diff --git a/proto/hummock.proto b/proto/hummock.proto
index c9e6b96c91aaa..ab212787d7287 100644
--- a/proto/hummock.proto
+++ b/proto/hummock.proto
@@ -577,7 +577,10 @@ message ReportFullScanTaskRequest {
   uint64 total_object_count = 2;
   // Total size of objects before filtered by conditions specified by FullScanTask.
   uint64 total_object_size = 3;
+  // Start key of the next page.
   optional string next_start_after = 4;
+  // Start key of this page.
+  optional string start_after = 5;
 }
 
 message ReportFullScanTaskResponse {
diff --git a/src/meta/service/src/hummock_service.rs b/src/meta/service/src/hummock_service.rs
index 1c2dd26e2bff6..3e7c5ed34e611 100644
--- a/src/meta/service/src/hummock_service.rs
+++ b/src/meta/service/src/hummock_service.rs
@@ -251,14 +251,12 @@ impl HummockManagerService for HummockServiceImpl {
     ) -> Result<Response<ReportFullScanTaskResponse>, Status> {
         let req = request.into_inner();
         let hummock_manager = self.hummock_manager.clone();
-        hummock_manager
-            .metrics
-            .total_object_count
-            .set(req.total_object_count as _);
-        hummock_manager
-            .metrics
-            .total_object_size
-            .set(req.total_object_size as _);
+        hummock_manager.update_paged_metrics(
+            req.start_after,
+            req.next_start_after.clone(),
+            req.total_object_count,
+            req.total_object_size,
+        );
         // The following operation takes some time, so we do it in dedicated task and responds the
         // RPC immediately.
         tokio::spawn(async move {
diff --git a/src/meta/src/hummock/manager/gc.rs b/src/meta/src/hummock/manager/gc.rs
index 31d6f085dfc78..bfa3bd0dbddcb 100644
--- a/src/meta/src/hummock/manager/gc.rs
+++ b/src/meta/src/hummock/manager/gc.rs
@@ -301,6 +301,32 @@ impl HummockManager {
             .map(|m| m.seq.try_into().unwrap());
         Ok(now)
     }
+
+    pub fn update_paged_metrics(
+        &self,
+        start_after: Option<String>,
+        next_start_after: Option<String>,
+        total_object_count_in_page: u64,
+        total_object_size_in_page: u64,
+    ) {
+        let mut paged_metrics = self.paged_metrics.lock();
+        paged_metrics.total_object_size.update(
+            start_after.clone(),
+            next_start_after.clone(),
+            total_object_size_in_page,
+        );
+        paged_metrics.total_object_count.update(
+            start_after,
+            next_start_after,
+            total_object_count_in_page,
+        );
+        if let Some(total_object_size) = paged_metrics.total_object_size.take() {
+            self.metrics.total_object_size.set(total_object_size as _);
+        }
+        if let Some(total_object_count) = paged_metrics.total_object_count.take() {
+            self.metrics.total_object_count.set(total_object_count as _);
+        }
+    }
 }
 
 pub struct FullGcState {
@@ -325,6 +351,84 @@ impl FullGcState {
     }
 }
 
+pub struct PagedMetrics {
+    total_object_count: PagedMetric,
+    total_object_size: PagedMetric,
+}
+
+impl PagedMetrics {
+    pub fn new() -> Self {
+        Self {
+            total_object_count: PagedMetric::new(),
+            total_object_size: PagedMetric::new(),
+        }
+    }
+}
+
+/// The metrics should be accumulated on a per-page basis and then finalized at the end.
+pub struct PagedMetric {
+    /// identifier of a page
+    expect_start_key: Option<String>,
+    /// accumulated metric value of pages seen so far
+    running_value: u64,
+    /// final metric value
+    sealed_value: Option<u64>,
+}
+
+impl PagedMetric {
+    fn new() -> Self {
+        Self {
+            expect_start_key: None,
+            running_value: 0,
+            sealed_value: None,
+        }
+    }
+
+    fn update(
+        &mut self,
+        current_start_key: Option<String>,
+        next_start_key: Option<String>,
+        value: u64,
+    ) {
+        // Encounter an update without pagination, replace current state.
+        if current_start_key.is_none() && next_start_key.is_none() {
+            self.running_value = value;
+            self.seal();
+            return;
+        }
+        // Encounter an update from unexpected page, reset current state.
+        if current_start_key != self.expect_start_key {
+            self.reset();
+            return;
+        }
+        self.running_value += value;
+        // There are more pages to add.
+        if next_start_key.is_some() {
+            self.expect_start_key = next_start_key;
+            return;
+        }
+        // This is the last page, seal the metric value.
+        self.seal();
+    }
+
+    fn seal(&mut self) {
+        self.sealed_value = Some(self.running_value);
+        self.reset();
+    }
+
+    fn reset(&mut self) {
+        self.running_value = 0;
+        self.expect_start_key = None;
+    }
+
+    fn take(&mut self) -> Option<u64> {
+        if self.sealed_value.is_some() {
+            self.reset();
+        }
+        self.sealed_value.take()
+    }
+}
+
 #[cfg(test)]
 mod tests {
     use std::sync::Arc;
@@ -334,7 +438,7 @@ mod tests {
     use risingwave_hummock_sdk::compaction_group::StaticCompactionGroupId;
     use risingwave_rpc_client::HummockMetaClient;
 
