diff --git a/metrics/grafana/pd.json b/metrics/grafana/pd.json
index abfe049b905..ced79c5b9e0 100644
--- a/metrics/grafana/pd.json
+++ b/metrics/grafana/pd.json
@@ -1655,12 +1655,20 @@
           ],
           "targets": [
             {
-              "expr": "pd_cluster_placement_status{k8s_cluster=\"$k8s_cluster\", tidb_cluster=\"$tidb_cluster\"}",
+              "expr": "sum(pd_cluster_placement_status{k8s_cluster=\"$k8s_cluster\", tidb_cluster=\"$tidb_cluster\"}) by (name)",
               "format": "time_series",
               "hide": false,
               "intervalFactor": 2,
               "legendFormat": "{{name}}",
               "refId": "A"
+            },
+            {
+              "expr": "pd_cluster_placement_status{k8s_cluster=\"$k8s_cluster\", tidb_cluster=\"$tidb_cluster\"}",
+              "format": "time_series",
+              "hide": true,
+              "intervalFactor": 2,
+              "legendFormat": "{{name}}--{{store}}",
+              "refId": "B"
             }
           ],
           "timeFrom": "1s",
diff --git a/pkg/statistics/metrics.go b/pkg/statistics/metrics.go
index a5ea07f4f55..68cbf142479 100644
--- a/pkg/statistics/metrics.go
+++ b/pkg/statistics/metrics.go
@@ -55,7 +55,7 @@ var (
 			Subsystem: "cluster",
 			Name:      "placement_status",
 			Help:      "Status of the cluster placement.",
-		}, []string{"type", "name"})
+		}, []string{"type", "name", "store"})
 
 	configStatusGauge = prometheus.NewGaugeVec(
 		prometheus.GaugeOpts{
diff --git a/pkg/statistics/store_collection.go b/pkg/statistics/store_collection.go
index 4f76ffb0b5f..6d5df0bda62 100644
--- a/pkg/statistics/store_collection.go
+++ b/pkg/statistics/store_collection.go
@@ -47,7 +47,7 @@ type storeStatistics struct {
 	LeaderCount     int
 	LearnerCount    int
 	WitnessCount    int
-	LabelCounter    map[string]int
+	LabelCounter    map[string][]uint64
 	Preparing       int
 	Serving         int
 	Removing        int
@@ -57,7 +57,7 @@ type storeStatistics struct {
 func newStoreStatistics(opt config.ConfProvider) *storeStatistics {
 	return &storeStatistics{
 		opt:          opt,
-		LabelCounter: make(map[string]int),
+		LabelCounter: make(map[string][]uint64),
 	}
 }
 
@@ -70,7 +70,7 @@ func (s *storeStatistics) Observe(store *core.StoreInfo) {
 		key := fmt.Sprintf("%s:%s", k, v)
 		// exclude tombstone
 		if !store.IsRemoved() {
-			s.LabelCounter[key]++
+			s.LabelCounter[key] = append(s.LabelCounter[key], store.GetID())
 		}
 	}
 	storeAddress := store.GetAddress()
@@ -249,8 +249,10 @@ func (s *storeStatistics) Collect() {
 		configStatusGauge.WithLabelValues(typ).Set(value)
 	}
 
-	for name, value := range s.LabelCounter {
-		placementStatusGauge.WithLabelValues(labelType, name).Set(float64(value))
+	for name, stores := range s.LabelCounter {
+		for _, storeID := range stores {
+			placementStatusGauge.WithLabelValues(labelType, name, strconv.FormatUint(storeID, 10)).Set(1)
+		}
 	}
 
 	for storeID, limit := range s.opt.GetStoresLimit() {
diff --git a/pkg/statistics/store_collection_test.go b/pkg/statistics/store_collection_test.go
index 64a02a54bb4..e9fd1bba1fb 100644
--- a/pkg/statistics/store_collection_test.go
+++ b/pkg/statistics/store_collection_test.go
@@ -85,12 +85,14 @@ func TestStoreStatistics(t *testing.T) {
 	re.Equal(0, stats.Disconnect)
 	re.Equal(1, stats.Tombstone)
 	re.Equal(1, stats.LowSpace)
-	re.Equal(2, stats.LabelCounter["zone:z1"])
-	re.Equal(2, stats.LabelCounter["zone:z2"])
-	re.Equal(2, stats.LabelCounter["zone:z3"])
-	re.Equal(4, stats.LabelCounter["host:h1"])
-	re.Equal(4, stats.LabelCounter["host:h2"])
-	re.Equal(2, stats.LabelCounter["zone:unknown"])
+	re.Len(stats.LabelCounter["zone:z1"], 2)
+	re.Equal([]uint64{1, 2}, stats.LabelCounter["zone:z1"])
+	re.Len(stats.LabelCounter["zone:z2"], 2)
+	re.Len(stats.LabelCounter["zone:z3"], 2)
+	re.Len(stats.LabelCounter["host:h1"], 4)
+	re.Equal([]uint64{1, 3, 5, 7}, stats.LabelCounter["host:h1"])
+	re.Len(stats.LabelCounter["host:h2"], 4)
+	re.Len(stats.LabelCounter["zone:unknown"], 2)
 }
 
 func TestSummaryStoreInfos(t *testing.T) {