diff --git a/cluster/cluster/adaptivesvc/cluster_invoker.go b/cluster/cluster/adaptivesvc/cluster_invoker.go
index ef960e0291..4ea8e0e163 100644
--- a/cluster/cluster/adaptivesvc/cluster_invoker.go
+++ b/cluster/cluster/adaptivesvc/cluster_invoker.go
@@ -40,7 +40,7 @@ import (
 )
 
 type adaptiveServiceClusterInvoker struct {
-	base.BaseClusterInvoker
+	*base.BaseClusterInvoker
 }
 
 func newAdaptiveServiceClusterInvoker(directory directory.Directory) protocolbase.Invoker {
diff --git a/cluster/cluster/available/cluster_invoker.go b/cluster/cluster/available/cluster_invoker.go
index d645977ec3..d8840a8e45 100644
--- a/cluster/cluster/available/cluster_invoker.go
+++ b/cluster/cluster/available/cluster_invoker.go
@@ -34,7 +34,7 @@ import (
 )
 
 type availableClusterInvoker struct {
-	base.BaseClusterInvoker
+	*base.BaseClusterInvoker
 }
 
 // NewClusterInvoker returns a availableCluster invoker instance
diff --git a/cluster/cluster/base/cluster_invoker.go b/cluster/cluster/base/cluster_invoker.go
index 80f0ca89e4..1492100af0 100644
--- a/cluster/cluster/base/cluster_invoker.go
+++ b/cluster/cluster/base/cluster_invoker.go
@@ -18,12 +18,16 @@
 // Package base implements invoker for the manipulation of cluster strategy.
 package base
 
+import (
+	"sync/atomic"
+)
+
 import (
 	"github.com/dubbogo/gost/log/logger"
 
 	perrors "github.com/pkg/errors"
 
-	"go.uber.org/atomic"
+	uberatomic "go.uber.org/atomic"
 )
 
 import (
@@ -38,15 +42,15 @@ import (
 type BaseClusterInvoker struct {
 	Directory      directory.Directory
 	AvailableCheck bool
-	Destroyed      *atomic.Bool
-	StickyInvoker  base.Invoker
+	Destroyed      *uberatomic.Bool
+	StickyInvoker  atomic.Pointer[base.Invoker]
 }
 
-func NewBaseClusterInvoker(directory directory.Directory) BaseClusterInvoker {
-	return BaseClusterInvoker{
+func NewBaseClusterInvoker(directory directory.Directory) *BaseClusterInvoker {
+	return &BaseClusterInvoker{
 		Directory:      directory,
 		AvailableCheck: true,
-		Destroyed:      atomic.NewBool(false),
+		Destroyed:      uberatomic.NewBool(false),
 	}
 }
 
@@ -62,8 +66,8 @@ func (invoker *BaseClusterInvoker) Destroy() {
 }
 
 func (invoker *BaseClusterInvoker) IsAvailable() bool {
-	if invoker.StickyInvoker != nil {
-		return invoker.StickyInvoker.IsAvailable()
+	if sticky := invoker.StickyInvoker.Load(); sticky != nil {
+		return (*sticky).IsAvailable()
 	}
 	return invoker.Directory.IsAvailable()
 }
@@ -100,19 +104,21 @@ func (invoker *BaseClusterInvoker) DoSelect(lb loadbalance.LoadBalance, invocati
 	// Get the service method sticky config if have
 	sticky = url.GetMethodParamBool(invocation.MethodName(), constant.StickyKey, sticky)
 
-	if invoker.StickyInvoker != nil && !isInvoked(invoker.StickyInvoker, invokers) {
-		invoker.StickyInvoker = nil
+	stickyInvoker := invoker.StickyInvoker.Load()
+	if stickyInvoker != nil && !isInvoked(*stickyInvoker, invokers) {
+		invoker.StickyInvoker.Store(nil)
+		stickyInvoker = nil
 	}
 
 	if sticky && invoker.AvailableCheck &&
-		invoker.StickyInvoker != nil && invoker.StickyInvoker.IsAvailable() &&
-		(invoked == nil || !isInvoked(invoker.StickyInvoker, invoked)) {
-		return invoker.StickyInvoker
+		stickyInvoker != nil && (*stickyInvoker).IsAvailable() &&
+		(invoked == nil || !isInvoked(*stickyInvoker, invoked)) {
+		return *stickyInvoker
 	}
 
 	selectedInvoker = invoker.doSelectInvoker(lb, invocation, invokers, invoked)
 	if sticky {
-		invoker.StickyInvoker = selectedInvoker
+		invoker.StickyInvoker.Store(&selectedInvoker)
 	}
 	return selectedInvoker
 }
diff --git a/cluster/cluster/base/cluster_invoker_test.go b/cluster/cluster/base/cluster_invoker_test.go
index 454ae7df7a..a4399a3480 100644
--- a/cluster/cluster/base/cluster_invoker_test.go
+++ b/cluster/cluster/base/cluster_invoker_test.go
@@ -19,6 +19,7 @@ package base
 
 import (
 	"fmt"
+	"sync"
 	"testing"
 )
 
