diff --git a/cmd/s3-gw/app.go b/cmd/s3-gw/app.go
index 49adbe5..ff9de72 100644
--- a/cmd/s3-gw/app.go
+++ b/cmd/s3-gw/app.go
@@ -456,6 +456,7 @@ func (a *App) initMetrics() {
 	cfg := metrics.AppMetricsConfig{
 		Logger:         a.log,
 		PoolStatistics: frostfs.NewPoolStatistic(a.pool),
+		TreeStatistic:  a.treePool,
 		Enabled:        a.cfg.GetBool(cfgPrometheusEnabled),
 	}
 
diff --git a/go.mod b/go.mod
index 9984415..af3a1b1 100644
--- a/go.mod
+++ b/go.mod
@@ -3,7 +3,7 @@ module git.frostfs.info/TrueCloudLab/frostfs-s3-gw
 go 1.21
 
 require (
-	git.frostfs.info/TrueCloudLab/frostfs-api-go/v2 v2.16.1-0.20240716113920-f517e3949164
+	git.frostfs.info/TrueCloudLab/frostfs-api-go/v2 v2.16.1-0.20240726072425-3dfa2f4fd65e
 	git.frostfs.info/TrueCloudLab/frostfs-contract v0.19.3-0.20240621131249-49e5270f673e
 	git.frostfs.info/TrueCloudLab/frostfs-observability v0.0.0-20230531082742-c97d21411eb6
 	git.frostfs.info/TrueCloudLab/frostfs-sdk-go v0.0.0-20240722121227-fa89999d919c
@@ -36,6 +36,8 @@ require (
 	google.golang.org/protobuf v1.33.0
 )
 
