diff --git a/pkg/features/versioned_kube_features.go b/pkg/features/versioned_kube_features.go
index bc4c9db3200..405bb8b4bac 100644
--- a/pkg/features/versioned_kube_features.go
+++ b/pkg/features/versioned_kube_features.go
@@ -672,6 +672,7 @@ var defaultVersionedKubernetesFeatureGates = map[featuregate.Feature]featuregate
 
 	SchedulerAsyncPreemption: {
 		{Version: version.MustParse("1.32"), Default: false, PreRelease: featuregate.Alpha},
+		{Version: version.MustParse("1.33"), Default: true, PreRelease: featuregate.Beta},
 	},
 
 	SchedulerPopFromBackoffQ: {
diff --git a/test/compatibility_lifecycle/reference/versioned_feature_list.yaml b/test/compatibility_lifecycle/reference/versioned_feature_list.yaml
index 040211cfa10..5443d867d68 100644
--- a/test/compatibility_lifecycle/reference/versioned_feature_list.yaml
+++ b/test/compatibility_lifecycle/reference/versioned_feature_list.yaml
@@ -1175,6 +1175,10 @@
     lockToDefault: false
     preRelease: Alpha
     version: "1.32"
+  - default: true
+    lockToDefault: false
+    preRelease: Beta
+    version: "1.33"
 - name: SchedulerPopFromBackoffQ
   versionedSpecs:
   - default: true