diff --git a/marietje/api/views.py b/marietje/api/views.py
index d750765..36bbe8b 100644
--- a/marietje/api/views.py
+++ b/marietje/api/views.py
@@ -3,12 +3,14 @@ from functools import wraps
 
 import django.middleware.csrf as csrf
 from django.contrib.auth import authenticate, login
+from django.core.cache import caches
 from django.core.paginator import Paginator, EmptyPage, PageNotAnInteger
 from django.db import transaction
 from django.db.models import Q, Sum, Value
 from django.db.models.functions import Coalesce
 from django.http import JsonResponse, HttpResponseForbidden
 from django.shortcuts import get_object_or_404
+from django.views.decorators.cache import cache_page
 from django.views.decorators.http import require_http_methods
 from django.conf import settings
 from mutagen import File
@@ -80,35 +82,39 @@ def songs(request):
     try:
         pagesize = int(request.POST.get('pagesize'))
     except:
-        pagesize = 10
+        pagesize = 50
 
-    if not pagesize or pagesize < 10:
-        pagesize = 10
+    if not pagesize or pagesize < 50:
+        pagesize = 50
 
     try:
         page = int(request.POST.get('page'))
     except:
         page = 1
 
-    queries = [Q(deleted=False)]
-    queries.extend([Q(Q(artist__icontains=word) | Q(title__icontains=word)) for word in request.POST.get('all', '').split()])
-    queries.extend([Q(user__name__icontains=word) for word in request.POST.get('uploader', '').split()])
+    def search_songs():
+        queries = [Q(deleted=False)]
+        queries.extend([Q(Q(artist__icontains=word) | Q(title__icontains=word)) for word in request.POST.get('all', '').split()])
+        queries.extend([Q(user__name__icontains=word) for word in request.POST.get('uploader', '').split()])
 
-    filter_query = queries.pop()
-    for query in queries:
-        filter_query &= query
+        filter_query = queries.pop()
+        for query in queries:
+            filter_query &= query
 
-    songs_query = Song.objects.filter(filter_query).order_by('artist', 'title').select_related('user')
-    paginator = Paginator(songs_query, pagesize)
+        songs_query = Song.objects.filter(filter_query).order_by('artist', 'title').select_related('user')
+        paginator = Paginator(songs_query, pagesize)
 
-    try:
-        songs = paginator.page(page)
-    except PageNotAnInteger:
-        songs = paginator.page(1)
-    except EmptyPage:
-        songs = paginator.page(paginator.num_pages)
+        try:
+            songs = paginator.page(page)
+        except PageNotAnInteger:
+            songs = paginator.page(1)
+        except EmptyPage:
+            songs = paginator.page(paginator.num_pages)
 
-    songs_dict = [song_to_dict(song, user=True) for song in songs.object_list]
+        return [song_to_dict(song, user=True) for song in songs.object_list], paginator
+
+    cache_key = '|'.join(request.POST.get(k) for k in ('all', 'uploader', 'pagesize', 'page'))
+    songs_dict, paginator = caches['song_search'].get_or_set(cache_key, search_songs, 60*60*2)
 
     return JsonResponse({
         'per_page': pagesize,
diff --git a/marietje/marietje/settings.py b/marietje/marietje/settings.py
index 64fb370..255071a 100644
--- a/marietje/marietje/settings.py
+++ b/marietje/marietje/settings.py
@@ -94,8 +94,13 @@ PASSWORD_HASHERS = [
 CACHES = {
     'default': {
         'BACKEND': 'django.core.cache.backends.filebased.FileBasedCache',
-        'LOCATION': '/var/tmp/MarietjeDjango_cache',
-    }
+        'LOCATION': '/var/tmp/MarietjeDjango_cache/default',
+    },
+    'song_search': {
+        'BACKEND': 'django.core.cache.backends.filebased.FileBasedCache',
+        'LOCATION': '/var/tmp/MarietjeDjango_cache/song_search',
+        'OPTIONS': { 'MAX_ENTRIES': 1000 },
+    },
 }
 
 AUTH_USER_MODEL = 'marietje.User'
diff --git a/marietje/stats/utils.py b/marietje/stats/utils.py
index 750bff3..cf91340 100644
--- a/marietje/stats/utils.py
+++ b/marietje/stats/utils.py
@@ -1,6 +1,6 @@
 from datetime import datetime, timedelta
 
-from django.core.cache import cache
+from django.core.cache import caches
 from django.conf import settings
 from django.db.models import Count, Q
 from django.shortcuts import render
@@ -12,8 +12,8 @@ from songs.models import Song
 
 def recache_stats():
     new_stats = compute_stats()
-    cache.delete('stats')
-    cache.set('stats', new_stats, 7200)
+    caches['default'].delete('stats')
+    caches['default'].set('stats', new_stats, 7200)
     return new_stats
 
 def compute_stats():
diff --git a/marietje/stats/views.py b/marietje/stats/views.py
index 16adcc5..7937ecc 100644
--- a/marietje/stats/views.py
+++ b/marietje/stats/views.py
@@ -1,11 +1,11 @@
 from datetime import datetime, timedelta
 
-from django.core.cache import cache
+from django.core.cache import caches
 from django.shortcuts import render
 
 
 def stats(request):
-    stats = cache.get('stats')
+    stats = caches['default'].get('stats')
     status = 503
     current_age = None
     current_age_text = None