diff --git a/pkg/controllers/common/task.go b/pkg/controllers/common/task.go
index cc066021d0..d6c470706e 100644
--- a/pkg/controllers/common/task.go
+++ b/pkg/controllers/common/task.go
@@ -179,6 +179,6 @@ func TaskSuspendPod(state PodState, c client.Client) task.Task {
 			return task.Fail().With("can't delete pod %s/%s: %v", pod.Namespace, pod.Name, err)
 		}
 
-		return task.Wait().With("pod is deleting")
+		return task.Retry(task.DefaultRequeueAfter).With("pod is deleting")
 	})
 }
diff --git a/pkg/controllers/common/task_finalizer.go b/pkg/controllers/common/task_finalizer.go
index 281d6423f0..e25b5c4f12 100644
--- a/pkg/controllers/common/task_finalizer.go
+++ b/pkg/controllers/common/task_finalizer.go
@@ -98,7 +98,7 @@ func TaskGroupFinalizerDel[
 			return task.Fail().With("cannot delete subresources: %w", err)
 		}
 		if wait {
-			return task.Wait().With("wait all subresources deleted")
+			return task.Retry(defaultDelWaitTime).With("wait all subresources deleted")
 		}
 
 		if err := k8s.RemoveFinalizer(ctx, c, gt.To(state.Group())); err != nil {
diff --git a/pkg/controllers/common/task_finalizer_test.go b/pkg/controllers/common/task_finalizer_test.go
index d4ead8f355..37f0232da5 100644
--- a/pkg/controllers/common/task_finalizer_test.go
+++ b/pkg/controllers/common/task_finalizer_test.go
@@ -251,7 +251,7 @@ func testTaskGroupFinalizerDel[
 				),
 			},
 
-			expectedStatus: task.SWait,
+			expectedStatus: task.SRetry,
 			expectedObj: fake.Fake(func(obj RG) RG {
 				obj.SetName("aaa")
 				obj.SetDeletionTimestamp(&now)
diff --git a/pkg/controllers/common/task_test.go b/pkg/controllers/common/task_test.go
index 82cd79b621..26c1f8b909 100644
--- a/pkg/controllers/common/task_test.go
+++ b/pkg/controllers/common/task_test.go
@@ -358,7 +358,7 @@ func TestTaskSuspendPod(t *testing.T) {
 			objs: []client.Object{
 				fake.FakeObj[corev1.Pod]("aaa"),
 			},
-			expectedResult: task.SWait,
+			expectedResult: task.SRetry,
 			expectedObj:    fake.FakeObj[corev1.Pod]("aaa"),
 		},
 		{
diff --git a/pkg/controllers/pd/tasks/finalizer.go b/pkg/controllers/pd/tasks/finalizer.go
index 51435abfe2..6dee398657 100644
--- a/pkg/controllers/pd/tasks/finalizer.go
+++ b/pkg/controllers/pd/tasks/finalizer.go
@@ -42,7 +42,7 @@ func TaskFinalizerDel(state *ReconcileContext, c client.Client) task.Task {
 			}
 
 			if wait {
-				return task.Wait().With("wait all subresources deleted")
+				return task.Retry(task.DefaultRequeueAfter).With("wait all subresources deleted")
 			}
 
 			if err := k8s.RemoveFinalizer(ctx, c, state.PD()); err != nil {
@@ -54,7 +54,7 @@ func TaskFinalizerDel(state *ReconcileContext, c client.Client) task.Task {
 				return task.Fail().With("cannot delete subresources: %v", err)
 			}
 			if wait {
-				return task.Wait().With("wait all subresources deleted")
+				return task.Retry(task.DefaultRequeueAfter).With("wait all subresources deleted")
 			}
 
 			if err := k8s.RemoveFinalizer(ctx, c, state.PD()); err != nil {
diff --git a/pkg/controllers/pd/tasks/finalizer_test.go b/pkg/controllers/pd/tasks/finalizer_test.go
index 63458a7724..b875b34954 100644
--- a/pkg/controllers/pd/tasks/finalizer_test.go
+++ b/pkg/controllers/pd/tasks/finalizer_test.go
@@ -122,7 +122,7 @@ func TestTaskFinalizerDel(t *testing.T) {
 			},
 			needDelMember: true,
 
-			expectedStatus: task.SWait,
+			expectedStatus: task.SRetry,
 			expectedObj: fake.FakeObj("aaa", func(obj *v1alpha1.PD) *v1alpha1.PD {
 				obj.Finalizers = append(obj.Finalizers, v1alpha1.Finalizer)
 				return obj
@@ -287,7 +287,7 @@ func TestTaskFinalizerDel(t *testing.T) {
 				}),
 			},
 
