diff --git a/picard/tagger.py b/picard/tagger.py
index 759e45307..c3f5d4d7b 100644
--- a/picard/tagger.py
+++ b/picard/tagger.py
@@ -587,7 +587,7 @@ class Tagger(QtGui.QApplication):
     def load_cluster(self, name, artist):
         for cluster in self.clusters:
             cm = cluster.metadata
-            if name == cm["album"] and artist == cm["artist"]:
+            if name == cm["album"] and artist == cm["albumartist"]:
                 return cluster
         cluster = Cluster(name, artist)
         self.clusters.append(cluster)