diff --git a/config/default/kustomization.yaml b/config/default/kustomization.yaml
index a4607e42..687f1e4a 100644
--- a/config/default/kustomization.yaml
+++ b/config/default/kustomization.yaml
@@ -22,7 +22,7 @@ bases:
 # [CERTMANAGER] To enable cert-manager, uncomment all sections with 'CERTMANAGER'. 'WEBHOOK' components are required.
 #- ../certmanager
 # [PROMETHEUS] To enable prometheus monitor, uncomment all sections with 'PROMETHEUS'.
-# - ../prometheus
+- ../prometheus
 
 patchesStrategicMerge:
 # Protect the /metrics endpoint by putting it behind auth.
diff --git a/config/manager/manager.yaml b/config/manager/manager.yaml
index 6ce080b3..76cb378e 100644
--- a/config/manager/manager.yaml
+++ b/config/manager/manager.yaml
@@ -41,6 +41,9 @@ spec:
         - --provider-config=/etc/kruise-game/config.toml
         image: controller:latest
         name: manager
+        ports:
+          - name: https
+            containerPort: 8080
         securityContext:
           allowPrivilegeEscalation: false
           capabilities:
diff --git a/config/prometheus/monitor.yaml b/config/prometheus/monitor.yaml
index d19136ae..9b8047b7 100644
--- a/config/prometheus/monitor.yaml
+++ b/config/prometheus/monitor.yaml
@@ -11,10 +11,6 @@ spec:
   endpoints:
     - path: /metrics
       port: https
-      scheme: https
-      bearerTokenFile: /var/run/secrets/kubernetes.io/serviceaccount/token
-      tlsConfig:
-        insecureSkipVerify: true
   selector:
     matchLabels:
       control-plane: controller-manager
diff --git a/main.go b/main.go
index 6d2e3d0b..0e681fd5 100644
--- a/main.go
+++ b/main.go
@@ -22,7 +22,10 @@ import (
 	kruiseV1beta1 "github.com/openkruise/kruise-api/apps/v1beta1"
 	"github.com/openkruise/kruise-game/cloudprovider"
 	cpmanager "github.com/openkruise/kruise-game/cloudprovider/manager"
+	kruisegameclientset "github.com/openkruise/kruise-game/pkg/client/clientset/versioned"
+	kruisegamevisions "github.com/openkruise/kruise-game/pkg/client/informers/externalversions"
 	controller "github.com/openkruise/kruise-game/pkg/controllers"
+	"github.com/openkruise/kruise-game/pkg/metrics"
 	"github.com/openkruise/kruise-game/pkg/webhook"
 	"os"
 	"time"
@@ -97,7 +100,8 @@ func main() {
 		}
 	}
 
-	mgr, err := ctrl.NewManager(ctrl.GetConfigOrDie(), ctrl.Options{
+	restConfig := ctrl.GetConfigOrDie()
+	mgr, err := ctrl.NewManager(restConfig, ctrl.Options{
 		Scheme:                 scheme,
 		MetricsBindAddress:     metricsAddr,
 		Port:                   9443,
@@ -164,6 +168,20 @@ func main() {
 		}
 	}()
 
+	kruisegameInformerFactory := kruisegamevisions.NewSharedInformerFactory(kruisegameclientset.NewForConfigOrDie(restConfig), 30*time.Second)
+	metricsController, err := metrics.NewController(kruisegameInformerFactory)
+	if err != nil {
+		setupLog.Error(err, "unable to create metrics controller")
+		os.Exit(1)
+	}
+	kruisegameInformerFactory.Start(signal.Done())
+	go func() {
+		if metricsController.Run(signal) != nil {
+			setupLog.Error(err, "unable to setup metrics controller")
+			os.Exit(1)
+		}
+	}()
+
 	setupLog.Info("starting kruise-game-manager")
 
 	if err := mgr.Start(signal); err != nil {
diff --git a/pkg/metrics/controller.go b/pkg/metrics/controller.go
new file mode 100644
index 00000000..9dcbebc9
--- /dev/null
+++ b/pkg/metrics/controller.go
@@ -0,0 +1,232 @@
+/*
+Copyright 2023 The Kruise Authors.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package metrics
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	gamekruisev1alpha1 "github.com/openkruise/kruise-game/apis/v1alpha1"
