diff --git a/sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDB.scala b/sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDB.scala
index 774ed23ed55be..c4dfe39f6744c 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDB.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDB.scala
@@ -1461,7 +1461,6 @@ class RocksDB(
   private def metrics: RocksDBMetrics = {
     import HistogramType._
     val totalSSTFilesBytes = getDBProperty("rocksdb.total-sst-files-size")
-    val pinnedBlocksMemUsage = getDBProperty("rocksdb.block-cache-pinned-usage")
     val nativeOpsHistograms = Seq(
       "get" -> DB_GET,
       "put" -> DB_WRITE,
@@ -1497,6 +1496,10 @@ class RocksDB(
     // Use RocksDBMemoryManager to calculate the memory usage accounting
     val memoryUsage = RocksDBMemoryManager.getInstanceMemoryUsage(instanceUniqueId, getMemoryUsage)
 
+    val totalPinnedBlocksMemUsage = lruCache.getPinnedUsage()
+    val pinnedBlocksMemUsage = RocksDBMemoryManager.getInstancePinnedBlocksMemUsage(
+      instanceUniqueId, totalPinnedBlocksMemUsage)
+
     RocksDBMetrics(
       numKeysOnLoadedVersion,
       numKeysOnWritingVersion,
diff --git a/sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDBMemoryManager.scala b/sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDBMemoryManager.scala
index 82ee1803b3172..c96e51bcba9cf 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDBMemoryManager.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDBMemoryManager.scala
@@ -121,6 +121,29 @@ object RocksDBMemoryManager extends Logging with UnmanagedMemoryConsumer {
     }
   }
 
+  /**
+   * Get the pinned blocks memory usage for a specific instance, accounting for bounded memory
+   * sharing.
+   * @param uniqueId The instance's unique identifier
+   * @param totalPinnedUsage The total pinned usage from the cache
+   * @return The adjusted pinned blocks memory usage accounting for sharing in bounded memory mode
+   */
+  def getInstancePinnedBlocksMemUsage(
+      uniqueId: String,
+      totalPinnedUsage: Long): Long = {
+    val instanceInfo = instanceMemoryMap.
+      getOrDefault(uniqueId, InstanceMemoryInfo(0L, isBoundedMemory = false))
+    if (instanceInfo.isBoundedMemory) {
+      // In bounded memory mode, divide by the number of bounded instances
+      // since they share the same cache
+      val numBoundedInstances = getNumRocksDBInstances(true /* boundedMemory */)
+      totalPinnedUsage / numBoundedInstances
+    } else {
+      // In unbounded memory mode, each instance has its own cache
+      totalPinnedUsage
+    }
+  }
+
   def getOrCreateRocksDBMemoryManagerAndCache(conf: RocksDBConf): (WriteBufferManager, Cache)
     = synchronized {
     // Register with UnifiedMemoryManager (idempotent operation)
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/execution/streaming/state/RocksDBSuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/execution/streaming/state/RocksDBSuite.scala
index 801e74d288b4a..94e3bb208bf46 100644
--- a/sql/core/src/test/scala/org/apache/spark/sql/execution/streaming/state/RocksDBSuite.scala
+++ b/sql/core/src/test/scala/org/apache/spark/sql/execution/streaming/state/RocksDBSuite.scala
@@ -2788,6 +2788,52 @@ class RocksDBSuite extends AlsoTestWithRocksDBFeatures with SharedSparkSession
     }
   }
 
+  test("SPARK-53792: RocksDBMemoryManager getInstancePinnedBlocksMemUsage") {
+    try {
+      // Clear any existing providers from previous tests
+      RocksDBMemoryManager.resetWriteBufferManagerAndCache
+
+      val boundedMemoryId1 = "test-instance-1"
+      val boundedMemoryId2 = "test-instance-2"
+      val unboundedMemoryId = "test-instance"
+      val cacheUsage = 1000L
+      val cacheUsage1 = 300L  // This should be ignored for bounded memory
+
+      // Register two bounded memory instances
+      RocksDBMemoryManager.updateMemoryUsage(boundedMemoryId1, 0L, isBoundedMemory = true)
+      RocksDBMemoryManager.updateMemoryUsage(boundedMemoryId2, 0L, isBoundedMemory = true)
+      RocksDBMemoryManager.updateMemoryUsage(unboundedMemoryId, 0L, isBoundedMemory = false)
+
+      // Test that both instances get the same divided value from globalPinnedUsage
+      val result1 = RocksDBMemoryManager.getInstancePinnedBlocksMemUsage(
+        boundedMemoryId1,
+        cacheUsage)
+      val result2 = RocksDBMemoryManager.getInstancePinnedBlocksMemUsage(
+        boundedMemoryId2,
+        cacheUsage)
+      val result3 = RocksDBMemoryManager.getInstancePinnedBlocksMemUsage(
+        unboundedMemoryId,
+        cacheUsage1)
+
+      // With 2 bounded instances, each should get half of globalPinnedUsage
+      assert(result1 === 500L, s"Expected 500L for bounded instance 1, got $result1")
+      assert(result2 === 500L, s"Expected 500L for bounded instance 2, got $result2")
+      assert(result3 === 300L, s"Expected 300L for unbounded instance, got $result3")
+
+      // Test with zero instances (unregistered instance)
+      RocksDBMemoryManager.resetWriteBufferManagerAndCache
+      val nonexistInstanceRes = RocksDBMemoryManager.getInstancePinnedBlocksMemUsage(
+        boundedMemoryId1,
+        cacheUsage)
+      assert(
+        nonexistInstanceRes === cacheUsage,
+        s"Expected $cacheUsage when no instances, got $nonexistInstanceRes"
+      )
+    } finally {
+      RocksDBMemoryManager.resetWriteBufferManagerAndCache
+    }
+  }
+
   testWithColumnFamilies("SPARK-37224: flipping option 'trackTotalNumberOfRows' during restart",
     TestWithBothChangelogCheckpointingEnabledAndDisabled) { colFamiliesEnabled =>
     withTempDir { dir =>