diff --git a/vulnerabilities/views.py b/vulnerabilities/views.py
index 3be0cf0e4..9d9789973 100644
--- a/vulnerabilities/views.py
+++ b/vulnerabilities/views.py
@@ -41,7 +41,7 @@
 class PackageSearch(ListView):
     model = models.Package
     template_name = "packages.html"
-    ordering = ["type", "namespace", "name", "version"]
+    ordering = ["type", "namespace", "name", "-version_rank"]
     paginate_by = PAGE_SIZE
 
     def get_context_data(self, **kwargs):
@@ -62,7 +62,7 @@ def get_queryset(self, query=None):
             self.model.objects.search(query)
             .with_vulnerability_counts()
             .prefetch_related()
-            .order_by("type", "namespace", "name", "-version")
+            .order_by("type", "namespace", "name", "-version_rank")
         )