+replace git.frostfs.info/TrueCloudLab/frostfs-sdk-go v0.0.0-20240722121227-fa89999d919c => git.frostfs.info/mbiryukova/frostfs-sdk-go v0.0.0-20240801082104-f97bf40bd2bc
+
 require (
 	git.frostfs.info/TrueCloudLab/frostfs-crypto v0.6.0 // indirect
 	git.frostfs.info/TrueCloudLab/hrw v1.2.1 // indirect
diff --git a/go.sum b/go.sum
index cb9e3b0..6155c65 100644
--- a/go.sum
+++ b/go.sum
@@ -36,16 +36,14 @@ cloud.google.com/go/storage v1.8.0/go.mod h1:Wv1Oy7z6Yz3DshWRJFhqM/UCfaWIRTdp0RX
 cloud.google.com/go/storage v1.10.0/go.mod h1:FLPqc6j+Ki4BU591ie1oL6qBQGu2Bl/tZ9ullr3+Kg0=
 cloud.google.com/go/storage v1.14.0/go.mod h1:GrKmX003DSIwi9o29oFT7YDnHYwZoctc3fOKtUw0Xmo=
 dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
-git.frostfs.info/TrueCloudLab/frostfs-api-go/v2 v2.16.1-0.20240716113920-f517e3949164 h1:XxvwQKJT/f16qS3df5PBQPRYKkhy0/A7zH6644QpKD0=
-git.frostfs.info/TrueCloudLab/frostfs-api-go/v2 v2.16.1-0.20240716113920-f517e3949164/go.mod h1:OBDSr+DqV1z4VDouoX3YMleNc4DPBVBWTG3WDT2PK1o=
+git.frostfs.info/TrueCloudLab/frostfs-api-go/v2 v2.16.1-0.20240726072425-3dfa2f4fd65e h1:gEWT+70E/RvGkxtSv+PlyUN2vtJVymhQa1mypvrXukM=
+git.frostfs.info/TrueCloudLab/frostfs-api-go/v2 v2.16.1-0.20240726072425-3dfa2f4fd65e/go.mod h1:OBDSr+DqV1z4VDouoX3YMleNc4DPBVBWTG3WDT2PK1o=
 git.frostfs.info/TrueCloudLab/frostfs-contract v0.19.3-0.20240621131249-49e5270f673e h1:kcBqZBiFIUBATUqEuvVigtkJJWQ2Gug/eYXn967o3M4=
 git.frostfs.info/TrueCloudLab/frostfs-contract v0.19.3-0.20240621131249-49e5270f673e/go.mod h1:F/fe1OoIDKr5Bz99q4sriuHDuf3aZefZy9ZsCqEtgxc=
 git.frostfs.info/TrueCloudLab/frostfs-crypto v0.6.0 h1:FxqFDhQYYgpe41qsIHVOcdzSVCB8JNSfPG7Uk4r2oSk=
 git.frostfs.info/TrueCloudLab/frostfs-crypto v0.6.0/go.mod h1:RUIKZATQLJ+TaYQa60X2fTDwfuhMfm8Ar60bQ5fr+vU=
 git.frostfs.info/TrueCloudLab/frostfs-observability v0.0.0-20230531082742-c97d21411eb6 h1:aGQ6QaAnTerQ5Dq5b2/f9DUQtSqPkZZ/bkMx/HKuLCo=
 git.frostfs.info/TrueCloudLab/frostfs-observability v0.0.0-20230531082742-c97d21411eb6/go.mod h1:W8Nn08/l6aQ7UlIbpF7FsQou7TVpcRD1ZT1KG4TrFhE=
-git.frostfs.info/TrueCloudLab/frostfs-sdk-go v0.0.0-20240722121227-fa89999d919c h1:8ZS6eUFnOhzUo9stFqwq1Zyq+Y5YNcYAidCGICcZVL4=
-git.frostfs.info/TrueCloudLab/frostfs-sdk-go v0.0.0-20240722121227-fa89999d919c/go.mod h1:vluJ/+yQMcq8ZIZZSA7Te+JKClr0lgtRErjICvb8wto=
 git.frostfs.info/TrueCloudLab/hrw v1.2.1 h1:ccBRK21rFvY5R1WotI6LNoPlizk7qSvdfD8lNIRudVc=
 git.frostfs.info/TrueCloudLab/hrw v1.2.1/go.mod h1:C1Ygde2n843yTZEQ0FP69jYiuaYV0kriLvP4zm8JuvM=
 git.frostfs.info/TrueCloudLab/policy-engine v0.0.0-20240611102930-ac965e8d176a h1:Bk1fB4cQASPKgAVGCdlBOEp5ohZfDxqK6fZM8eP+Emo=
@@ -56,6 +54,8 @@ git.frostfs.info/TrueCloudLab/tzhash v1.8.0 h1:UFMnUIk0Zh17m8rjGHJMqku2hCgaXDqjq
 git.frostfs.info/TrueCloudLab/tzhash v1.8.0/go.mod h1:dhY+oy274hV8wGvGL4MwwMpdL3GYvaX1a8GQZQHvlF8=
 git.frostfs.info/TrueCloudLab/zapjournald v0.0.0-20240124114243-cb2e66427d02 h1:HeY8n27VyPRQe49l/fzyVMkWEB2fsLJYKp64pwA7tz4=
 git.frostfs.info/TrueCloudLab/zapjournald v0.0.0-20240124114243-cb2e66427d02/go.mod h1:rQFJJdEOV7KbbMtQYR2lNfiZk+ONRDJSbMCTWxKt8Fw=
+git.frostfs.info/mbiryukova/frostfs-sdk-go v0.0.0-20240801082104-f97bf40bd2bc h1:GOZoo2hJQLEQOq1eMhhN4xnL/Aqy7C9kByZMQVLTcpM=
+git.frostfs.info/mbiryukova/frostfs-sdk-go v0.0.0-20240801082104-f97bf40bd2bc/go.mod h1:DlJmgV4/qkFkx2ab+YWznlMijiF2yZHnrJswJOB7XGs=
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
 github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo=
 github.com/OneOfOne/xxhash v1.2.2/go.mod h1:HSdplMjZKSmBqAxg5vPj2TmRDmfkzw+cTzAElWljhcU=
diff --git a/metrics/app.go b/metrics/app.go
index 930331b..1a2ef07 100644
--- a/metrics/app.go
+++ b/metrics/app.go
@@ -20,6 +20,7 @@ type AppMetrics struct {
 type AppMetricsConfig struct {
 	Logger         *zap.Logger
 	PoolStatistics StatisticScraper
+	TreeStatistic  TreePoolStatistic
 	Registerer     prometheus.Registerer
 	Enabled        bool
 }
@@ -36,7 +37,7 @@ func NewAppMetrics(cfg AppMetricsConfig) *AppMetrics {
 
 	return &AppMetrics{
 		logger:  cfg.Logger,
-		gate:    NewGateMetrics(cfg.PoolStatistics, registry),
+		gate:    NewGateMetrics(cfg.PoolStatistics, cfg.TreeStatistic, registry),
 		enabled: cfg.Enabled,
 	}
 }
diff --git a/metrics/desc.go b/metrics/desc.go
index ae9fc0f..6affeef 100644
--- a/metrics/desc.go
+++ b/metrics/desc.go
@@ -144,6 +144,16 @@ var appMetricsDesc = map[string]map[string]Description{
 			VariableLabels: []string{"endpoint"},
 		},
 	},
+	treePoolSubsystem: {
+		avgRequestDurationMetric: Description{
+			Type:           dto.MetricType_GAUGE,
+			Namespace:      namespace,
+			Subsystem:      treePoolSubsystem,
+			Name:           avgRequestDurationMetric,
+			Help:           "Average request duration (in milliseconds) for specific method in tree pool",
+			VariableLabels: []string{"method"},
+		},
+	},
 }
 
 type Description struct {
diff --git a/metrics/gate.go b/metrics/gate.go
index 5a92836..02d608b 100644
--- a/metrics/gate.go
+++ b/metrics/gate.go
@@ -4,6 +4,7 @@ import (
 	"net/http"
 
