diff --git a/spkrepo/models.py b/spkrepo/models.py
index 8b7d3b8..5a7c957 100644
--- a/spkrepo/models.py
+++ b/spkrepo/models.py
@@ -444,6 +444,10 @@ def beta(self):
     def all_builds_active(self):
         return all(b.active for b in self.builds)
 
+    @hybrid_property
+    def any_builds_active(self):
+        return any(b.active for b in self.builds)
+
     @all_builds_active.expression
     def all_builds_active(cls):
         return (
@@ -532,6 +536,10 @@ class Package(db.Model):
     # Constraints
     __table_args__ = (db.UniqueConstraint(name),)
 
+    @hybrid_property
+    def any_builds_active(self):
+        return any(v.any_builds_active for v in self.versions)
+
     @classmethod
     def find(cls, name):
         return cls.query.filter(cls.name == name).first()
diff --git a/spkrepo/views/frontend.py b/spkrepo/views/frontend.py
index af5f170..0289986 100644
--- a/spkrepo/views/frontend.py
+++ b/spkrepo/views/frontend.py
@@ -96,9 +96,9 @@ def packages():
 
 @frontend.route("/package/<name>")
 def package(name):
-    # TODO: show only packages with at least a version and an active build
+    # show only packages with at least a version and an active build
     package = Package.query.filter_by(name=name).first()
-    if package is None:
+    if package is None or not package.any_builds_active:
         abort(404)
     return render_template("frontend/package.html", package=package)