diff --git a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/subscription/broker/consensus/ConsensusPrefetchingQueue.java b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/subscription/broker/consensus/ConsensusPrefetchingQueue.java
index 1fc359f6246c..0dcddbef7a23 100644
--- a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/subscription/broker/consensus/ConsensusPrefetchingQueue.java
+++ b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/subscription/broker/consensus/ConsensusPrefetchingQueue.java
@@ -3398,6 +3398,36 @@ private long getRequiredRetainedMinVersionId() {
     return Math.min(getCommittedRetainedMinVersionId(), getReplayRetainedMinVersionId());
   }
 
+  private static boolean isProgressAtLeast(
+      final RegionProgress progress, final RegionProgress previousProgress) {
+    if (Objects.isNull(progress) || Objects.isNull(previousProgress)) {
+      return false;
+    }
+    for (final Map.Entry<WriterId, WriterProgress> entry :
+        previousProgress.getWriterPositions().entrySet()) {
+      final WriterProgress writerProgress = progress.getWriterPositions().get(entry.getKey());
+      if (Objects.isNull(writerProgress)
+          || compareWriterProgress(writerProgress, entry.getValue()) < 0) {
+        return false;
+      }
+    }
+    return true;
+  }
+
+  private boolean canReuseCommittedWalRetentionBound(final RegionProgress committedRegionProgress) {
+    if (!isProgressAtLeast(committedRegionProgress, lastCommittedProgressForRetention)
+        || Objects.isNull(lastRetainedWalFileForRetention)
+        || !lastRetainedWalFileForRetention.exists()
+        || WALFileUtils.parseVersionId(lastRetainedWalFileForRetention.getName())
+            != committedRetainedMinVersionId) {
+      return false;
+    }
+
+    final WalFileCommitRequirement requirement =
+        walFileCommitRequirements.get(committedRetainedMinVersionId);
+    return Objects.nonNull(requirement) && !requirement.isCoveredBy(committedRegionProgress);
+  }
+
   private long getCommittedRetainedMinVersionId() {
     refreshCommittedWalRetentionBound();
     return committedRetainedMinVersionId;
@@ -3440,6 +3470,13 @@ private boolean refreshCommittedWalRetentionBound() {
         return false;
       }
 
+      // The previous boundary file remains the first uncommitted file while its cached
+      // requirement is still uncovered by monotonically advancing committed progress.
+      if (canReuseCommittedWalRetentionBound(committedRegionProgress)) {
+        lastCommittedProgressForRetention = committedRegionProgress;
+        return false;
+      }
+
       final CommittedWalRetentionBound newRetentionBound =
           computeCommittedRetainedMinVersionId(committedRegionProgress);
       final long newRetainedMinVersionId = newRetentionBound.retainedMinVersionId;
diff --git a/iotdb-core/datanode/src/test/java/org/apache/iotdb/db/subscription/broker/consensus/ConsensusPrefetchingQueueTest.java b/iotdb-core/datanode/src/test/java/org/apache/iotdb/db/subscription/broker/consensus/ConsensusPrefetchingQueueTest.java
index 4e89d6efca86..6efb3298bf90 100644
--- a/iotdb-core/datanode/src/test/java/org/apache/iotdb/db/subscription/broker/consensus/ConsensusPrefetchingQueueTest.java
+++ b/iotdb-core/datanode/src/test/java/org/apache/iotdb/db/subscription/broker/consensus/ConsensusPrefetchingQueueTest.java
@@ -437,6 +437,126 @@ public void testReplayCursorBoundsWalRetentionWhenCommittedProgressIsAhead() thr
     }
   }
 