 	"git.frostfs.info/TrueCloudLab/frostfs-sdk-go/pool"
+	"git.frostfs.info/TrueCloudLab/frostfs-sdk-go/pool/tree"
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/client_golang/prometheus/promhttp"
 	dto "github.com/prometheus/client_model/go"
@@ -15,6 +16,10 @@ type StatisticScraper interface {
 	Statistic() pool.Statistic
 }
 
+type TreePoolStatistic interface {
+	Statistic() tree.Statistic
+}
+
 type GateMetrics struct {
 	registry   prometheus.Registerer
 	State      *StateMetrics
@@ -22,9 +27,10 @@ type GateMetrics struct {
 	Billing    *billingMetrics
 	Stats      *APIStatMetrics
 	HTTPServer *httpServerMetrics
+	TreePool   *treePoolMetricsCollector
 }
 
-func NewGateMetrics(scraper StatisticScraper, registry prometheus.Registerer) *GateMetrics {
+func NewGateMetrics(scraper StatisticScraper, treeScraper TreePoolStatistic, registry prometheus.Registerer) *GateMetrics {
 	stateMetric := newStateMetrics()
 	registry.MustRegister(stateMetric)
 
@@ -40,6 +46,9 @@ func NewGateMetrics(scraper StatisticScraper, registry prometheus.Registerer) *G
 	serverMetric := newHTTPServerMetrics()
 	registry.MustRegister(serverMetric)
 
+	treePoolMetric := newTreePoolMetricsCollector(treeScraper)
+	registry.MustRegister(treePoolMetric)
+
 	return &GateMetrics{
 		registry:   registry,
 		State:      stateMetric,
@@ -47,6 +56,7 @@ func NewGateMetrics(scraper StatisticScraper, registry prometheus.Registerer) *G
 		Billing:    billingMetric,
 		Stats:      statsMetric,
 		HTTPServer: serverMetric,
+		TreePool:   treePoolMetric,
 	}
 }
 
diff --git a/metrics/treepool.go b/metrics/treepool.go
new file mode 100644
index 0000000..a1930f1
--- /dev/null
+++ b/metrics/treepool.go
@@ -0,0 +1,50 @@
+package metrics
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+)
+
+const (
+	treePoolSubsystem = "tree_pool"
+
+	methodGetNodes      = "get_nodes"
+	methodGetSubTree    = "get_sub_tree"
+	methodAddNode       = "add_node"
+	methodAddNodeByPath = "add_node_by_path"
+	methodMoveNode      = "move_node"
+	methodRemoveNode    = "remove_node"
+)
+
+type treePoolMetricsCollector struct {
+	statScraper     TreePoolStatistic
+	requestDuration *prometheus.GaugeVec
+}
+
+func newTreePoolMetricsCollector(stat TreePoolStatistic) *treePoolMetricsCollector {
+	return &treePoolMetricsCollector{
+		statScraper:     stat,
+		requestDuration: mustNewGaugeVec(appMetricsDesc[treePoolSubsystem][avgRequestDurationMetric]),
+	}
+}
+
+func (m *treePoolMetricsCollector) Collect(ch chan<- prometheus.Metric) {
+	m.updateStatistic()
+	m.requestDuration.Collect(ch)
+}
+
+func (m *treePoolMetricsCollector) Describe(descs chan<- *prometheus.Desc) {
+	m.requestDuration.Describe(descs)
+}
+
+func (m *treePoolMetricsCollector) updateStatistic() {
+	stat := m.statScraper.Statistic()
+
+	m.requestDuration.Reset()
+
+	m.requestDuration.WithLabelValues(methodGetNodes).Set(float64(stat.AverageGetNodes().Milliseconds()))
+	m.requestDuration.WithLabelValues(methodGetSubTree).Set(float64(stat.AverageGetSubTree().Milliseconds()))
+	m.requestDuration.WithLabelValues(methodAddNode).Set(float64(stat.AverageAddNode().Milliseconds()))
+	m.requestDuration.WithLabelValues(methodAddNodeByPath).Set(float64(stat.AverageAddNodeByPath().Milliseconds()))
+	m.requestDuration.WithLabelValues(methodMoveNode).Set(float64(stat.AverageMoveNode().Milliseconds()))
+	m.requestDuration.WithLabelValues(methodRemoveNode).Set(float64(stat.AverageRemoveNode().Milliseconds()))
+}