diff --git a/analytic_engine/src/sst/metrics.rs b/analytic_engine/src/sst/metrics.rs
new file mode 100644
index 0000000000..35be0545b7
--- /dev/null
+++ b/analytic_engine/src/sst/metrics.rs
@@ -0,0 +1,14 @@
+// Copyright 2022 CeresDB Project Authors. Licensed under Apache-2.0.
+
+use lazy_static::lazy_static;
+use prometheus::{exponential_buckets, register_histogram, Histogram};
+
+lazy_static! {
+    // Histogram:
+    // Buckets: 100B,200B,400B,...,2KB
+    pub static ref SST_GET_RANGE_HISTOGRAM: Histogram = register_histogram!(
+        "sst_get_range_length",
+        "Histogram for sst get range length",
+        exponential_buckets(100.0, 2.0, 5).unwrap()
+    ).unwrap();
+}
diff --git a/analytic_engine/src/sst/mod.rs b/analytic_engine/src/sst/mod.rs
index 71f7d3c037..76797fb342 100644
--- a/analytic_engine/src/sst/mod.rs
+++ b/analytic_engine/src/sst/mod.rs
@@ -7,5 +7,6 @@ pub mod factory;
 pub mod file;
 pub mod manager;
 pub mod meta_cache;
+pub mod metrics;
 pub mod parquet;
 pub mod reader;
diff --git a/analytic_engine/src/sst/parquet/async_reader.rs b/analytic_engine/src/sst/parquet/async_reader.rs
index a801dfcfb4..7c59d34c04 100644
--- a/analytic_engine/src/sst/parquet/async_reader.rs
+++ b/analytic_engine/src/sst/parquet/async_reader.rs
@@ -27,6 +27,7 @@ use parquet::{
     file::metadata::RowGroupMetaData,
 };
 use parquet_ext::ParquetMetaDataRef;
+use prometheus::local::LocalHistogram;
 use snafu::ResultExt;
 use table_engine::predicate::PredicateRef;
 use tokio::sync::mpsc::{self, Receiver, Sender};
@@ -36,6 +37,7 @@ use crate::{
         factory::SstReaderOptions,
         file::{BloomFilter, SstMetaData},
         meta_cache::{MetaCacheRef, MetaData},
+        metrics,
         parquet::{encoding::ParquetDecoder, row_group_filter::RowGroupFilter},
         reader::{error::*, Result, SstReader},
     },
@@ -196,9 +198,10 @@ impl<'a> Reader<'a> {
     }
 }
 
-#[derive(Debug, Default)]
+#[derive(Debug)]
 struct ReaderMetrics {
     bytes_scanned: usize,
+    sst_get_range_length_histogram: LocalHistogram,
 }
 
 struct ObjectStoreReader {
@@ -214,7 +217,10 @@ impl ObjectStoreReader {
             storage,
             path,
             meta_data,
-            metrics: Default::default(),
+            metrics: ReaderMetrics {
+                bytes_scanned: 0,
+                sst_get_range_length_histogram: metrics::SST_GET_RANGE_HISTOGRAM.local(),
+            },
         }
     }
 }
@@ -228,17 +234,43 @@ impl Drop for ObjectStoreReader {
 impl AsyncFileReader for ObjectStoreReader {
     fn get_bytes(&mut self, range: Range<usize>) -> BoxFuture<'_, parquet::errors::Result<Bytes>> {
         self.metrics.bytes_scanned += range.end - range.start;
+        self.metrics
+            .sst_get_range_length_histogram
+            .observe((range.end - range.start) as f64);
         self.storage
             .get_range(&self.path, range)
             .map_err(|e| {
                 parquet::errors::ParquetError::General(format!(
-                    "ObjectStoreReader::get_bytes error: {}",
+                    "Failed to fetch range from object store, err:{}",
                     e
                 ))
             })
             .boxed()
     }
 
+    fn get_byte_ranges(
+        &mut self,
+        ranges: Vec<Range<usize>>,
+    ) -> BoxFuture<'_, parquet::errors::Result<Vec<Bytes>>> {
+        for range in &ranges {
+            self.metrics
+                .sst_get_range_length_histogram
+                .observe((range.end - range.start) as f64);
+        }
+        async move {
+            self.storage
+                .get_ranges(&self.path, &ranges)
+                .map_err(|e| {
+                    parquet::errors::ParquetError::General(format!(
+                        "Failed to fetch ranges from object store, err:{}",
+                        e
+                    ))
+                })
+                .await
+        }
+        .boxed()
+    }
+
     fn get_metadata(
         &mut self,
     ) -> BoxFuture<'_, parquet::errors::Result<Arc<parquet::file::metadata::ParquetMetaData>>> {