@@ -73,3 +74,89 @@ func TestStickyNormalWhenError(t *testing.T) {
 	result1 := base.DoSelect(random.NewRandomLoadBalance(), invocation.NewRPCInvocation(baseClusterInvokerMethodName, nil, nil), invokers, invoked)
 	assert.NotEqual(t, result, result1)
 }
+
+// TestStickyConcurrentDoSelect verifies that concurrent calls to DoSelect
+// with sticky enabled do not cause a data race on StickyInvoker.
+func TestStickyConcurrentDoSelect(t *testing.T) {
+	var invokers []protocolbase.Invoker
+	for i := 0; i < 10; i++ {
+		url, _ := common.NewURL(fmt.Sprintf(baseClusterInvokerFormat, i))
+		url.SetParam("sticky", "true")
+		invokers = append(invokers, clusterpkg.NewMockInvoker(url, 1))
+	}
+	base := &BaseClusterInvoker{}
+	base.AvailableCheck = true
+
+	lb := random.NewRandomLoadBalance()
+	invocation1 := invocation.NewRPCInvocation(baseClusterInvokerMethodName, nil, nil)
+
+	const concurrency = 100
+	var wg sync.WaitGroup
+	wg.Add(concurrency)
+	for i := 0; i < concurrency; i++ {
+		go func() {
+			defer wg.Done()
+			invoked := make([]protocolbase.Invoker, 0)
+			result := base.DoSelect(lb, invocation1, invokers, invoked)
+			assert.NotNil(t, result)
+		}()
+	}
+	wg.Wait()
+}
+
+// TestStickyConcurrentIsAvailableAndDoSelect verifies that concurrent
+// IsAvailable and DoSelect calls do not cause a data race on StickyInvoker.
+func TestStickyConcurrentIsAvailableAndDoSelect(t *testing.T) {
+	var invokers []protocolbase.Invoker
+	for i := 0; i < 10; i++ {
+		url, _ := common.NewURL(fmt.Sprintf(baseClusterInvokerFormat, i))
+		url.SetParam("sticky", "true")
+		invokers = append(invokers, clusterpkg.NewMockInvoker(url, 1))
+	}
+
+	// Use NewBaseClusterInvoker so that Directory is initialized,
+	// allowing IsAvailable() to work without panicking.
+	dir := newMockDirectory(invokers)
+	base := NewBaseClusterInvoker(dir)
+	base.AvailableCheck = true
+
+	lb := random.NewRandomLoadBalance()
+	invocation1 := invocation.NewRPCInvocation(baseClusterInvokerMethodName, nil, nil)
+
+	// First DoSelect to set the sticky invoker so IsAvailable uses the sticky path
+	invoked := make([]protocolbase.Invoker, 0)
+	base.DoSelect(lb, invocation1, invokers, invoked)
+
+	const concurrency = 100
+	var wg sync.WaitGroup
+	wg.Add(concurrency * 2)
+	for i := 0; i < concurrency; i++ {
+		go func() {
+			defer wg.Done()
+			base.IsAvailable()
+		}()
+		go func() {
+			defer wg.Done()
+			base.DoSelect(lb, invocation1, invokers, invoked)
+		}()
+	}
+	wg.Wait()
+}
+
+// mockDirectory is a minimal directory.Directory implementation for testing.
+type mockDirectory struct {
+	invokers []protocolbase.Invoker
+	url      *common.URL
+}
+
+func newMockDirectory(invokers []protocolbase.Invoker) *mockDirectory {
+	url, _ := common.NewURL(baseClusterInvokerFormat)
+	url.SetParam("sticky", "true")
+	return &mockDirectory{invokers: invokers, url: url}
+}
+
+func (d *mockDirectory) GetURL() *common.URL                                 { return d.url }
+func (d *mockDirectory) IsAvailable() bool                                   { return true }
+func (d *mockDirectory) Destroy()                                            {}
+func (d *mockDirectory) List(protocolbase.Invocation) []protocolbase.Invoker { return d.invokers }
+func (d *mockDirectory) Subscribe(*common.URL) error                         { return nil }
diff --git a/cluster/cluster/broadcast/cluster_invoker.go b/cluster/cluster/broadcast/cluster_invoker.go
index bace1e63e3..d938cad198 100644
--- a/cluster/cluster/broadcast/cluster_invoker.go
+++ b/cluster/cluster/broadcast/cluster_invoker.go
@@ -33,7 +33,7 @@ import (
 )
 
