diff --git a/plugin/scheduler_example/evict_leader.go b/plugin/scheduler_example/evict_leader.go
index 96e989bfcfe..4aebdbd23a3 100644
--- a/plugin/scheduler_example/evict_leader.go
+++ b/plugin/scheduler_example/evict_leader.go
@@ -161,7 +161,7 @@ type evictLeaderScheduler struct {
 // out of a store.
 func newEvictLeaderScheduler(opController *schedule.OperatorController, conf *evictLeaderSchedulerConfig) schedule.Scheduler {
 	filters := []filter.Filter{
-		filter.StoreStateFilter{ActionScope: EvictLeaderName, TransferLeader: true},
+		&filter.StoreStateFilter{ActionScope: EvictLeaderName, TransferLeader: true},
 	}
 
 	base := schedulers.NewBaseScheduler(opController)
diff --git a/server/schedule/checker/rule_checker.go b/server/schedule/checker/rule_checker.go
index ce593f2ea00..2f236c8019d 100644
--- a/server/schedule/checker/rule_checker.go
+++ b/server/schedule/checker/rule_checker.go
@@ -166,7 +166,7 @@ func (c *RuleChecker) allowLeader(fit *placement.RegionFit, peer *metapb.Peer) b
 	if s == nil {
 		return false
 	}
-	stateFilter := filter.StoreStateFilter{ActionScope: "rule-checker", TransferLeader: true}
+	stateFilter := &filter.StoreStateFilter{ActionScope: "rule-checker", TransferLeader: true}
 	if !stateFilter.Target(c.cluster, s) {
 		return false
 	}
@@ -184,7 +184,7 @@ func (c *RuleChecker) fixBetterLocation(region *core.RegionInfo, fit *placement.
 		return nil, nil
 	}
 	stores := getRuleFitStores(c.cluster, rf)
-	s := selector.NewReplicaSelector(stores, rf.Rule.LocationLabels, filter.StoreStateFilter{ActionScope: "rule-checker", MoveRegion: true})
+	s := selector.NewReplicaSelector(stores, rf.Rule.LocationLabels, &filter.StoreStateFilter{ActionScope: "rule-checker", MoveRegion: true})
 	oldPeerStore := s.SelectSource(c.cluster, stores)
 	if oldPeerStore == nil {
 		return nil, nil
@@ -257,7 +257,7 @@ func (c *RuleChecker) isOfflinePeer(region *core.RegionInfo, peer *metapb.Peer)
 // SelectStoreToAddPeerByRule selects a store to add peer in order to fit the placement rule.
 func SelectStoreToAddPeerByRule(scope string, cluster opt.Cluster, region *core.RegionInfo, rf *placement.RuleFit, filters ...filter.Filter) *core.StoreInfo {
 	fs := []filter.Filter{
-		filter.StoreStateFilter{ActionScope: scope, MoveRegion: true},
+		&filter.StoreStateFilter{ActionScope: scope, MoveRegion: true},
 		filter.NewStorageThresholdFilter(scope),
 		filter.NewLabelConstaintFilter(scope, rf.Rule.LabelConstraints),
 		filter.NewExcludedFilter(scope, nil, region.GetStoreIds()),
diff --git a/server/schedule/filter/filters.go b/server/schedule/filter/filters.go
index 89887b4ad13..9eeba339321 100644
--- a/server/schedule/filter/filters.go
+++ b/server/schedule/filter/filters.go
@@ -373,30 +373,44 @@ type StoreStateFilter struct {
 	TransferLeader bool
 	// Set true if the schedule involves any move region operation.
 	MoveRegion bool
+	// Reason is used to distinguish the reason of store state filter
+	Reason string
 }
 
 // Scope returns the scheduler or the checker which the filter acts on.
-func (f StoreStateFilter) Scope() string {
+func (f *StoreStateFilter) Scope() string {
 	return f.ActionScope
 }
 
 // Type returns the type of the Filter.
-func (f StoreStateFilter) Type() string {
-	return "store-state-filter"
+func (f *StoreStateFilter) Type() string {
+	return fmt.Sprintf("store-state-%s-filter", f.Reason)
 }
 
 // Source returns true when the store can be selected as the schedule
 // source.
-func (f StoreStateFilter) Source(opt opt.Options, store *core.StoreInfo) bool {
-	if store.IsTombstone() ||
-		store.DownTime() > opt.GetMaxStoreDownTime() {
+func (f *StoreStateFilter) Source(opts opt.Options, store *core.StoreInfo) bool {
+	if store.IsTombstone() {
+		f.Reason = "tombstone"
 		return false
 	}
-	if f.TransferLeader && (store.IsDisconnected() || store.IsBlocked()) {
+
+	if store.DownTime() > opts.GetMaxStoreDownTime() {
+		f.Reason = "down"
 		return false
 	}
+	if f.TransferLeader {
+		if store.IsDisconnected() {
+			f.Reason = "disconnected"
+			return false
+		}
+		if store.IsBlocked() {
+			f.Reason = "blocked"
+			return false
+		}
+	}
 
