diff --git a/pkg/features/features.go b/pkg/features/features.go
index 9ace595f9..763e8ea50 100644
--- a/pkg/features/features.go
+++ b/pkg/features/features.go
@@ -60,6 +60,9 @@ const (
 	// ElasticQuotaIgnoreTerminatingPod ignore the terminating pod.
 	ElasticQuotaIgnoreTerminatingPod featuregate.Feature = "ElasticQuotaIgnoreTerminatingPod"
 
+	// ElasticQuotaImmediateIgnoreTerminatingPod ignore the terminating pod immediately.
+	ElasticQuotaImmediateIgnoreTerminatingPod featuregate.Feature = "ElasticQuotaImmediateIgnoreTerminatingPod"
+
 	// ElasticQuotaGuaranteeUsage enable guarantee the quota usage
 	// In some specific scenarios, resources that have been allocated to users are considered
 	// to belong to the users and will not be preempted back.
diff --git a/pkg/features/scheduler_features.go b/pkg/features/scheduler_features.go
index 708c1ef37..cae4ebfca 100644
--- a/pkg/features/scheduler_features.go
+++ b/pkg/features/scheduler_features.go
@@ -66,20 +66,21 @@ const (
 )
 
 var defaultSchedulerFeatureGates = map[featuregate.Feature]featuregate.FeatureSpec{
-	CompatibleCSIStorageCapacity:       {Default: false, PreRelease: featuregate.Alpha},
-	DisableCSIStorageCapacityInformer:  {Default: false, PreRelease: featuregate.Alpha},
-	CompatiblePodDisruptionBudget:      {Default: false, PreRelease: featuregate.Alpha},
-	DisablePodDisruptionBudgetInformer: {Default: false, PreRelease: featuregate.Alpha},
-	ResizePod:                          {Default: false, PreRelease: featuregate.Alpha},
-	MultiQuotaTree:                     {Default: false, PreRelease: featuregate.Alpha},
-	ElasticQuotaIgnorePodOverhead:      {Default: false, PreRelease: featuregate.Alpha},
-	ElasticQuotaIgnoreTerminatingPod:   {Default: false, PreRelease: featuregate.Alpha},
-	ElasticQuotaGuaranteeUsage:         {Default: false, PreRelease: featuregate.Alpha},
-	DisableDefaultQuota:                {Default: false, PreRelease: featuregate.Alpha},
-	SupportParentQuotaSubmitPod:        {Default: false, PreRelease: featuregate.Alpha},
-	CSIStorageCapacity:                 {Default: true, PreRelease: featuregate.GA}, // remove in 1.26
-	GenericEphemeralVolume:             {Default: true, PreRelease: featuregate.GA},
-	PodDisruptionBudget:                {Default: true, PreRelease: featuregate.GA},
+	CompatibleCSIStorageCapacity:              {Default: false, PreRelease: featuregate.Alpha},
+	DisableCSIStorageCapacityInformer:         {Default: false, PreRelease: featuregate.Alpha},
+	CompatiblePodDisruptionBudget:             {Default: false, PreRelease: featuregate.Alpha},
+	DisablePodDisruptionBudgetInformer:        {Default: false, PreRelease: featuregate.Alpha},
+	ResizePod:                                 {Default: false, PreRelease: featuregate.Alpha},
+	MultiQuotaTree:                            {Default: false, PreRelease: featuregate.Alpha},
+	ElasticQuotaIgnorePodOverhead:             {Default: false, PreRelease: featuregate.Alpha},
+	ElasticQuotaIgnoreTerminatingPod:          {Default: false, PreRelease: featuregate.Alpha},
+	ElasticQuotaImmediateIgnoreTerminatingPod: {Default: false, PreRelease: featuregate.Alpha},
+	ElasticQuotaGuaranteeUsage:                {Default: false, PreRelease: featuregate.Alpha},
+	DisableDefaultQuota:                       {Default: false, PreRelease: featuregate.Alpha},
+	SupportParentQuotaSubmitPod:               {Default: false, PreRelease: featuregate.Alpha},
+	CSIStorageCapacity:                        {Default: true, PreRelease: featuregate.GA}, // remove in 1.26
+	GenericEphemeralVolume:                    {Default: true, PreRelease: featuregate.GA},
+	PodDisruptionBudget:                       {Default: true, PreRelease: featuregate.GA},
 }
 