+	kruisegamevisions "github.com/openkruise/kruise-game/pkg/client/informers/externalversions"
+	kruisegamelister "github.com/openkruise/kruise-game/pkg/client/listers/apis/v1alpha1"
+	"k8s.io/client-go/tools/cache"
+	"k8s.io/klog/v2"
+	"sync"
+	"time"
+)
+
+type Controller struct {
+	gameServerLister             kruisegamelister.GameServerLister
+	gameServerSetLister          kruisegamelister.GameServerSetLister
+	gameServerSynced             cache.InformerSynced
+	gameServerSetSynced          cache.InformerSynced
+	stateLock                    sync.Mutex
+	opsStateLock                 sync.Mutex
+	gameServerStateLastChange    map[string]float64
+	gameServerOpsStateLastChange map[string]float64
+}
+
+func NewController(kruisegameInformerFactory kruisegamevisions.SharedInformerFactory) (*Controller, error) {
+	gameServer := kruisegameInformerFactory.Game().V1alpha1().GameServers()
+	gsInformer := gameServer.Informer()
+
+	gameServerSet := kruisegameInformerFactory.Game().V1alpha1().GameServerSets()
+	gssInformer := gameServerSet.Informer()
+
+	c := &Controller{
+		gameServerLister:             gameServer.Lister(),
+		gameServerSetLister:          gameServerSet.Lister(),
+		gameServerSynced:             gsInformer.HasSynced,
+		gameServerSetSynced:          gssInformer.HasSynced,
+		stateLock:                    sync.Mutex{},
+		opsStateLock:                 sync.Mutex{},
+		gameServerStateLastChange:    make(map[string]float64),
+		gameServerOpsStateLastChange: make(map[string]float64),
+	}
+
+	gsInformer.AddEventHandler(cache.ResourceEventHandlerFuncs{
+		AddFunc:    c.recordGsWhenAdd,
+		UpdateFunc: c.recordGsWhenUpdate,
+		DeleteFunc: c.recordGsWhenDelete,
+	})
+
+	gssInformer.AddEventHandler(cache.ResourceEventHandlerFuncs{
+		UpdateFunc: func(oldObj, newObj interface{}) {
+			c.recordGssWhenChange(newObj)
+		},
+		DeleteFunc: c.recordGssWhenDelete,
+	})
+
+	return c, nil
+}
+
+func (c *Controller) recordGsWhenAdd(obj interface{}) {
+	gs, ok := obj.(*gamekruisev1alpha1.GameServer)
+	if !ok {
+		return
+	}
+
+	c.calcDurationState(gs, "Add")
+	c.calcDurationOpsState(gs, "Add")
+
+	GameServersTotal.WithLabelValues().Inc()
+
+	state := string(gs.Status.CurrentState)
+	opsState := string(gs.Spec.OpsState)
+	GameServersStateCount.WithLabelValues(state).Inc()
+	GameServersOpsStateCount.WithLabelValues(opsState).Inc()
+
+	dp := 0
+	up := 0
+	if gs.Status.DeletionPriority != nil {
+		dp = gs.Status.DeletionPriority.IntValue()
+	}
+	if gs.Status.UpdatePriority != nil {
+		up = gs.Status.UpdatePriority.IntValue()
+	}
+	GameServerDeletionPriority.WithLabelValues(gs.Name, gs.Namespace).Set(float64(dp))
+	GameServerUpdatePriority.WithLabelValues(gs.Name, gs.Namespace).Set(float64(up))
+}
+
+func (c *Controller) recordGsWhenUpdate(oldObj, newObj interface{}) {
+	oldGs, ok := oldObj.(*gamekruisev1alpha1.GameServer)
+	if !ok {
+		return
+	}
+
+	newGs, ok := newObj.(*gamekruisev1alpha1.GameServer)
+	if !ok {
+		return
+	}
+
+	oldState := string(oldGs.Status.CurrentState)
+	oldOpsState := string(oldGs.Spec.OpsState)
+	newState := string(newGs.Status.CurrentState)
+	newOpsState := string(newGs.Spec.OpsState)
+	if oldState != newState {
+		GameServersStateCount.WithLabelValues(newState).Inc()
+		GameServersStateCount.WithLabelValues(oldState).Dec()
+		GameServersStateDuration.WithLabelValues(newGs.Name, newGs.Namespace, oldState).Observe(c.calcDurationState(newGs, "Update"))
+	}
+	if oldOpsState != newOpsState {
+		GameServersOpsStateCount.WithLabelValues(newOpsState).Inc()