-	if f.MoveRegion && !f.filterMoveRegion(opt, true, store) {
+	if f.MoveRegion && !f.filterMoveRegion(opts, true, store) {
 		return false
 	}
 	return true
@@ -405,22 +419,43 @@ func (f StoreStateFilter) Source(opt opt.Options, store *core.StoreInfo) bool {
 // Target returns true when the store can be selected as the schedule
 // target.
 func (f StoreStateFilter) Target(opts opt.Options, store *core.StoreInfo) bool {
-	if store.IsTombstone() ||
-		store.IsOffline() ||
-		store.DownTime() > opts.GetMaxStoreDownTime() {
+	if store.IsTombstone() {
+		f.Reason = "tombstone"
 		return false
 	}
-	if f.TransferLeader &&
-		(store.IsDisconnected() ||
-			store.IsBlocked() ||
-			store.IsBusy() ||
-			opts.CheckLabelProperty(opt.RejectLeader, store.GetLabels())) {
+
+	if store.DownTime() > opts.GetMaxStoreDownTime() {
+		f.Reason = "down"
 		return false
 	}
 
+	if store.IsOffline() {
+		f.Reason = "offline"
+		return false
+	}
+	if f.TransferLeader {
+		if store.IsDisconnected() {
+			f.Reason = "disconnected"
+			return false
+		}
+		if store.IsBlocked() {
+			f.Reason = "blocked"
+			return false
+		}
+		if store.IsBusy() {
+			f.Reason = "busy"
+			return false
+		}
+		if opts.CheckLabelProperty(opt.RejectLeader, store.GetLabels()) {
+			f.Reason = "reject-leader"
+			return false
+		}
+	}
+
 	if f.MoveRegion {
 		// only target consider the pending peers because pending more means the disk is slower.
 		if opts.GetMaxPendingPeerCount() > 0 && store.GetPendingPeerCount() > int(opts.GetMaxPendingPeerCount()) {
+			f.Reason = "too-many-pending-peer"
 			return false
 		}
 
@@ -431,18 +466,26 @@ func (f StoreStateFilter) Target(opts opt.Options, store *core.StoreInfo) bool {
 	return true
 }
 
-func (f StoreStateFilter) filterMoveRegion(opt opt.Options, isSource bool, store *core.StoreInfo) bool {
+func (f *StoreStateFilter) filterMoveRegion(opt opt.Options, isSource bool, store *core.StoreInfo) bool {
 	if store.IsBusy() {
+		f.Reason = "busy"
+		return false
+	}
+
+	if isSource && !store.IsAvailable(storelimit.RemovePeer) {
+		f.Reason = "exceed-remove-limit"
 		return false
 	}
 
-	if (isSource && !store.IsAvailable(storelimit.RemovePeer)) || (!isSource && !store.IsAvailable(storelimit.AddPeer)) {
+	if !isSource && !store.IsAvailable(storelimit.AddPeer) {
+		f.Reason = "exceed-add-limit"
 		return false
 	}
 
 	if uint64(store.GetSendingSnapCount()) > opt.GetMaxSnapshotCount() ||
 		uint64(store.GetReceivingSnapCount()) > opt.GetMaxSnapshotCount() ||
 		uint64(store.GetApplyingSnapCount()) > opt.GetMaxSnapshotCount() {
+		f.Reason = "too-many-snapshot"
 		return false
 	}
 	return true
diff --git a/server/schedule/operator/builder.go b/server/schedule/operator/builder.go
index 540628be39f..54f7adb42f6 100644
--- a/server/schedule/operator/builder.go
+++ b/server/schedule/operator/builder.go
@@ -351,7 +351,7 @@ func (b *Builder) allowLeader(peer *metapb.Peer) bool {
 	if store == nil {
 		return false
 	}
-	stateFilter := filter.StoreStateFilter{ActionScope: "operator-builder", TransferLeader: true}
+	stateFilter := &filter.StoreStateFilter{ActionScope: "operator-builder", TransferLeader: true}
 	if !stateFilter.Target(b.cluster, store) {
 		return false
 	}
diff --git a/server/schedule/region_scatterer.go b/server/schedule/region_scatterer.go
index 313a2ee72e1..914afdd2eb9 100644
--- a/server/schedule/region_scatterer.go
+++ b/server/schedule/region_scatterer.go
@@ -137,7 +137,7 @@ type engineContext struct {
 }
 
