diff --git a/src/common/base/src/base/mod.rs b/src/common/base/src/base/mod.rs
index ad268f081a8f4..61f88e83d1799 100644
--- a/src/common/base/src/base/mod.rs
+++ b/src/common/base/src/base/mod.rs
@@ -40,6 +40,7 @@ pub use net::get_free_udp_port;
 pub use ordered_float::OrderedFloat;
 pub use profiling::Profiling;
 pub use progress::Progress;
+pub use progress::ProgressHook;
 pub use progress::ProgressValues;
 pub use progress::SpillProgress;
 pub use select::select3;
diff --git a/src/common/base/src/base/progress.rs b/src/common/base/src/base/progress.rs
index 0b444164fe690..d03d903d16637 100644
--- a/src/common/base/src/base/progress.rs
+++ b/src/common/base/src/base/progress.rs
@@ -24,10 +24,17 @@ pub struct ProgressValues {
     pub bytes: usize,
 }
 
+/// [`ProgressHook`] can be used to hook the progress to update the global metrics
+/// whenever the progress is updated.
+pub trait ProgressHook: std::fmt::Debug + Send + Sync {
+    fn incr(&self, progress_values: &ProgressValues);
+}
+
 #[derive(Debug)]
 pub struct Progress {
     rows: AtomicUsize,
     bytes: AtomicUsize,
+    hook: Option<Box<dyn ProgressHook>>,
 }
 
 impl Progress {
@@ -35,6 +42,15 @@ impl Progress {
         Self {
             rows: AtomicUsize::new(0),
             bytes: AtomicUsize::new(0),
+            hook: None,
+        }
+    }
+
+    pub fn with_hook(self, hook: Box<dyn ProgressHook>) -> Self {
+        Self {
+            rows: self.rows,
+            bytes: self.bytes,
+            hook: Some(hook),
         }
     }
 
@@ -42,6 +58,9 @@ impl Progress {
         self.rows.fetch_add(progress_values.rows, Ordering::Relaxed);
         self.bytes
             .fetch_add(progress_values.bytes, Ordering::Relaxed);
+        if let Some(hook) = &self.hook {
+            hook.incr(progress_values);
+        }
     }
 
     pub fn set(&self, progress_values: &ProgressValues) {
diff --git a/src/common/base/src/runtime/metrics/mod.rs b/src/common/base/src/runtime/metrics/mod.rs
index cc1e5e3a36708..8d729224176c2 100644
--- a/src/common/base/src/runtime/metrics/mod.rs
+++ b/src/common/base/src/runtime/metrics/mod.rs
@@ -22,6 +22,9 @@ mod registry;
 mod sample;
 
 pub use counter::Counter;
+pub use family_metrics::FamilyCounter as InnerFamilyCounter;
+pub use family_metrics::FamilyGauge as InnerFamilyGauge;
+pub use family_metrics::FamilyHistogram as InnerFamilyHistogram;
 pub use gauge::Gauge;
 pub use histogram::Histogram;
 pub use histogram::BUCKET_MILLISECONDS;
diff --git a/src/common/metrics/src/metrics/interpreter.rs b/src/common/metrics/src/metrics/interpreter.rs
index e9c1c2e303205..aa809f928e142 100644
--- a/src/common/metrics/src/metrics/interpreter.rs
+++ b/src/common/metrics/src/metrics/interpreter.rs
@@ -38,6 +38,10 @@ const METRIC_QUERY_SCAN_PARTITIONS: &str = "query_scan_partitions";
 const METRIC_QUERY_TOTAL_PARTITIONS: &str = "query_total_partitions";
 const METRIC_QUERY_RESULT_ROWS: &str = "query_result_rows";
 const METRIC_QUERY_RESULT_BYTES: &str = "query_result_bytes";
+const METRIC_QUERY_PROGRESS_SCAN_ROWS: &str = "query_progress_scan_rows";
+const METRIC_QUERY_PROGRESS_SCAN_BYTES: &str = "query_progress_scan_bytes";
+const METRIC_QUERY_PROGRESS_WRITE_ROWS: &str = "query_progress_write_rows";
+const METRIC_QUERY_PROGRESS_WRITE_BYTES: &str = "query_progress_write_bytes";
 
