diff --git a/ray-operator/controllers/ray/common/pod.go b/ray-operator/controllers/ray/common/pod.go
index 50dece986da..ba34f569079 100644
--- a/ray-operator/controllers/ray/common/pod.go
+++ b/ray-operator/controllers/ray/common/pod.go
@@ -240,8 +240,18 @@ func DefaultWorkerPodTemplate(ctx context.Context, instance rayv1.RayCluster, wo
 }
 
 func initLivenessAndReadinessProbe(rayContainer *corev1.Container, rayNodeType rayv1.RayNodeType, creatorCRDType utils.CRDType) {
-	rayAgentRayletHealthCommand := fmt.Sprintf(utils.BaseWgetHealthCommand, utils.DefaultDashboardAgentListenPort, utils.RayAgentRayletHealthPath)
-	rayDashboardGCSHealthCommand := fmt.Sprintf(utils.BaseWgetHealthCommand, utils.DefaultDashboardPort, utils.RayDashboardGCSHealthPath)
+	rayAgentRayletHealthCommand := fmt.Sprintf(
+		utils.BaseWgetHealthCommand,
+		utils.DefaultReadinessProbeTimeoutSeconds,
+		utils.DefaultDashboardAgentListenPort,
+		utils.RayAgentRayletHealthPath,
+	)
+	rayDashboardGCSHealthCommand := fmt.Sprintf(
+		utils.BaseWgetHealthCommand,
+		utils.DefaultReadinessProbeFailureThreshold,
+		utils.DefaultDashboardPort,
+		utils.RayDashboardGCSHealthPath,
+	)
 
 	// Generally, the liveness and readiness probes perform the same checks.
 	// For head node => Check GCS and Raylet status.
@@ -279,8 +289,12 @@ func initLivenessAndReadinessProbe(rayContainer *corev1.Container, rayNodeType r
 		// See https://github.com/ray-project/kuberay/pull/1808 for reasons.
 		if creatorCRDType == utils.RayServiceCRD && rayNodeType == rayv1.WorkerNode {
 			rayContainer.ReadinessProbe.FailureThreshold = utils.ServeReadinessProbeFailureThreshold
-			rayServeProxyHealthCommand := fmt.Sprintf(utils.BaseWgetHealthCommand,
-				utils.FindContainerPort(rayContainer, utils.ServingPortName, utils.DefaultServingPort), utils.RayServeProxyHealthPath)
+			rayServeProxyHealthCommand := fmt.Sprintf(
+				utils.BaseWgetHealthCommand,
+				utils.DefaultReadinessProbeInitialDelaySeconds,
+				utils.FindContainerPort(rayContainer, utils.ServingPortName, utils.DefaultServingPort),
+				utils.RayServeProxyHealthPath,
+			)
 			commands = append(commands, rayServeProxyHealthCommand)
 			rayContainer.ReadinessProbe.Exec = &corev1.ExecAction{Command: []string{"bash", "-c", strings.Join(commands, " && ")}}
 		}
diff --git a/ray-operator/controllers/ray/utils/constant.go b/ray-operator/controllers/ray/utils/constant.go
index fe7ab4c9522..5a487d0f730 100644
--- a/ray-operator/controllers/ray/utils/constant.go
+++ b/ray-operator/controllers/ray/utils/constant.go
@@ -148,7 +148,7 @@ const (
 	LOCAL_HOST = "127.0.0.1"
 	// Ray FT default readiness probe values
 	DefaultReadinessProbeInitialDelaySeconds = 10
-	DefaultReadinessProbeTimeoutSeconds      = 1
+	DefaultReadinessProbeTimeoutSeconds      = 2
 	DefaultReadinessProbePeriodSeconds       = 5
 	DefaultReadinessProbeSuccessThreshold    = 1
 	DefaultReadinessProbeFailureThreshold    = 10
@@ -156,7 +156,7 @@ const (
 
 	// Ray FT default liveness probe values
 	DefaultLivenessProbeInitialDelaySeconds = 30
-	DefaultLivenessProbeTimeoutSeconds      = 1
+	DefaultLivenessProbeTimeoutSeconds      = 2
 	DefaultLivenessProbePeriodSeconds       = 5
 	DefaultLivenessProbeSuccessThreshold    = 1
 	DefaultLivenessProbeFailureThreshold    = 120
@@ -169,7 +169,7 @@ const (
 	RayAgentRayletHealthPath  = "api/local_raylet_healthz"
 	RayDashboardGCSHealthPath = "api/gcs_healthz"
 	RayServeProxyHealthPath   = "-/healthz"
-	BaseWgetHealthCommand     = "wget -T 2 -q -O- http://localhost:%d/%s | grep success"
+	BaseWgetHealthCommand     = "wget -T %d -q -O- http://localhost:%d/%s | grep success"
 
 	// Finalizers for RayJob
 	RayJobStopJobFinalizer = "ray.io/rayjob-finalizer"