diff --git a/ray-operator/apis/ray/v1/raycluster_types.go b/ray-operator/apis/ray/v1/raycluster_types.go
index e7fe2f25fe..a317a3b479 100644
--- a/ray-operator/apis/ray/v1/raycluster_types.go
+++ b/ray-operator/apis/ray/v1/raycluster_types.go
@@ -169,6 +169,7 @@ type RayClusterConditionType string
 // Custom Reason for RayClusterCondition
 const (
 	AllPodRunningAndReadyFirstTime = "AllPodRunningAndReadyFirstTime"
+	RayClusterPodsProvisioning     = "RayClusterPodsProvisioning"
 	HeadPodNotFound                = "HeadPodNotFound"
 	HeadPodRunningAndReady         = "HeadPodRunningAndReady"
 	// UnknownReason says that the reason for the condition is unknown.
diff --git a/ray-operator/controllers/ray/raycluster_controller.go b/ray-operator/controllers/ray/raycluster_controller.go
index 56633bc91f..af7cb03e09 100644
--- a/ray-operator/controllers/ray/raycluster_controller.go
+++ b/ray-operator/controllers/ray/raycluster_controller.go
@@ -1210,9 +1210,9 @@ func (r *RayClusterReconciler) calculateStatus(ctx context.Context, instance *ra
 			meta.SetStatusCondition(&newInstance.Status.Conditions, headPodReadyCondition)
 		}
 
-		if meta.FindStatusCondition(newInstance.Status.Conditions, string(rayv1.RayClusterProvisioned)) == nil {
+		if !meta.IsStatusConditionTrue(newInstance.Status.Conditions, string(rayv1.RayClusterProvisioned)) {
 			// RayClusterProvisioned indicates whether all Ray Pods are ready when the RayCluster is first created.
-			// Note RayClusterProvisioned StatusCondition will not be added to Raycluster until all Ray Pods are ready for the first time.
+			// Note RayClusterProvisioned StatusCondition will not be updated after all Ray Pods are ready for the first time.
 			if utils.CheckAllPodsRunning(ctx, runtimePods) {
 				meta.SetStatusCondition(&newInstance.Status.Conditions, metav1.Condition{
 					Type:    string(rayv1.RayClusterProvisioned),
@@ -1220,6 +1220,13 @@ func (r *RayClusterReconciler) calculateStatus(ctx context.Context, instance *ra
 					Reason:  rayv1.AllPodRunningAndReadyFirstTime,
 					Message: "All Ray Pods are ready for the first time",
 				})
+			} else {
+				meta.SetStatusCondition(&newInstance.Status.Conditions, metav1.Condition{
+					Type:    string(rayv1.RayClusterProvisioned),
+					Status:  metav1.ConditionFalse,
+					Reason:  rayv1.RayClusterPodsProvisioning,
+					Message: "RayCluster Pods are being provisioned for first time",
+				})
 			}
 		}
 
diff --git a/ray-operator/controllers/ray/raycluster_controller_test.go b/ray-operator/controllers/ray/raycluster_controller_test.go
index 9699ef149a..bdeca65562 100644
--- a/ray-operator/controllers/ray/raycluster_controller_test.go
+++ b/ray-operator/controllers/ray/raycluster_controller_test.go
@@ -898,15 +898,15 @@ var _ = Context("Inside the default namespace", func() {
 				time.Second*3, time.Millisecond*500).Should(BeTrue())
 
 			By("Check RayCluster RayClusterProvisioned condition is false")
-			// But the worker pod is not ready yet, RayClusterProvisioned condition should still be absent.
+			// But the worker pod is not ready yet, RayClusterProvisioned condition should be false.
 			Consistently(
-				func() *metav1.Condition {
+				func() bool {
 					if err := getResourceFunc(ctx, client.ObjectKey{Name: rayCluster.Name, Namespace: namespace}, rayCluster)(); err != nil {
-						return nil
+						return false
 					}
-					return meta.FindStatusCondition(rayCluster.Status.Conditions, string(rayv1.RayClusterProvisioned))
+					return meta.IsStatusConditionFalse(rayCluster.Status.Conditions, string(rayv1.RayClusterProvisioned))
 				},
-				time.Second*3, time.Millisecond*500).Should(BeNil())
+				time.Second*3, time.Millisecond*500).Should(BeTrue())
 
 			By("Update the worker pod to Running")
 			workerPod.Status.Phase = corev1.PodRunning
diff --git a/ray-operator/controllers/ray/raycluster_controller_unit_test.go b/ray-operator/controllers/ray/raycluster_controller_unit_test.go
index a944f4ac6e..e0f49f8d00 100644
--- a/ray-operator/controllers/ray/raycluster_controller_unit_test.go
+++ b/ray-operator/controllers/ray/raycluster_controller_unit_test.go
@@ -1829,7 +1829,9 @@ func TestRayClusterProvisionedCondition(t *testing.T) {
 	_ = fakeClient.Status().Update(ctx, headPod)
 	_ = fakeClient.Status().Update(ctx, workerPod)
 	testRayCluster, _ = r.calculateStatus(ctx, testRayCluster, nil)
-	assert.Nil(t, meta.FindStatusCondition(testRayCluster.Status.Conditions, string(rayv1.RayClusterProvisioned)))
+	rayClusterProvisionedCondition := meta.FindStatusCondition(testRayCluster.Status.Conditions, string(rayv1.RayClusterProvisioned))
+	assert.Equal(t, rayClusterProvisionedCondition.Status, metav1.ConditionFalse)
+	assert.Equal(t, rayClusterProvisionedCondition.Reason, rayv1.RayClusterPodsProvisioning)
 
 	// After a while, all Ray Pods are ready for the first time, RayClusterProvisioned condition should be added and set to True.
 	headPod.Status = ReadyStatus
@@ -1837,7 +1839,7 @@ func TestRayClusterProvisionedCondition(t *testing.T) {
 	_ = fakeClient.Status().Update(ctx, headPod)
 	_ = fakeClient.Status().Update(ctx, workerPod)
 	testRayCluster, _ = r.calculateStatus(ctx, testRayCluster, nil)
-	rayClusterProvisionedCondition := meta.FindStatusCondition(testRayCluster.Status.Conditions, string(rayv1.RayClusterProvisioned))
+	rayClusterProvisionedCondition = meta.FindStatusCondition(testRayCluster.Status.Conditions, string(rayv1.RayClusterProvisioned))
 	assert.Equal(t, rayClusterProvisionedCondition.Status, metav1.ConditionTrue)
 	assert.Equal(t, rayClusterProvisionedCondition.Reason, rayv1.AllPodRunningAndReadyFirstTime)