-    use super::ResponseEvent;
+    use super::{PagedMetric, ResponseEvent};
     use crate::hummock::test_utils::{add_test_tables, setup_compute_env};
     use crate::hummock::MockHummockMetaClient;
 
@@ -428,4 +532,35 @@ mod tests {
                 .unwrap()
         );
     }
+
+    #[test]
+    fn test_paged_metric() {
+        let mut metric = PagedMetric::new();
+        fn assert_empty_state(metric: &mut PagedMetric) {
+            assert_eq!(metric.running_value, 0);
+            assert!(metric.expect_start_key.is_none());
+        }
+        assert!(metric.sealed_value.is_none());
+        assert_empty_state(&mut metric);
+
+        metric.update(None, None, 100);
+        assert_eq!(metric.take().unwrap(), 100);
+        assert!(metric.take().is_none());
+        assert_empty_state(&mut metric);
+
+        // "start" is not a legal identifier for the first page
+        metric.update(Some("start".into()), Some("end".into()), 100);
+        assert!(metric.take().is_none());
+        assert_empty_state(&mut metric);
+
+        metric.update(None, Some("middle".into()), 100);
+        assert!(metric.take().is_none());
+        assert_eq!(metric.running_value, 100);
+        assert_eq!(metric.expect_start_key, Some("middle".into()));
+
+        metric.update(Some("middle".into()), None, 50);
+        assert_eq!(metric.take().unwrap(), 150);
+        assert!(metric.take().is_none());
+        assert_empty_state(&mut metric);
+    }
 }
diff --git a/src/meta/src/hummock/manager/mod.rs b/src/meta/src/hummock/manager/mod.rs
index 4f02317a91c85..504de130df075 100644
--- a/src/meta/src/hummock/manager/mod.rs
+++ b/src/meta/src/hummock/manager/mod.rs
@@ -43,7 +43,7 @@ use crate::hummock::compaction::CompactStatus;
 use crate::hummock::error::Result;
 use crate::hummock::manager::checkpoint::HummockVersionCheckpoint;
 use crate::hummock::manager::context::ContextInfo;
-use crate::hummock::manager::gc::{DeleteObjectTracker, FullGcState};
+use crate::hummock::manager::gc::{DeleteObjectTracker, FullGcState, PagedMetrics};
 use crate::hummock::CompactorManagerRef;
 use crate::manager::{MetaSrvEnv, MetaStoreImpl, MetadataManager};
 use crate::model::{ClusterId, MetadataModel, MetadataModelError};
@@ -110,6 +110,9 @@ pub struct HummockManager {
     // and suggest types with a certain priority.
     pub compaction_state: CompactionState,
     full_gc_state: FullGcState,
+    /// Gather metrics that require accumulation across multiple operations.
+    /// For example, to get the total number of objects in object store, multiple LISTs are required because a single LIST can visit at most `full_gc_object_limit` objects.
+    paged_metrics: parking_lot::Mutex<PagedMetrics>,
     now: Mutex<u64>,
     inflight_time_travel_query: Semaphore,
 }
@@ -283,6 +286,7 @@ impl HummockManager {
             compactor_streams_change_tx,
             compaction_state: CompactionState::new(),
             full_gc_state: FullGcState::new(Some(full_gc_object_limit)),
+            paged_metrics: parking_lot::Mutex::new(PagedMetrics::new()),
             now: Mutex::new(0),
             inflight_time_travel_query: Semaphore::new(inflight_time_travel_query as usize),
         };
diff --git a/src/meta/src/hummock/mock_hummock_meta_client.rs b/src/meta/src/hummock/mock_hummock_meta_client.rs
index dffbcc9bb3310..71cee6d08c8ab 100644
--- a/src/meta/src/hummock/mock_hummock_meta_client.rs
+++ b/src/meta/src/hummock/mock_hummock_meta_client.rs
@@ -248,6 +248,7 @@ impl HummockMetaClient for MockHummockMetaClient {
         _filtered_object_ids: Vec<HummockSstableObjectId>,
         _total_object_count: u64,
         _total_object_size: u64,
+        _start_after: Option<String>,
         _next_start_after: Option<String>,
     ) -> Result<()> {
         unimplemented!()
diff --git a/src/rpc_client/src/hummock_meta_client.rs b/src/rpc_client/src/hummock_meta_client.rs
index ff3aacb684644..b39ff31961aa9 100644
--- a/src/rpc_client/src/hummock_meta_client.rs
+++ b/src/rpc_client/src/hummock_meta_client.rs
@@ -52,6 +52,7 @@ pub trait HummockMetaClient: Send + Sync + 'static {
         filtered_object_ids: Vec<HummockSstableObjectId>,
         total_object_count: u64,
         total_object_size: u64,
+        start_after: Option<String>,
         next_start_after: Option<String>,
     ) -> Result<()>;
     async fn trigger_full_gc(
diff --git a/src/rpc_client/src/meta_client.rs b/src/rpc_client/src/meta_client.rs
index 07632a0e3f775..e8b46ded0ed19 100644
--- a/src/rpc_client/src/meta_client.rs
+++ b/src/rpc_client/src/meta_client.rs
@@ -1517,6 +1517,7 @@ impl HummockMetaClient for MetaClient {
         filtered_object_ids: Vec<HummockSstableObjectId>,