 func newEngineContext(filters ...filter.Filter) engineContext {
-	filters = append(filters, filter.StoreStateFilter{ActionScope: regionScatterName})
+	filters = append(filters, &filter.StoreStateFilter{ActionScope: regionScatterName})
 	return engineContext{
 		filters:        filters,
 		selectedPeer:   newSelectedStores(true),
@@ -278,7 +278,7 @@ func (r *RegionScatterer) selectPeerToReplace(group string, stores map[uint64]*c
 func (r *RegionScatterer) collectAvailableStores(group string, region *core.RegionInfo, context engineContext) map[uint64]*core.StoreInfo {
 	filters := []filter.Filter{
 		filter.NewExcludedFilter(r.name, nil, region.GetStoreIds()),
-		filter.StoreStateFilter{ActionScope: r.name, MoveRegion: true},
+		&filter.StoreStateFilter{ActionScope: r.name, MoveRegion: true},
 	}
 	filters = append(filters, context.filters...)
 	filters = append(filters, context.selectedPeer.newFilters(r.name, group)...)
diff --git a/server/schedulers/adjacent_region.go b/server/schedulers/adjacent_region.go
index aeb2c3e16f8..70f0d400476 100644
--- a/server/schedulers/adjacent_region.go
+++ b/server/schedulers/adjacent_region.go
@@ -121,7 +121,7 @@ func (a *adjacentState) len() int {
 // on each store.
 func newBalanceAdjacentRegionScheduler(opController *schedule.OperatorController, conf *balanceAdjacentRegionConfig) schedule.Scheduler {
 	filters := []filter.Filter{
-		filter.StoreStateFilter{ActionScope: AdjacentRegionName, TransferLeader: true, MoveRegion: true},
+		&filter.StoreStateFilter{ActionScope: AdjacentRegionName, TransferLeader: true, MoveRegion: true},
 		filter.NewSpecialUseFilter(AdjacentRegionName),
 	}
 	base := NewBaseScheduler(opController)
diff --git a/server/schedulers/balance_leader.go b/server/schedulers/balance_leader.go
index da2a727e947..e1ce1f67ed7 100644
--- a/server/schedulers/balance_leader.go
+++ b/server/schedulers/balance_leader.go
@@ -91,7 +91,7 @@ func newBalanceLeaderScheduler(opController *schedule.OperatorController, conf *
 		option(s)
 	}
 	s.filters = []filter.Filter{
-		filter.StoreStateFilter{ActionScope: s.GetName(), TransferLeader: true},
+		&filter.StoreStateFilter{ActionScope: s.GetName(), TransferLeader: true},
 		filter.NewSpecialUseFilter(s.GetName()),
 	}
 	return s
diff --git a/server/schedulers/balance_region.go b/server/schedulers/balance_region.go
index f597897c350..4007c366065 100644
--- a/server/schedulers/balance_region.go
+++ b/server/schedulers/balance_region.go
@@ -91,7 +91,7 @@ func newBalanceRegionScheduler(opController *schedule.OperatorController, conf *
 		setOption(scheduler)
 	}
 	scheduler.filters = []filter.Filter{
-		filter.StoreStateFilter{ActionScope: scheduler.GetName(), MoveRegion: true},
+		&filter.StoreStateFilter{ActionScope: scheduler.GetName(), MoveRegion: true},
 		filter.NewSpecialUseFilter(scheduler.GetName()),
 	}
 	return scheduler
diff --git a/server/schedulers/evict_leader.go b/server/schedulers/evict_leader.go
index d3ac87977a3..3be1f85b009 100644
--- a/server/schedulers/evict_leader.go
+++ b/server/schedulers/evict_leader.go
@@ -164,7 +164,7 @@ type evictLeaderScheduler struct {
 // out of a store.
 func newEvictLeaderScheduler(opController *schedule.OperatorController, conf *evictLeaderSchedulerConfig) schedule.Scheduler {
 	filters := []filter.Filter{
-		filter.StoreStateFilter{ActionScope: EvictLeaderName, TransferLeader: true},
+		&filter.StoreStateFilter{ActionScope: EvictLeaderName, TransferLeader: true},
 	}
 
 	base := NewBaseScheduler(opController)
diff --git a/server/schedulers/hot_region.go b/server/schedulers/hot_region.go
index f8aa2ec3904..2ffe81569d3 100644
--- a/server/schedulers/hot_region.go
+++ b/server/schedulers/hot_region.go
@@ -777,7 +777,7 @@ func (bs *balanceSolver) filterDstStores() map[uint64]*storeLoadDetail {
 		}
 
 		filters = []filter.Filter{
-			filter.StoreStateFilter{ActionScope: bs.sche.GetName(), MoveRegion: true},
+			&filter.StoreStateFilter{ActionScope: bs.sche.GetName(), MoveRegion: true},
 			filter.NewExcludedFilter(bs.sche.GetName(), bs.cur.region.GetStoreIds(), bs.cur.region.GetStoreIds()),
 			filter.NewConnectedFilter(bs.sche.GetName()),
 			filter.NewSpecialUseFilter(bs.sche.GetName(), filter.SpecialUseHotRegion),
@@ -788,7 +788,7 @@ func (bs *balanceSolver) filterDstStores() map[uint64]*storeLoadDetail {
 