+		GameServersOpsStateCount.WithLabelValues(oldOpsState).Dec()
+		GameServersOpsStateDuration.WithLabelValues(newGs.Name, newGs.Namespace, oldOpsState).Observe(c.calcDurationOpsState(newGs, "Update"))
+	}
+
+	newDp := 0
+	newUp := 0
+	if newGs.Status.DeletionPriority != oldGs.Status.DeletionPriority {
+		newDp = newGs.Status.DeletionPriority.IntValue()
+	}
+	if newGs.Status.UpdatePriority != oldGs.Status.UpdatePriority {
+		newUp = newGs.Status.UpdatePriority.IntValue()
+	}
+	GameServerDeletionPriority.WithLabelValues(newGs.Name, newGs.Namespace).Set(float64(newDp))
+	GameServerUpdatePriority.WithLabelValues(newGs.Name, newGs.Namespace).Set(float64(newUp))
+}
+
+func (c *Controller) recordGsWhenDelete(obj interface{}) {
+	gs, ok := obj.(*gamekruisev1alpha1.GameServer)
+	if !ok {
+		return
+	}
+
+	state := string(gs.Status.CurrentState)
+	opsState := string(gs.Spec.OpsState)
+
+	GameServersStateDuration.WithLabelValues(gs.Name, gs.Namespace, state).Observe(c.calcDurationState(gs, "Delete"))
+	GameServersOpsStateDuration.WithLabelValues(gs.Name, gs.Namespace, opsState).Observe(c.calcDurationOpsState(gs, "Delete"))
+
+	GameServersStateCount.WithLabelValues(state).Dec()
+	GameServersOpsStateCount.WithLabelValues(opsState).Dec()
+	GameServerDeletionPriority.DeleteLabelValues(gs.Name, gs.Namespace)
+	GameServerUpdatePriority.DeleteLabelValues(gs.Name, gs.Namespace)
+}
+
+func (c *Controller) recordGssWhenChange(obj interface{}) {
+	gss, ok := obj.(*gamekruisev1alpha1.GameServerSet)
+	if !ok {
+		return
+	}
+
+	GameServerSetsReplicasCount.WithLabelValues(gss.Name, gss.Namespace, "current").Set(float64(gss.Status.CurrentReplicas))
+	GameServerSetsReplicasCount.WithLabelValues(gss.Name, gss.Namespace, "ready").Set(float64(gss.Status.ReadyReplicas))
+	GameServerSetsReplicasCount.WithLabelValues(gss.Name, gss.Namespace, "available").Set(float64(gss.Status.AvailableReplicas))
+	GameServerSetsReplicasCount.WithLabelValues(gss.Name, gss.Namespace, "maintaining").Set(float64(*gss.Status.MaintainingReplicas))
+	GameServerSetsReplicasCount.WithLabelValues(gss.Name, gss.Namespace, "waitToBeDeleted").Set(float64(*gss.Status.WaitToBeDeletedReplicas))
+}
+
+func (c *Controller) recordGssWhenDelete(obj interface{}) {
+	gss, ok := obj.(*gamekruisev1alpha1.GameServerSet)
+	if !ok {
+		return
+	}
+
+	GameServerSetsReplicasCount.DeleteLabelValues(gss.Name, gss.Namespace, "current")
+	GameServerSetsReplicasCount.DeleteLabelValues(gss.Name, gss.Namespace, "ready")
+	GameServerSetsReplicasCount.DeleteLabelValues(gss.Name, gss.Namespace, "available")
+	GameServerSetsReplicasCount.DeleteLabelValues(gss.Name, gss.Namespace, "maintaining")
+	GameServerSetsReplicasCount.DeleteLabelValues(gss.Name, gss.Namespace, "waitToBeDeleted")
+}
+
+func (c *Controller) Run(ctx context.Context) error {
+	klog.Info("Wait for metrics controller cache sync")
+	if !cache.WaitForCacheSync(ctx.Done(), c.gameServerSynced, c.gameServerSetSynced) {
+		return errors.New("failed to wait for caches to sync")
+	}
+	<-ctx.Done()
+	return nil
+}
+
+func (c *Controller) calcDurationState(newGs *gamekruisev1alpha1.GameServer, action string) float64 {
+	currentTime := time.Now().UTC().Sub(newGs.ObjectMeta.CreationTimestamp.Local().UTC()).Seconds()
+	gsKey := fmt.Sprintf("%s/%s", newGs.ObjectMeta.Namespace, newGs.ObjectMeta.Name)
+
+	c.stateLock.Lock()
+	defer c.stateLock.Unlock()
+	duration := 0.0
+	if action == "Add" {
+		c.gameServerStateLastChange[gsKey] = currentTime
+	} else {