 type broadcastClusterInvoker struct {
-	base.BaseClusterInvoker
+	*base.BaseClusterInvoker
 }
 
 func newBroadcastClusterInvoker(directory directory.Directory) protocolbase.Invoker {
diff --git a/cluster/cluster/failback/cluster_invoker.go b/cluster/cluster/failback/cluster_invoker.go
index 3509aad838..2b89ccc525 100644
--- a/cluster/cluster/failback/cluster_invoker.go
+++ b/cluster/cluster/failback/cluster_invoker.go
@@ -49,7 +49,7 @@ import (
  * <a href="http://en.wikipedia.org/wiki/Failback">Failback</a>
  */
 type failbackClusterInvoker struct {
-	base.BaseClusterInvoker
+	*base.BaseClusterInvoker
 
 	once          sync.Once
 	ticker        *time.Ticker
diff --git a/cluster/cluster/failfast/cluster_invoker.go b/cluster/cluster/failfast/cluster_invoker.go
index 4d04695ecf..89f4b4c083 100644
--- a/cluster/cluster/failfast/cluster_invoker.go
+++ b/cluster/cluster/failfast/cluster_invoker.go
@@ -29,7 +29,7 @@ import (
 )
 
 type failfastClusterInvoker struct {
-	base.BaseClusterInvoker
+	*base.BaseClusterInvoker
 }
 
 func newFailfastClusterInvoker(directory directory.Directory) protocolbase.Invoker {
diff --git a/cluster/cluster/failover/cluster_invoker.go b/cluster/cluster/failover/cluster_invoker.go
index 946c4e8f59..6799176049 100644
--- a/cluster/cluster/failover/cluster_invoker.go
+++ b/cluster/cluster/failover/cluster_invoker.go
@@ -39,7 +39,7 @@ import (
 )
 
 type failoverClusterInvoker struct {
-	base.BaseClusterInvoker
+	*base.BaseClusterInvoker
 }
 
 func newFailoverClusterInvoker(directory directory.Directory) protocolbase.Invoker {
diff --git a/cluster/cluster/failsafe/cluster_invoker.go b/cluster/cluster/failsafe/cluster_invoker.go
index 537690726f..71463afb64 100644
--- a/cluster/cluster/failsafe/cluster_invoker.go
+++ b/cluster/cluster/failsafe/cluster_invoker.go
@@ -42,7 +42,7 @@ import (
  *
  */
 type failsafeClusterInvoker struct {
-	base.BaseClusterInvoker
+	*base.BaseClusterInvoker
 }
 
 func newFailsafeClusterInvoker(directory directory.Directory) protocolbase.Invoker {
diff --git a/cluster/cluster/forking/cluster_invoker.go b/cluster/cluster/forking/cluster_invoker.go
index 326a89f682..4c5f98e9a2 100644
--- a/cluster/cluster/forking/cluster_invoker.go
+++ b/cluster/cluster/forking/cluster_invoker.go
@@ -38,7 +38,7 @@ import (
 )
 
 type forkingClusterInvoker struct {
-	base.BaseClusterInvoker
+	*base.BaseClusterInvoker
 }
 
 func newForkingClusterInvoker(directory directory.Directory) protocolbase.Invoker {
diff --git a/cluster/cluster/zoneaware/cluster_invoker.go b/cluster/cluster/zoneaware/cluster_invoker.go
index 3086c39383..3da8bb57b9 100644
--- a/cluster/cluster/zoneaware/cluster_invoker.go
+++ b/cluster/cluster/zoneaware/cluster_invoker.go
@@ -38,7 +38,7 @@ import (
 // 3. Evenly balance traffic between all registries based on each registry's weight.
 // 4. Pick anyone that's available.
 type zoneawareClusterInvoker struct {
-	base.BaseClusterInvoker
+	*base.BaseClusterInvoker
 }
 
 func newZoneawareClusterInvoker(directory directory.Directory) protocolbase.Invoker {