diff --git a/be/src/pipeline/exec/analytic_source_operator.cpp b/be/src/pipeline/exec/analytic_source_operator.cpp
index 3a9156f45b6758a..fe0ab0b148e55af 100644
--- a/be/src/pipeline/exec/analytic_source_operator.cpp
+++ b/be/src/pipeline/exec/analytic_source_operator.cpp
@@ -352,17 +352,17 @@ Status AnalyticLocalState::_get_next_for_rows(size_t current_block_rows) {
         int64_t range_start, range_end;
         if (!_parent->cast<AnalyticSourceOperatorX>()._window.__isset.window_start &&
             _parent->cast<AnalyticSourceOperatorX>()._window.window_end.type ==
-                    TAnalyticWindowBoundaryType::
-                            CURRENT_ROW) { //[preceding, current_row],[current_row, following]
+                    TAnalyticWindowBoundaryType::CURRENT_ROW) {
+            // [preceding, current_row], [current_row, following] rewrite it's same
+            // as could reuse the previous calculate result, so don't call _reset_agg_status function
+            // going on calculate, add up data, no need to reset state
             range_start = _shared_state->current_row_position;
-            range_end = _shared_state->current_row_position +
-                        1; //going on calculate,add up data, no need to reset state
+            range_end = _shared_state->current_row_position + 1;
         } else {
             _reset_agg_status();
             range_end = _shared_state->current_row_position + _rows_end_offset + 1;
-            if (!_parent->cast<AnalyticSourceOperatorX>()
-                         ._window.__isset
-                         .window_start) { //[preceding, offset]        --unbound: [preceding, following]
+            //[preceding, offset]        --unbound: [preceding, following]
+            if (!_parent->cast<AnalyticSourceOperatorX>()._window.__isset.window_start) {
                 range_start = _partition_by_start.pos;
             } else {
                 range_start = _shared_state->current_row_position + _rows_start_offset;
diff --git a/be/src/vec/aggregate_functions/aggregate_function_reader_first_last.h b/be/src/vec/aggregate_functions/aggregate_function_reader_first_last.h
index dca76ea49a3f486..f2fbd83a605ccb0 100644
--- a/be/src/vec/aggregate_functions/aggregate_function_reader_first_last.h
+++ b/be/src/vec/aggregate_functions/aggregate_function_reader_first_last.h
@@ -65,8 +65,6 @@ struct Value {
         _offset = 0;
     }
 
-    size_t offset_pos() { return _offset; }
-
 protected:
     const IColumn* _ptr = nullptr;
     size_t _offset = 0;
@@ -102,11 +100,6 @@ struct CopiedValue : public Value<ColVecType, arg_is_nullable> {
         }
     }
 
-    size_t offset_pos() {
-        DCHECK(false) << " should call this in CopiedValue";
-        return 0;
-    }
-
 private:
     Field _copied_value;
 };
@@ -148,8 +141,6 @@ struct ReaderFirstAndLastData {
 
     bool has_set_value() { return _has_value; }
 
-    size_t offset_pos() { return _data_value.offset_pos(); }
-
     bool is_null() { return _data_value.is_null(); }
 
 protected:
diff --git a/be/src/vec/aggregate_functions/aggregate_function_window.cpp b/be/src/vec/aggregate_functions/aggregate_function_window.cpp
index 9da838a6b9067c9..2d10083488b40b8 100644
--- a/be/src/vec/aggregate_functions/aggregate_function_window.cpp
+++ b/be/src/vec/aggregate_functions/aggregate_function_window.cpp
@@ -40,6 +40,8 @@ AggregateFunctionPtr create_function_lead_lag_first_last(const String& name,
     WhichDataType which(*type);
 
     bool arg_ignore_null_value = false;
+    // FE have rewrite case first_value(k1,false)--->first_value(k1)
+    // so size is 2, must will be arg_ignore_null_value
     if (argument_types.size() == 2) {
         DCHECK(name == "first_value" || name == "last_value") << "invalid function name: " << name;
         arg_ignore_null_value = true;
diff --git a/be/src/vec/aggregate_functions/aggregate_function_window.h b/be/src/vec/aggregate_functions/aggregate_function_window.h
index ae8e364f28eb3ce..8803df7de67bbde 100644
--- a/be/src/vec/aggregate_functions/aggregate_function_window.h
+++ b/be/src/vec/aggregate_functions/aggregate_function_window.h
@@ -473,14 +473,9 @@ struct WindowFunctionFirstImpl : Data {
 
         if constexpr (arg_ignore_null) {
             frame_end = std::min<int64_t>(frame_end, partition_end);
-            if (this->has_set_value()) {
-                frame_start = this->offset_pos();
-            }
-            const auto& second_arg = assert_cast<const ColumnVector<UInt8>&>(*columns[1]);
-            auto ignore_null_value = second_arg.get_data()[0];
-
-            if (ignore_null_value && columns[0]->is_nullable()) {
+            if (columns[0]->is_nullable()) {
                 const auto& arg_nullable = assert_cast<const ColumnNullable&>(*columns[0]);
+                // the valid range is: [frame_start, frame_end)
                 while (frame_start < frame_end - 1 && arg_nullable.is_null_at(frame_start)) {
                     frame_start++;
                 }
@@ -506,17 +501,25 @@ struct WindowFunctionLastImpl : Data {
 
         if constexpr (arg_ignore_null) {
             frame_start = std::max<int64_t>(frame_start, partition_start);
-            if (this->has_set_value()) {
-                frame_start = this->offset_pos();
-            }
-            const auto& second_arg = assert_cast<const ColumnVector<UInt8>&>(*columns[1]);
-            auto ignore_null_value = second_arg.get_data()[0];
-
-            if (ignore_null_value && columns[0]->is_nullable()) {
+            if (columns[0]->is_nullable()) {
                 const auto& arg_nullable = assert_cast<const ColumnNullable&>(*columns[0]);
-                while (frame_start < (frame_end - 1) && arg_nullable.is_null_at(frame_end - 1)) {
-                    frame_end--;
+                // wants find a not null value in [frame_start, frame_end)
+                // iff has find: set_value and return directly
+                // iff not find: the while loop is finished
+                //     case 1: iff has_set_value, means the previous window have value, could reuse it, so return directly
+                //     case 2: iff not has_set_value, means there is none value, set it's to NULL
+                while (frame_start < frame_end) {
+                    if (arg_nullable.is_null_at(frame_end - 1)) {
+                        frame_end--;
+                    } else {
+                        this->set_value(columns, frame_end - 1);
+                        return;
+                    }
+                }
+                if (!this->has_set_value()) {
+                    this->set_is_null();
                 }
+                return;
             }
         }