-			expectedStatus: task.SWait,
+			expectedStatus: task.SRetry,
 			expectedObj: fake.FakeObj("aaa", func(obj *v1alpha1.PD) *v1alpha1.PD {
 				obj.Finalizers = append(obj.Finalizers, v1alpha1.Finalizer)
 				return obj
diff --git a/pkg/controllers/pdgroup/tasks/finalizer.go b/pkg/controllers/pdgroup/tasks/finalizer.go
index ab85d6ee39..157781918a 100644
--- a/pkg/controllers/pdgroup/tasks/finalizer.go
+++ b/pkg/controllers/pdgroup/tasks/finalizer.go
@@ -69,7 +69,7 @@ func TaskFinalizerDel(state State, c client.Client, m pdm.PDClientManager) task.
 			return task.Fail().With("cannot delete subresources: %w", err)
 		}
 		if wait {
-			return task.Wait().With("wait all subresources deleted")
+			return task.Retry(task.DefaultRequeueAfter).With("wait all subresources deleted")
 		}
 
 		if err := k8s.RemoveFinalizer(ctx, c, state.PDGroup()); err != nil {
diff --git a/pkg/controllers/pdgroup/tasks/finalizer_test.go b/pkg/controllers/pdgroup/tasks/finalizer_test.go
index 0db2887fa9..5694cc69e9 100644
--- a/pkg/controllers/pdgroup/tasks/finalizer_test.go
+++ b/pkg/controllers/pdgroup/tasks/finalizer_test.go
@@ -118,7 +118,7 @@ func TestTaskFinalizerDel(t *testing.T) {
 				),
 			},
 
-			expectedStatus: task.SWait,
+			expectedStatus: task.SRetry,
 			expectedObj: fake.FakeObj("aaa", fake.DeleteTimestamp[v1alpha1.PDGroup](&now), func(obj *v1alpha1.PDGroup) *v1alpha1.PDGroup {
 				obj.Spec.Cluster.Name = defaultTestClusterName
 				obj.Finalizers = append(obj.Finalizers, v1alpha1.Finalizer)
diff --git a/pkg/controllers/tidb/tasks/finalizer.go b/pkg/controllers/tidb/tasks/finalizer.go
index 6ce3227fd6..c5d3dc349f 100644
--- a/pkg/controllers/tidb/tasks/finalizer.go
+++ b/pkg/controllers/tidb/tasks/finalizer.go
@@ -33,7 +33,7 @@ func TaskFinalizerDel(state *ReconcileContext, c client.Client) task.Task {
 			return task.Fail().With("cannot delete subresources: %w", err)
 		}
 		if wait {
-			return task.Wait().With("wait all subresources deleted")
+			return task.Retry(task.DefaultRequeueAfter).With("wait all subresources deleted")
 		}
 		if err := k8s.RemoveFinalizer(ctx, c, state.TiDB()); err != nil {
 			return task.Fail().With("cannot remove finalizer: %w", err)
diff --git a/pkg/controllers/tidb/tasks/finalizer_test.go b/pkg/controllers/tidb/tasks/finalizer_test.go
index 51212969c5..dafa864d73 100644
--- a/pkg/controllers/tidb/tasks/finalizer_test.go
+++ b/pkg/controllers/tidb/tasks/finalizer_test.go
@@ -78,7 +78,7 @@ func TestTaskFinalizerDel(t *testing.T) {
 			},
 			subresources: fakeSubresources("Pod", "ConfigMap", "PersistentVolumeClaim"),
 
-			expectedStatus: task.SWait,
+			expectedStatus: task.SRetry,
 			expectedObj: fake.FakeObj("aaa", func(obj *v1alpha1.TiDB) *v1alpha1.TiDB {
 				obj.Finalizers = append(obj.Finalizers, v1alpha1.Finalizer)
 				return obj
diff --git a/pkg/controllers/tiflash/tasks/finalizer.go b/pkg/controllers/tiflash/tasks/finalizer.go
index 04e4d0ac99..82c487979f 100644
--- a/pkg/controllers/tiflash/tasks/finalizer.go
+++ b/pkg/controllers/tiflash/tasks/finalizer.go
@@ -41,7 +41,7 @@ func TaskFinalizerDel(state *ReconcileContext, c client.Client) task.Task {
 			}
 
 			if wait {
-				return task.Wait().With("wait all subresources deleted")
+				return task.Retry(task.DefaultRequeueAfter).With("wait all subresources deleted")
 			}
 