 pub static QUERY_START: LazyLock<FamilyCounter<VecLabels>> =
     LazyLock::new(|| register_counter_family(METRIC_QUERY_START));
@@ -73,3 +77,12 @@ pub static QUERY_RESULT_ROWS: LazyLock<FamilyCounter<VecLabels>> =
     LazyLock::new(|| register_counter_family(METRIC_QUERY_RESULT_ROWS));
 pub static QUERY_RESULT_BYTES: LazyLock<FamilyCounter<VecLabels>> =
     LazyLock::new(|| register_counter_family(METRIC_QUERY_RESULT_BYTES));
+
+pub static QUERY_PROGRESS_SCAN_ROWS: LazyLock<FamilyCounter<VecLabels>> =
+    LazyLock::new(|| register_counter_family(METRIC_QUERY_PROGRESS_SCAN_ROWS));
+pub static QUERY_PROGRESS_SCAN_BYTES: LazyLock<FamilyCounter<VecLabels>> =
+    LazyLock::new(|| register_counter_family(METRIC_QUERY_PROGRESS_SCAN_BYTES));
+pub static QUERY_PROGRESS_WRITE_ROWS: LazyLock<FamilyCounter<VecLabels>> =
+    LazyLock::new(|| register_counter_family(METRIC_QUERY_PROGRESS_WRITE_ROWS));
+pub static QUERY_PROGRESS_WRITE_BYTES: LazyLock<FamilyCounter<VecLabels>> =
+    LazyLock::new(|| register_counter_family(METRIC_QUERY_PROGRESS_WRITE_BYTES));
diff --git a/src/query/service/src/sessions/query_ctx_shared.rs b/src/query/service/src/sessions/query_ctx_shared.rs
index c31fe083316b2..563ea53bad544 100644
--- a/src/query/service/src/sessions/query_ctx_shared.rs
+++ b/src/query/service/src/sessions/query_ctx_shared.rs
@@ -24,8 +24,11 @@ use std::time::SystemTime;
 use dashmap::DashMap;
 use databend_common_base::base::short_sql;
 use databend_common_base::base::Progress;
+use databend_common_base::base::ProgressHook;
+use databend_common_base::base::ProgressValues;
 use databend_common_base::base::SpillProgress;
 use databend_common_base::runtime::drop_guard;
+use databend_common_base::runtime::metrics::InnerFamilyCounter;
 use databend_common_base::runtime::Runtime;
 use databend_common_catalog::catalog::Catalog;
 use databend_common_catalog::catalog::CatalogManager;
@@ -154,6 +157,10 @@ impl QueryContextShared {
         session: Arc<Session>,
         cluster_cache: Arc<Cluster>,
     ) -> Result<Arc<QueryContextShared>> {
+        let progress_metrics = QueryProgressMetrics::new(
+            session.get_current_tenant().tenant_name(),
+            &cluster_cache.local_id,
+        );
         Ok(Arc::new(QueryContextShared {
             query_settings: Settings::create(session.get_current_tenant()),
             catalog_manager: CatalogManager::instance(),
@@ -162,9 +169,13 @@ impl QueryContextShared {
             data_operator: DataOperator::instance(),
             init_query_id: Arc::new(RwLock::new(Uuid::new_v4().to_string())),
             total_scan_values: Arc::new(Progress::create()),
-            scan_progress: Arc::new(Progress::create()),
+            scan_progress: Arc::new(
+                Progress::create().with_hook(progress_metrics.scan_progress_hook()),
+            ),
             result_progress: Arc::new(Progress::create()),
-            write_progress: Arc::new(Progress::create()),
+            write_progress: Arc::new(
+                Progress::create().with_hook(progress_metrics.write_progress_hook()),
+            ),
             error: Arc::new(Mutex::new(None)),
             warnings: Arc::new(Mutex::new(vec![])),
             runtime: Arc::new(RwLock::new(None)),
@@ -661,3 +672,74 @@ impl Drop for QueryContextShared {
         })
     }
 }
+
+struct QueryProgressMetrics {
+    scan_rows: Arc<InnerFamilyCounter<Vec<(&'static str, String)>>>,
+    scan_bytes: Arc<InnerFamilyCounter<Vec<(&'static str, String)>>>,
+    write_rows: Arc<InnerFamilyCounter<Vec<(&'static str, String)>>>,
+    write_bytes: Arc<InnerFamilyCounter<Vec<(&'static str, String)>>>,
+}
+
+impl QueryProgressMetrics {
+    fn new(tenant: &str, cluster: &str) -> Self {
+        let common_labels = vec![
+            ("tenant", tenant.to_string()),
+            ("cluster", cluster.to_string()),
+        ];
+
+        let scan_rows = databend_common_metrics::interpreter::QUERY_PROGRESS_SCAN_ROWS
+            .get_or_create(&common_labels);
+        let scan_bytes = databend_common_metrics::interpreter::QUERY_PROGRESS_SCAN_BYTES
+            .get_or_create(&common_labels);
+        let write_rows = databend_common_metrics::interpreter::QUERY_PROGRESS_WRITE_ROWS
+            .get_or_create(&common_labels);
+        let write_bytes = databend_common_metrics::interpreter::QUERY_PROGRESS_WRITE_BYTES
+            .get_or_create(&common_labels);
+
+        Self {
+            scan_rows,
+            scan_bytes,
+            write_rows,
+            write_bytes,
+        }
+    }
+
+    fn scan_progress_hook(&self) -> Box<QueryProgressMetricsHook> {
+        Box::new(QueryProgressMetricsHook::new(
+            self.scan_rows.clone(),
+            self.scan_bytes.clone(),
+        ))
+    }
+
+    fn write_progress_hook(&self) -> Box<QueryProgressMetricsHook> {
+        Box::new(QueryProgressMetricsHook::new(
+            self.write_rows.clone(),
+            self.write_bytes.clone(),
+        ))
+    }
+}
+
+#[derive(Debug)]
+pub struct QueryProgressMetricsHook {
+    rows_metrics: Arc<InnerFamilyCounter<Vec<(&'static str, String)>>>,
+    bytes_metrics: Arc<InnerFamilyCounter<Vec<(&'static str, String)>>>,
+}
+
+impl QueryProgressMetricsHook {
+    pub fn new(
+        rows_metrics: Arc<InnerFamilyCounter<Vec<(&'static str, String)>>>,
+        bytes_metrics: Arc<InnerFamilyCounter<Vec<(&'static str, String)>>>,
+    ) -> Self {
+        Self {
+            rows_metrics,
+            bytes_metrics,
+        }
+    }
+}
+
+impl ProgressHook for QueryProgressMetricsHook {
+    fn incr(&self, progress_values: &ProgressValues) {
+        self.rows_metrics.inc_by(progress_values.rows as u64);
+        self.bytes_metrics.inc_by(progress_values.bytes as u64);
+    }
+}