 func init() {
diff --git a/pkg/scheduler/plugins/elasticquota/core/group_quota_manager.go b/pkg/scheduler/plugins/elasticquota/core/group_quota_manager.go
index 5141be244..c2fcf052f 100644
--- a/pkg/scheduler/plugins/elasticquota/core/group_quota_manager.go
+++ b/pkg/scheduler/plugins/elasticquota/core/group_quota_manager.go
@@ -1108,6 +1108,10 @@ func shouldBeIgnored(pod *v1.Pod) bool {
 		return false
 	}
 
+	if utilfeature.DefaultFeatureGate.Enabled(features.ElasticQuotaImmediateIgnoreTerminatingPod) {
+		return true
+	}
+
 	if !utilfeature.DefaultFeatureGate.Enabled(features.ElasticQuotaIgnoreTerminatingPod) {
 		return false
 	}
diff --git a/pkg/scheduler/plugins/elasticquota/core/group_quota_manager_test.go b/pkg/scheduler/plugins/elasticquota/core/group_quota_manager_test.go
index cfbbc7f55..a0a6e488b 100644
--- a/pkg/scheduler/plugins/elasticquota/core/group_quota_manager_test.go
+++ b/pkg/scheduler/plugins/elasticquota/core/group_quota_manager_test.go
@@ -2067,5 +2067,44 @@ func TestUpdatePod_WhenQuotaCreateAfterPodCreate(t *testing.T) {
 	assert.Equal(t, 1, len(quotaInfo.GetPodCache()))
 	assert.Equal(t, createResourceList(10, 10), quotaInfo.GetRequest())
 	assert.Equal(t, createResourceList(10, 10), quotaInfo.GetUsed())
+}
+
+func TestGroupQuotaManager_ImmediateIgnoreTerminatingPod(t *testing.T) {
+	defer utilfeature.SetFeatureGateDuringTest(t, k8sfeature.DefaultFeatureGate,
+		features.ElasticQuotaImmediateIgnoreTerminatingPod, true)()
+	gqm := NewGroupQuotaManagerForTest()
+
+	gqm.UpdateClusterTotalResource(createResourceList(50, 50))
+
+	qi1 := createQuota("1", extension.RootQuotaName, 40, 40, 10, 10)
+	gqm.UpdateQuota(qi1, false)
 
+	// add pod
+	pod1 := schetesting.MakePod().Name("1").Obj()
+	pod1.Spec.Containers = []v1.Container{
+		{
+			Resources: v1.ResourceRequirements{
+				Requests: createResourceList(10, 10),
+			},
+		},
+	}
+	pod1.Spec.NodeName = "node1"
+	gqm.OnPodAdd(qi1.Name, pod1)
+	assert.Equal(t, createResourceList(10, 10), gqm.GetQuotaInfoByName("1").GetRequest())
+	assert.Equal(t, createResourceList(10, 10), gqm.GetQuotaInfoByName("1").GetUsed())
+
+	// deleting the pod
+	pod2 := pod1.DeepCopy()
+	deleteTimestamp := metav1.Time{Time: time.Now()}
+	deleteGracePeriodsSeconds := int64(30)
+	pod2.DeletionTimestamp = &deleteTimestamp
+	pod2.DeletionGracePeriodSeconds = &deleteGracePeriodsSeconds
+	gqm.OnPodUpdate("1", "1", pod2, pod1)
+	assert.Equal(t, createResourceList(0, 0), gqm.GetQuotaInfoByName("1").GetRequest())
+	assert.Equal(t, createResourceList(0, 0), gqm.GetQuotaInfoByName("1").GetUsed())
+
+	// delete the pod
+	gqm.OnPodDelete("1", pod2)
+	assert.Equal(t, createResourceList(0, 0), gqm.GetQuotaInfoByName("1").GetRequest())
+	assert.Equal(t, createResourceList(0, 0), gqm.GetQuotaInfoByName("1").GetUsed())
 }