 			// whole cluster is deleting
@@ -60,7 +60,7 @@ func TaskFinalizerDel(state *ReconcileContext, c client.Client) task.Task {
 			}
 
 			if wait {
-				return task.Wait().With("wait all subresources deleted")
+				return task.Retry(task.DefaultRequeueAfter).With("wait all subresources deleted")
 			}
 			// Store ID is empty may because of tiflash is not initialized
 			// TODO: check whether tiflash is initialized
diff --git a/pkg/controllers/tiflash/tasks/finalizer_test.go b/pkg/controllers/tiflash/tasks/finalizer_test.go
index f19dce6524..e2819a8f63 100644
--- a/pkg/controllers/tiflash/tasks/finalizer_test.go
+++ b/pkg/controllers/tiflash/tasks/finalizer_test.go
@@ -83,7 +83,7 @@ func TestTaskFinalizerDel(t *testing.T) {
 			},
 			subresources: fakeSubresources("Pod", "ConfigMap", "PersistentVolumeClaim"),
 
-			expectedStatus: task.SWait,
+			expectedStatus: task.SRetry,
 			expectedObj: fake.FakeObj("aaa", func(obj *v1alpha1.TiFlash) *v1alpha1.TiFlash {
 				obj.Finalizers = append(obj.Finalizers, v1alpha1.Finalizer)
 				return obj
@@ -298,7 +298,7 @@ func TestTaskFinalizerDel(t *testing.T) {
 			},
 			subresources: fakeSubresources("Pod"),
 
-			expectedStatus: task.SWait,
+			expectedStatus: task.SRetry,
 			expectedObj: fake.FakeObj("aaa", func(obj *v1alpha1.TiFlash) *v1alpha1.TiFlash {
 				obj.Finalizers = append(obj.Finalizers, v1alpha1.Finalizer)
 				return obj
diff --git a/pkg/controllers/tikv/tasks/finalizer.go b/pkg/controllers/tikv/tasks/finalizer.go
index 2b0ff1bc94..c41f56360c 100644
--- a/pkg/controllers/tikv/tasks/finalizer.go
+++ b/pkg/controllers/tikv/tasks/finalizer.go
@@ -44,7 +44,7 @@ func TaskFinalizerDel(state *ReconcileContext, c client.Client) task.Task {
 				return task.Fail().With("cannot delete subresources: %w", err)
 			}
 			if wait {
-				return task.Wait().With("wait all subresources deleted")
+				return task.Retry(task.DefaultRequeueAfter).With("wait all subresources deleted")
 			}
 
 			// whole cluster is deleting
@@ -61,7 +61,7 @@ func TaskFinalizerDel(state *ReconcileContext, c client.Client) task.Task {
 				return task.Fail().With("cannot delete subresources: %w", err)
 			}
 			if wait {
-				return task.Wait().With("wait all subresources deleted")
+				return task.Retry(task.DefaultRequeueAfter).With("wait all subresources deleted")
 			}
 			// Store ID is empty may because of tikv is not initialized
 			// TODO: check whether tikv is initialized
diff --git a/pkg/controllers/tikv/tasks/finalizer_test.go b/pkg/controllers/tikv/tasks/finalizer_test.go
index 709b3ecc64..3a5d379720 100644
--- a/pkg/controllers/tikv/tasks/finalizer_test.go
+++ b/pkg/controllers/tikv/tasks/finalizer_test.go
@@ -83,7 +83,7 @@ func TestTaskFinalizerDel(t *testing.T) {
 			},
 			subresources: fakeSubresources("Pod", "ConfigMap", "PersistentVolumeClaim"),
 
-			expectedStatus: task.SWait,
+			expectedStatus: task.SRetry,
 			expectedObj: fake.FakeObj("aaa", func(obj *v1alpha1.TiKV) *v1alpha1.TiKV {
 				obj.Finalizers = append(obj.Finalizers, v1alpha1.Finalizer)
 				return obj
@@ -298,7 +298,7 @@ func TestTaskFinalizerDel(t *testing.T) {
 			},
 			subresources: fakeSubresources("Pod"),
 
-			expectedStatus: task.SWait,
+			expectedStatus: task.SRetry,
 			expectedObj: fake.FakeObj("aaa", func(obj *v1alpha1.TiKV) *v1alpha1.TiKV {
 				obj.Finalizers = append(obj.Finalizers, v1alpha1.Finalizer)
 				return obj
diff --git a/pkg/utils/task/v3/result.go b/pkg/utils/task/v3/result.go
index a19e243511..7666506d9d 100644
--- a/pkg/utils/task/v3/result.go
+++ b/pkg/utils/task/v3/result.go
@@ -20,6 +20,10 @@ import (
 	"time"
 )
 
+const (
+	DefaultRequeueAfter = 5 * time.Second
+)
+
 type Status int
 
 const (