diff --git a/domain/infosync/info.go b/domain/infosync/info.go
index 9c0ba3a2925bf..d639030c7a4f4 100644
--- a/domain/infosync/info.go
+++ b/domain/infosync/info.go
@@ -1235,14 +1235,20 @@ func SetTiFlashPlacementRule(ctx context.Context, rule placement.TiFlashRule) er
 	return is.tiflashReplicaManager.SetPlacementRule(ctx, rule)
 }
 
-// DeleteTiFlashPlacementRule is to delete placement rule for certain group.
-func DeleteTiFlashPlacementRule(ctx context.Context, group string, ruleID string) error {
+// DeleteTiFlashPlacementRules is a helper function to delete TiFlash placement rules of given physical table IDs.
+func DeleteTiFlashPlacementRules(ctx context.Context, physicalTableIDs []int64) error {
 	is, err := getGlobalInfoSyncer()
 	if err != nil {
 		return errors.Trace(err)
 	}
-	logutil.BgLogger().Info("DeleteTiFlashPlacementRule", zap.String("ruleID", ruleID))
-	return is.tiflashReplicaManager.DeletePlacementRule(ctx, group, ruleID)
+	logutil.BgLogger().Info("DeleteTiFlashPlacementRules", zap.Int64s("physicalTableIDs", physicalTableIDs))
+	rules := make([]placement.TiFlashRule, 0, len(physicalTableIDs))
+	for _, id := range physicalTableIDs {
+		// make a rule with count 0 to delete the rule
+		rule := MakeNewRule(id, 0, nil)
+		rules = append(rules, rule)
+	}
+	return is.tiflashReplicaManager.SetPlacementRuleBatch(ctx, rules)
 }
 
 // GetTiFlashGroupRules to get all placement rule in a certain group.
diff --git a/domain/infosync/info_test.go b/domain/infosync/info_test.go
index 6afa3f63608b3..9d9c04d730734 100644
--- a/domain/infosync/info_test.go
+++ b/domain/infosync/info_test.go
@@ -246,8 +246,8 @@ func TestTiFlashManager(t *testing.T) {
 	require.NoError(t, err)
 	require.Equal(t, 1, stats.Count)
 
-	// DeleteTiFlashPlacementRule
-	require.NoError(t, DeleteTiFlashPlacementRule(ctx, "tiflash", rule.ID))
+	// DeleteTiFlashPlacementRules
+	require.NoError(t, DeleteTiFlashPlacementRules(ctx, []int64{1}))
 	rules, err = GetTiFlashGroupRules(ctx, "tiflash")
 	require.NoError(t, err)
 	require.Equal(t, 0, len(rules))
diff --git a/store/gcworker/gc_worker.go b/store/gcworker/gc_worker.go
index 3843b83fcb4d0..41f7cd5f19071 100644
--- a/store/gcworker/gc_worker.go
+++ b/store/gcworker/gc_worker.go
@@ -979,7 +979,7 @@ func (w *GCWorker) redoDeleteRanges(ctx context.Context, safePoint uint64, concu
 	return nil
 }
 
-func (w *GCWorker) doUnsafeDestroyRangeRequest(ctx context.Context, startKey []byte, endKey []byte, concurrency int) error {
+func (w *GCWorker) doUnsafeDestroyRangeRequest(ctx context.Context, startKey []byte, endKey []byte, _ int) error {
 	// Get all stores every time deleting a region. So the store list is less probably to be stale.
 	stores, err := w.getStoresForGC(ctx)
 	if err != nil {
@@ -1970,16 +1970,8 @@ func (w *GCWorker) doGCPlacementRules(se session.Session, safePoint uint64, dr u
 		return
 	}
 
-	for _, id := range physicalTableIDs {
-		// Delete pd rule
-		failpoint.Inject("gcDeletePlacementRuleCounter", func() {})
-		logutil.BgLogger().Info("try delete TiFlash pd rule",
-			zap.Int64("tableID", id), zap.String("endKey", string(dr.EndKey)), zap.Uint64("safePoint", safePoint))
-		ruleID := infosync.MakeRuleID(id)
-		if err := infosync.DeleteTiFlashPlacementRule(context.Background(), "tiflash", ruleID); err != nil {
-			logutil.BgLogger().Error("delete TiFlash pd rule failed when gc",
-				zap.Error(err), zap.String("ruleID", ruleID), zap.Uint64("safePoint", safePoint))
-		}
+	if err := infosync.DeleteTiFlashPlacementRules(context.Background(), physicalTableIDs); err != nil {
+		logutil.BgLogger().Error("delete placement rules failed", zap.Error(err), zap.Int64s("tableIDs", physicalTableIDs))
 	}
 	bundles := make([]*placement.Bundle, 0, len(physicalTableIDs))
 	for _, id := range physicalTableIDs {