get_users():
+    return User.objects.count()
+
+
+def get_listenings():
+    return Listening.objects.count()
+
+
+def get_track_favorites():
+    return TrackFavorite.objects.count()
+
+
+def get_tracks():
+    return models.Track.objects.count()
+
+
+def get_albums():
+    return models.Album.objects.count()
+
+
+def get_artists():
+    return models.Artist.objects.count()
+
+
+def get_music_duration():
+    seconds = models.TrackFile.objects.aggregate(
+        d=Sum('duration'),
+    )['d']
+    if seconds:
+        return seconds / 3600
+    return 0
diff --git a/api/funkwhale_api/instance/urls.py b/api/funkwhale_api/instance/urls.py
index 2f2b46b87a4fe301387c5e134cc7a6fcdf6291b2..af23e7e08433b97c6c10f07e1b929892e5dbe32c 100644
--- a/api/funkwhale_api/instance/urls.py
+++ b/api/funkwhale_api/instance/urls.py
@@ -1,7 +1,11 @@
 from django.conf.urls import url
+from django.views.decorators.cache import cache_page
+
 from . import views
 
 
 urlpatterns = [
     url(r'^settings/$', views.InstanceSettings.as_view(), name='settings'),
+    url(r'^stats/$',
+        cache_page(60 * 5)(views.InstanceStats.as_view()), name='stats'),
 ]
diff --git a/api/funkwhale_api/instance/views.py b/api/funkwhale_api/instance/views.py
index 44ee228735d0ad7297dcf31d513ecc087d8c9d59..7f8f393c964e24bfc7a5ee29bf6be2e30f337188 100644
--- a/api/funkwhale_api/instance/views.py
+++ b/api/funkwhale_api/instance/views.py
@@ -4,6 +4,8 @@ from rest_framework.response import Response
 from dynamic_preferences.api import serializers
 from dynamic_preferences.registries import global_preferences_registry
 
+from . import stats
+
 
 class InstanceSettings(views.APIView):
     permission_classes = []
@@ -23,3 +25,12 @@ class InstanceSettings(views.APIView):
         data = serializers.GlobalPreferenceSerializer(
             api_preferences, many=True).data
         return Response(data, status=200)
+
+
+class InstanceStats(views.APIView):
+    permission_classes = []
+    authentication_classes = []
+
+    def get(self, request, *args, **kwargs):
+        data = stats.get()
+        return Response(data, status=200)
diff --git a/api/tests/instance/test_stats.py b/api/tests/instance/test_stats.py
new file mode 100644
index 0000000000000000000000000000000000000000..6eaad76f7f9d8292211965a462f473c8bb41745a
--- /dev/null
+++ b/api/tests/instance/test_stats.py
@@ -0,0 +1,84 @@
+from django.urls import reverse
+
+from funkwhale_api.instance import stats
+
+
+def test_can_get_stats_via_api(db, api_client, mocker):
+    stats = {
+        'foo': 'bar'
+    }
+    mocker.patch('funkwhale_api.instance.stats.get', return_value=stats)
+    url = reverse('api:v1:instance:stats')
+    response = api_client.get(url)
+    assert response.data == stats
+
+
+def test_get_users(mocker):
+    mocker.patch(
+        'funkwhale_api.users.models.User.objects.count', return_value=42)
+
+    assert stats.get_users() == 42
+
+
+def test_get_music_duration(factories):
+    factories['music.TrackFile'].create_batch(size=5, duration=360)
+
+    # duration is in hours
+    assert stats.get_music_duration() == 0.5
+
+
+def test_get_listenings(mocker):
+    mocker.patch(
+        'funkwhale_api.history.models.Listening.objects.count',
+         return_value=42)
+    assert stats.get_listenings() == 42
+
+
+def test_get_track_favorites(mocker):
+    mocker.patch(
+        'funkwhale_api.favorites.models.TrackFavorite.objects.count',
+         return_value=42)
+    assert stats.get_track_favorites() == 42
+
+
+def test_get_tracks(mocker):
+    mocker.patch(
+        'funkwhale_api.music.models.Track.objects.count',
+         return_value=42)
+    assert stats.get_tracks() == 42
+
+
+def test_get_albums(mocker):
+    mocker.patch(
+        'funkwhale_api.music.models.Album.objects.count',
+         return_value=42)
+    assert stats.get_albums() == 42
+
+
+def test_get_artists(mocker):
+    mocker.patch(
+        'funkwhale_api.music.models.Artist.objects.count',
+         return_value=42)
+    assert stats.get_artists() == 42
+
+
+def test_get(mocker):
+    keys = [
+        'users',
+        'tracks',
+        'albums',
+        'artists',
+        'track_favorites',
+        'listenings',
+        'music_duration',
+    ]
+    mocks = [
+        mocker.patch.object(stats, 'get_{}'.format(k), return_value=i)
+        for i, k in enumerate(keys)
+    ]
+
+    expected = {
+        k: i for i, k in enumerate(keys)
+    }
+
+    assert stats.get() == expected
diff --git a/changes/changelog.d/82.feature b/changes/changelog.d/82.feature
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/front/src/components/About.vue b/front/src/components/About.vue
index 01ce6a294fdeb632d03e8eb23a4a4bbf83766223..92bafd7afddde359aa7ffef0b7a2fb1e4b531e29 100644
--- a/front/src/components/About.vue
+++ b/front/src/components/About.vue
@@ -6,6 +6,7 @@
             <template v-if="instance.name.value">About {{ instance.name.value }}</template>
             <template v-else="instance.name.value">About this instance</template>
         </h1>
+        <stats></stats>
       </div>
     </div>
     <div class="ui vertical stripe segment">
@@ -27,8 +28,12 @@
 
