diff --git a/src/promql/src/extension_plan/range_manipulate.rs b/src/promql/src/extension_plan/range_manipulate.rs
index 27ba8f4f3d..1aef1e8343 100644
--- a/src/promql/src/extension_plan/range_manipulate.rs
+++ b/src/promql/src/extension_plan/range_manipulate.rs
@@ -345,6 +345,8 @@ impl ExecutionPlan for RangeManipulateExec {
                     .0
             })
             .collect();
+        let aligned_ts_array =
+            RangeManipulateStream::build_aligned_ts_array(self.start, self.end, self.interval);
         Ok(Box::pin(RangeManipulateStream {
             start: self.start,
             end: self.end,
@@ -352,6 +354,7 @@ impl ExecutionPlan for RangeManipulateExec {
             range: self.range,
             time_index,
             field_columns,
+            aligned_ts_array,
             output_schema: self.output_schema.clone(),
             input,
             metric: baseline_metric,
@@ -405,6 +408,7 @@ pub struct RangeManipulateStream {
     range: Millisecond,
     time_index: usize,
     field_columns: Vec<usize>,
+    aligned_ts_array: ArrayRef,
 
     output_schema: SchemaRef,
     input: SendableRecordBatchStream,
@@ -447,7 +451,7 @@ impl RangeManipulateStream {
     pub fn manipulate(&self, input: RecordBatch) -> DataFusionResult<Option<RecordBatch>> {
         let mut other_columns = (0..input.columns().len()).collect::<HashSet<_>>();
         // calculate the range
-        let (aligned_ts, ranges) = self.calculate_range(&input)?;
+        let ranges = self.calculate_range(&input)?;
         // ignore this if all ranges are empty
         if ranges.iter().all(|(_, len)| *len == 0) {
             return Ok(None);
@@ -479,17 +483,20 @@ impl RangeManipulateStream {
             new_columns[index] = compute::take(&input.column(index), &take_indices, None)?;
         }
         // replace timestamp with the aligned one
-        new_columns[self.time_index] = aligned_ts;
+        new_columns[self.time_index] = self.aligned_ts_array.clone();
 
         RecordBatch::try_new(self.output_schema.clone(), new_columns)
             .map(Some)
             .map_err(|e| DataFusionError::ArrowError(e, None))
     }
 
-    fn calculate_range(
-        &self,
-        input: &RecordBatch,
-    ) -> DataFusionResult<(ArrayRef, Vec<(u32, u32)>)> {
+    fn build_aligned_ts_array(start: i64, end: i64, interval: i64) -> ArrayRef {
+        Arc::new(TimestampMillisecondArray::from_iter_values(
+            (start..=end).step_by(interval as _),
+        ))
+    }
+
+    fn calculate_range(&self, input: &RecordBatch) -> DataFusionResult<Vec<(u32, u32)>> {
         let ts_column = input
             .column(self.time_index)
             .as_any()
@@ -500,12 +507,10 @@ impl RangeManipulateStream {
                 )
             })?;
 
-        let mut aligned_ts = vec![];
         let mut ranges = vec![];
 
         // calculate for every aligned timestamp (`curr_ts`), assume the ts column is ordered.
         for curr_ts in (self.start..=self.end).step_by(self.interval as _) {
-            aligned_ts.push(curr_ts);
             let mut range_start = ts_column.len();
             let mut range_end = 0;
             for (index, ts) in ts_column.values().iter().enumerate() {
@@ -525,9 +530,7 @@ impl RangeManipulateStream {
             }
         }
 
-        let aligned_ts_array = Arc::new(TimestampMillisecondArray::from(aligned_ts)) as _;
-
-        Ok((aligned_ts_array, ranges))
+        Ok(ranges)
     }
 }