+		duration = currentTime - c.gameServerStateLastChange[gsKey]
+		c.gameServerStateLastChange[gsKey] = currentTime
+	}
+	if action == "Delete" {
+		delete(c.gameServerStateLastChange, gsKey)
+	}
+	return duration
+}
+
+func (c *Controller) calcDurationOpsState(newGs *gamekruisev1alpha1.GameServer, action string) float64 {
+	currentTime := time.Now().UTC().Sub(newGs.ObjectMeta.CreationTimestamp.Local().UTC()).Seconds()
+	gsKey := fmt.Sprintf("%s/%s", newGs.ObjectMeta.Namespace, newGs.ObjectMeta.Name)
+
+	c.opsStateLock.Lock()
+	defer c.opsStateLock.Unlock()
+	duration := 0.0
+	if action == "Add" {
+		c.gameServerOpsStateLastChange[gsKey] = currentTime
+	} else {
+		duration = currentTime - c.gameServerOpsStateLastChange[gsKey]
+		c.gameServerOpsStateLastChange[gsKey] = currentTime
+	}
+	if action == "Delete" {
+		delete(c.gameServerOpsStateLastChange, gsKey)
+	}
+	return duration
+}
diff --git a/pkg/metrics/prometheus_metrics.go b/pkg/metrics/prometheus_metrics.go
new file mode 100644
index 00000000..5c9d2bc8
--- /dev/null
+++ b/pkg/metrics/prometheus_metrics.go
@@ -0,0 +1,92 @@
+/*
+Copyright 2023 The Kruise Authors.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package metrics
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+	"sigs.k8s.io/controller-runtime/pkg/metrics"
+)
+
+func init() {
+	metrics.Registry.MustRegister(GameServersStateCount)
+	metrics.Registry.MustRegister(GameServersOpsStateCount)
+	metrics.Registry.MustRegister(GameServersTotal)
+	metrics.Registry.MustRegister(GameServerSetsReplicasCount)
+	metrics.Registry.MustRegister(GameServersStateDuration)
+	metrics.Registry.MustRegister(GameServersOpsStateDuration)
+	metrics.Registry.MustRegister(GameServerDeletionPriority)
+	metrics.Registry.MustRegister(GameServerUpdatePriority)
+}
+
+var (
+	GameServersStateCount = prometheus.NewGaugeVec(
+		prometheus.GaugeOpts{
+			Name: "okg_gameservers_state_count",
+			Help: "The number of gameservers per state",
+		},
+		[]string{"state"},
+	)
+	GameServersOpsStateCount = prometheus.NewGaugeVec(
+		prometheus.GaugeOpts{
+			Name: "okg_gameservers_opsState_count",
+			Help: "The number of gameservers per opsState",
+		},
+		[]string{"opsState"},
+	)
+	GameServersTotal = prometheus.NewCounterVec(
+		prometheus.CounterOpts{
+			Name: "okg_gameservers_total",
+			Help: "The total of gameservers",
+		},
+		[]string{},
+	)
+	GameServerSetsReplicasCount = prometheus.NewGaugeVec(
+		prometheus.GaugeOpts{
+			Name: "okg_gameserversets_replicas_count",
+			Help: "The number of replicas per gameserverset)",
+		},
+		[]string{"gssName", "gssNs", "gsStatus"},
+	)
+	GameServersStateDuration = prometheus.NewHistogramVec(
+		prometheus.HistogramOpts{
+			Name: "okg_gameservers_state_duration",
+			Help: "The distribution of gameserver state duration in seconds.)",
+		},
+		[]string{"gsName", "gsNs", "state"},
+	)
+	GameServersOpsStateDuration = prometheus.NewHistogramVec(
+		prometheus.HistogramOpts{
+			Name: "okg_gameservers_opsState_duration",
+			Help: "The distribution of gameserver opsState duration in seconds.)",
+		},
+		[]string{"gsName", "gsNs", "opsState"},
+	)
+	GameServerDeletionPriority = prometheus.NewGaugeVec(
+		prometheus.GaugeOpts{
+			Name: "okg_gameserver_deletion_priority",
+			Help: "The deletionPriority of gameserver.)",
+		},
+		[]string{"gsName", "gsNs"},
+	)
+	GameServerUpdatePriority = prometheus.NewGaugeVec(
+		prometheus.GaugeOpts{
+			Name: "okg_gameserver_update_priority",
+			Help: "The updatePriority of gameserver.)",
+		},
+		[]string{"gsName", "gsNs"},
+	)
+)