diff --git components/rlz/rlz_tracker.cc components/rlz/rlz_tracker.cc
index b59d3ba6f1aa4..74e488cd4f3c6 100644
--- components/rlz/rlz_tracker.cc
+++ components/rlz/rlz_tracker.cc
@@ -219,7 +219,8 @@ class RLZTracker::WrapperURLLoaderFactory
 
 // static
 RLZTracker* RLZTracker::GetInstance() {
-  return tracker_ ? tracker_ : base::Singleton<RLZTracker>::get();
+  static base::NoDestructor<RLZTracker> instance;
+  return tracker_ ? tracker_ : instance.get();
 }
 
 RLZTracker::RLZTracker()
diff --git components/rlz/rlz_tracker.h components/rlz/rlz_tracker.h
index 5e30a66838620..bd2166db1f53f 100644
--- components/rlz/rlz_tracker.h
+++ components/rlz/rlz_tracker.h
@@ -10,7 +10,7 @@
 #include <string>
 
 #include "base/memory/ref_counted.h"
-#include "base/memory/singleton.h"
+#include "base/no_destructor.h"
 #include "base/sequence_checker.h"
 #include "base/thread_annotations.h"
 #include "base/time/time.h"
@@ -128,7 +128,7 @@ class RLZTracker {
   void PingNowImpl();
 
  private:
-  friend struct base::DefaultSingletonTraits<RLZTracker>;
+  friend class base::NoDestructor<RLZTracker>;
   friend class base::RefCountedThreadSafe<RLZTracker>;
 
   // Implementation called from SetRlzDelegate() static method.