         total_object_count: u64,
         total_object_size: u64,
+        start_after: Option<String>,
         next_start_after: Option<String>,
     ) -> Result<()> {
         let req = ReportFullScanTaskRequest {
@@ -1524,6 +1525,7 @@ impl HummockMetaClient for MetaClient {
             total_object_count,
             total_object_size,
             next_start_after,
+            start_after,
         };
         self.inner.report_full_scan_task(req).await?;
         Ok(())
diff --git a/src/storage/src/hummock/compactor/mod.rs b/src/storage/src/hummock/compactor/mod.rs
index 0a25f1ffa7193..3a4c487b217a8 100644
--- a/src/storage/src/hummock/compactor/mod.rs
+++ b/src/storage/src/hummock/compactor/mod.rs
@@ -571,6 +571,7 @@ pub fn start_compactor(
                             }
                             ResponseEvent::FullScanTask(full_scan_task) => {
                                 executor.spawn(async move {
+                                    let start_after = full_scan_task.start_after.clone();
                                     match Vacuum::handle_full_scan_task(
                                         full_scan_task,
                                         context.sstable_store.clone(),
@@ -582,6 +583,7 @@ pub fn start_compactor(
                                                 object_ids,
                                                 total_object_count,
                                                 total_object_size,
+                                                start_after,
                                                 next_start_after,
                                                 meta_client,
                                             )
@@ -786,6 +788,7 @@ pub fn start_shared_compactor(
                                     }
                                 }
                                 dispatch_compaction_task_request::Task::FullScanTask(full_scan_task) => {
+                                    let start_after = full_scan_task.start_after.clone();
                                     match Vacuum::handle_full_scan_task(full_scan_task, context.sstable_store.clone())
                                         .await
                                     {
@@ -795,6 +798,7 @@ pub fn start_shared_compactor(
                                                 total_object_count,
                                                 total_object_size,
                                                 next_start_after,
+                                                start_after,
                                             };
                                             match cloned_grpc_proxy_client
                                                 .report_full_scan_task(report_full_scan_task_request)
diff --git a/src/storage/src/hummock/hummock_meta_client.rs b/src/storage/src/hummock/hummock_meta_client.rs
index 074a6b63ee0c4..c23a037c589e0 100644
--- a/src/storage/src/hummock/hummock_meta_client.rs
+++ b/src/storage/src/hummock/hummock_meta_client.rs
@@ -92,6 +92,7 @@ impl HummockMetaClient for MonitoredHummockMetaClient {
         filtered_object_ids: Vec<HummockSstableObjectId>,
         total_object_count: u64,
         total_object_size: u64,
+        start_after: Option<String>,
         next_start_after: Option<String>,
     ) -> Result<()> {
         self.meta_client
@@ -99,6 +100,7 @@ impl HummockMetaClient for MonitoredHummockMetaClient {
                 filtered_object_ids,
                 total_object_count,
                 total_object_size,
+                start_after,
                 next_start_after,
             )
             .await
diff --git a/src/storage/src/hummock/vacuum.rs b/src/storage/src/hummock/vacuum.rs
index 09c8f512adbeb..31f3c75ec2bf4 100644
--- a/src/storage/src/hummock/vacuum.rs
+++ b/src/storage/src/hummock/vacuum.rs
@@ -121,6 +121,7 @@ impl Vacuum {
         filtered_object_ids: Vec<u64>,
         unfiltered_count: u64,
         unfiltered_size: u64,
+        start_after: Option<String>,
         next_start_after: Option<String>,
         hummock_meta_client: Arc<dyn HummockMetaClient>,
     ) -> bool {
@@ -128,6 +129,7 @@ impl Vacuum {
             filtered_object_ids_len = filtered_object_ids.len(),
             unfiltered_count,
             unfiltered_size,
+            start_after,
             next_start_after,
             "try to report full scan task"
         );
@@ -136,6 +138,7 @@ impl Vacuum {
                 filtered_object_ids,
                 unfiltered_count,
                 unfiltered_size,
+                start_after,
                 next_start_after,
             )
             .await