 	case transferLeader:
 		filters = []filter.Filter{
-			filter.StoreStateFilter{ActionScope: bs.sche.GetName(), TransferLeader: true},
+			&filter.StoreStateFilter{ActionScope: bs.sche.GetName(), TransferLeader: true},
 			filter.NewConnectedFilter(bs.sche.GetName()),
 			filter.NewSpecialUseFilter(bs.sche.GetName(), filter.SpecialUseHotRegion),
 		}
diff --git a/server/schedulers/label.go b/server/schedulers/label.go
index ff7945dbd76..1ba5cd49447 100644
--- a/server/schedulers/label.go
+++ b/server/schedulers/label.go
@@ -74,7 +74,7 @@ type labelScheduler struct {
 // the store with the specific label.
 func newLabelScheduler(opController *schedule.OperatorController, conf *labelSchedulerConfig) schedule.Scheduler {
 	filters := []filter.Filter{
-		filter.StoreStateFilter{ActionScope: LabelName, TransferLeader: true},
+		&filter.StoreStateFilter{ActionScope: LabelName, TransferLeader: true},
 	}
 	kind := core.NewScheduleKind(core.LeaderKind, core.ByCount)
 	return &labelScheduler{
diff --git a/server/schedulers/random_merge.go b/server/schedulers/random_merge.go
index 447748d7d67..b51c750564f 100644
--- a/server/schedulers/random_merge.go
+++ b/server/schedulers/random_merge.go
@@ -74,7 +74,7 @@ type randomMergeScheduler struct {
 // then merges them.
 func newRandomMergeScheduler(opController *schedule.OperatorController, conf *randomMergeSchedulerConfig) schedule.Scheduler {
 	filters := []filter.Filter{
-		filter.StoreStateFilter{ActionScope: conf.Name, MoveRegion: true},
+		&filter.StoreStateFilter{ActionScope: conf.Name, MoveRegion: true},
 	}
 	base := NewBaseScheduler(opController)
 	return &randomMergeScheduler{
diff --git a/server/schedulers/shuffle_hot_region.go b/server/schedulers/shuffle_hot_region.go
index 75dfa7d2f5e..c92fde9549f 100644
--- a/server/schedulers/shuffle_hot_region.go
+++ b/server/schedulers/shuffle_hot_region.go
@@ -177,7 +177,7 @@ func (s *shuffleHotRegionScheduler) randomSchedule(cluster opt.Cluster, loadDeta
 		}
 
 		filters := []filter.Filter{
-			filter.StoreStateFilter{ActionScope: s.GetName(), MoveRegion: true},
+			&filter.StoreStateFilter{ActionScope: s.GetName(), MoveRegion: true},
 			filter.NewExcludedFilter(s.GetName(), srcRegion.GetStoreIds(), srcRegion.GetStoreIds()),
 			scoreGuard,
 		}
diff --git a/server/schedulers/shuffle_leader.go b/server/schedulers/shuffle_leader.go
index e3e935fa8b8..9cad0eac01b 100644
--- a/server/schedulers/shuffle_leader.go
+++ b/server/schedulers/shuffle_leader.go
@@ -72,7 +72,7 @@ type shuffleLeaderScheduler struct {
 // between stores.
 func newShuffleLeaderScheduler(opController *schedule.OperatorController, conf *shuffleLeaderSchedulerConfig) schedule.Scheduler {
 	filters := []filter.Filter{
-		filter.StoreStateFilter{ActionScope: conf.Name, TransferLeader: true},
+		&filter.StoreStateFilter{ActionScope: conf.Name, TransferLeader: true},
 		filter.NewSpecialUseFilter(conf.Name),
 	}
 	base := NewBaseScheduler(opController)
diff --git a/server/schedulers/shuffle_region.go b/server/schedulers/shuffle_region.go
index aad6b4728eb..2112cf45834 100644
--- a/server/schedulers/shuffle_region.go
+++ b/server/schedulers/shuffle_region.go
@@ -68,7 +68,7 @@ type shuffleRegionScheduler struct {
 // between stores.
 func newShuffleRegionScheduler(opController *schedule.OperatorController, conf *shuffleRegionSchedulerConfig) schedule.Scheduler {
 	filters := []filter.Filter{
-		filter.StoreStateFilter{ActionScope: ShuffleRegionName, MoveRegion: true},
+		&filter.StoreStateFilter{ActionScope: ShuffleRegionName, MoveRegion: true},
 		filter.NewSpecialUseFilter(ShuffleRegionName),
 	}
 	base := NewBaseScheduler(opController)