+  @Test
+  public void testCommittedWalRetentionReusesUncoveredBoundaryRequirement() throws Exception {
+    final String originalSystemDir = IoTDBDescriptor.getInstance().getConfig().getSystemDir();
+    final File systemDir = temporaryFolder.newFolder("retention-boundary-cache-system");
+    final File walDirectory = temporaryFolder.newFolder("retention-boundary-cache-wal");
+    ConsensusPrefetchingQueue queue = null;
+    try {
+      IoTDBDescriptor.getInstance().getConfig().setSystemDir(systemDir.getAbsolutePath());
+      final File firstWal =
+          new File(
+              walDirectory,
+              WALFileUtils.getLogFileName(0L, 1L, WALFileStatus.CONTAINS_SEARCH_INDEX));
+      final File nextWal =
+          new File(
+              walDirectory,
+              WALFileUtils.getLogFileName(1L, 2L, WALFileStatus.CONTAINS_SEARCH_INDEX));
+      final File liveWal =
+          new File(
+              walDirectory,
+              WALFileUtils.getLogFileName(2L, 3L, WALFileStatus.CONTAINS_SEARCH_INDEX));
+      writeWalMetadata(firstWal, 1L, 2L, 1002L, 7);
+      writeWalMetadata(nextWal, 2L, 4L, 1004L, 7);
+      try (WALWriter ignored = new WALWriter(liveWal, WALFileVersion.V3)) {
+        // Keep a live successor so both data WAL files are eligible for boundary checks.
+      }
+      assertEquals(3, WALFileUtils.listAllWALFiles(walDirectory).length);
+      assertFalse(ProgressWALIterator.isHeaderOnlyWalFile(firstWal));
+
+      final DataRegionId regionId = new DataRegionId(1);
+      final WriterId writerId = new WriterId(regionId.toString(), 7);
+      final AtomicReference<RegionProgress> committedProgress =
+          new AtomicReference<>(
+              new RegionProgress(
+                  Collections.singletonMap(writerId, new WriterProgress(1000L, 0L))));
+      final WALNode walNode = mock(WALNode.class);
+      when(walNode.getLogDirectory()).thenReturn(walDirectory);
+      when(walNode.getSortedWalFilesSnapshot()).thenReturn(new File[] {firstWal, nextWal, liveWal});
+      when(walNode.getCurrentWALFileVersion()).thenReturn(2L);
+      assertEquals(2L, walNode.getCurrentWALFileVersion());
+
+      final IoTConsensusServerImpl serverImpl = mock(IoTConsensusServerImpl.class);
+      when(serverImpl.getConsensusReqReader()).thenReturn(walNode);
+      when(serverImpl.getWriterSafeFrontierTracker()).thenReturn(new WriterSafeFrontierTracker());
+      final AtomicReference<LongSupplier> retentionSupplier = new AtomicReference<>();
+      doAnswer(
+              invocation -> {
+                retentionSupplier.set(invocation.getArgument(2));
+                return null;
+              })
+          .when(serverImpl)
+          .registerSubscriptionQueue(any(), any(), any());
+
+      final ConsensusSubscriptionCommitManager commitManager =
+          mock(ConsensusSubscriptionCommitManager.class);
+      when(commitManager.getCommittedRegionProgress("consumerGroup", "topic", regionId))
+          .thenAnswer(ignored -> committedProgress.get());
+
+      final AtomicInteger progressWalReaderOpenCount = new AtomicInteger();
+      queue =
+          new ConsensusPrefetchingQueue(
+              "consumerGroup",
+              "topic",
+              TopicConstant.ORDER_MODE_LEADER_ONLY_VALUE,
+              regionId,
+              serverImpl,
+              new SubscriptionWalRetentionPolicy(
+                  "topic",
+                  SubscriptionWalRetentionPolicy.UNBOUNDED,
+                  SubscriptionWalRetentionPolicy.UNBOUNDED),
+              mock(ConsensusLogToTabletConverter.class),
+              commitManager,
+              new RegionProgress(Collections.emptyMap()),
+              1L,
+              1L,
+              true) {
+            @Override
+            ProgressWALReader openProgressWALReader(final File walFile) throws IOException {
+              progressWalReaderOpenCount.incrementAndGet();
+              return super.openProgressWALReader(walFile);
+            }
+          };
+
+      assertEquals(0L, retentionSupplier.get().getAsLong());
+      assertEquals(1, progressWalReaderOpenCount.get());
+
+      committedProgress.set(
+          new RegionProgress(Collections.singletonMap(writerId, new WriterProgress(1001L, 1L))));
+      final Method refreshRetentionBound =
+          ConsensusPrefetchingQueue.class.getDeclaredMethod("refreshCommittedWalRetentionBound");
+      refreshRetentionBound.setAccessible(true);
+      assertFalse((Boolean) refreshRetentionBound.invoke(queue));
+      assertEquals(1, progressWalReaderOpenCount.get());
+      assertEquals(0L, retentionSupplier.get().getAsLong());
+
+      committedProgress.set(
+          new RegionProgress(Collections.singletonMap(writerId, new WriterProgress(1002L, 2L))));
+      assertTrue((Boolean) refreshRetentionBound.invoke(queue));
+      assertEquals(2, progressWalReaderOpenCount.get());
+
+      final Field committedBound =
+          ConsensusPrefetchingQueue.class.getDeclaredField("committedRetainedMinVersionId");
+      committedBound.setAccessible(true);
+      assertEquals(1L, committedBound.getLong(queue));
+      // The committed boundary advanced, but the uninspected replay cursor still protects v0.
+      assertEquals(0L, retentionSupplier.get().getAsLong());
+
+      committedProgress.set(
+          new RegionProgress(Collections.singletonMap(writerId, new WriterProgress(1001L, 1L))));
+      assertTrue((Boolean) refreshRetentionBound.invoke(queue));
+      assertEquals(3, progressWalReaderOpenCount.get());
+      assertEquals(0L, committedBound.getLong(queue));
+      assertEquals(0L, retentionSupplier.get().getAsLong());
+    } finally {
+      if (queue != null) {
+        queue.close();
+      }
+      IoTDBDescriptor.getInstance().getConfig().setSystemDir(originalSystemDir);
+    }
+  }
+
   @Test
   public void testReplayStartPreservesUncoveredFollowerEntries() throws Exception {
     final String originalSystemDir = IoTDBDescriptor.getInstance().getConfig().getSystemDir();
@@ -2639,7 +2759,9 @@ private static void writeWalMetadata(
     final WALMetaData metadata = new WALMetaData();
     metadata.add(1, searchIndex, 1L, physicalTime, writerNodeId, localSeq);
     try (WALWriter writer = new WALWriter(walFile, WALFileVersion.V3)) {
-      writer.write(ByteBuffer.wrap(new byte[] {0}), metadata);
+      final ByteBuffer entry = ByteBuffer.allocate(1);
+      entry.put((byte) 0);
+      writer.write(entry, metadata);
     }
   }