 <script>
 import {mapState} from 'vuex'
+import Stats from '@/components/instance/Stats'
 
 export default {
+  components: {
+    Stats
+  },
   created () {
     this.$store.dispatch('instance/fetchSettings')
   },
diff --git a/front/src/components/instance/Stats.vue b/front/src/components/instance/Stats.vue
new file mode 100644
index 0000000000000000000000000000000000000000..884809f3a247515d5f2aebcc5d40ab6b14646d15
--- /dev/null
+++ b/front/src/components/instance/Stats.vue
@@ -0,0 +1,104 @@
+<template>
+  <div>
+    <div v-if="stats" class="ui stackable two column grid">
+      <div class="column">
+        <h3 class="ui left aligned header">User activity</h3>
+        <div class="ui mini horizontal statistics">
+          <div class="statistic">
+            <div class="value">
+              <i class="green user icon"></i>
+              {{ stats.users }}
+            </div>
+            <div class="label">
+              Users
+            </div>
+          </div>
+          <div class="statistic">
+            <div class="value">
+              <i class="orange sound icon"></i> {{ stats.listenings }}
+            </div>
+            <div class="label">
+              tracks listened
+            </div>
+          </div>
+          <div class="statistic">
+            <div class="value">
+              <i class="pink heart icon"></i> {{ stats.track_favorites }}
+            </div>
+            <div class="label">
+              Tracks favorited
+            </div>
+          </div>
+        </div>
+      </div>
+      <div class="column">
+        <h3 class="ui left aligned header">Library</h3>
+        <div class="ui mini horizontal statistics">
+          <div class="statistic">
+            <div class="value">
+              {{ parseInt(stats.music_duration) }}
+            </div>
+            <div class="label">
+              hours of music
+            </div>
+          </div>
+          <div class="statistic">
+            <div class="value">
+              {{ stats.artists }}
+            </div>
+            <div class="label">
+              Artists
+            </div>
+          </div>
+          <div class="statistic">
+            <div class="value">
+              {{ stats.albums }}
+            </div>
+            <div class="label">
+              Albums
+            </div>
+          </div>
+          <div class="statistic">
+            <div class="value">
+              {{ stats.tracks }}
+            </div>
+            <div class="label">
+              tracks
+            </div>
+          </div>
+        </div>
+      </div>
+    </div>
+  </div>
+</template>
+
+<script>
+import axios from 'axios'
+import logger from '@/logging'
+
+export default {
+  data () {
+    return {
+      stats: null
+    }
+  },
+  created () {
+    this.fetchData()
+  },
+  methods: {
+    fetchData () {
+      var self = this
+      this.isLoading = true
+      logger.default.debug('Fetching instance stats...')
+      axios.get('instance/stats/').then((response) => {
+        self.stats = response.data
+        self.isLoading = false
+      })
+    }
+  }
+}
+</script>
+
+<!-- Add "scoped" attribute to limit CSS to this component only -->
+<style scoped>
+</style>