diff --git a/clickhouse_sqlalchemy/drivers/native/base.py b/clickhouse_sqlalchemy/drivers/native/base.py
index b8cc37d..1e455c6 100644
--- a/clickhouse_sqlalchemy/drivers/native/base.py
+++ b/clickhouse_sqlalchemy/drivers/native/base.py
@@ -7,6 +7,7 @@
 from ..base import (
     ClickHouseDialect, ClickHouseExecutionContextBase, ClickHouseSQLCompiler,
 )
+from ...sql.dml import Insert
 from sqlalchemy.engine.interfaces import ExecuteStyle
 from sqlalchemy import __version__ as sqlalchemy_version
 
@@ -20,10 +21,14 @@
 
 class ClickHouseExecutionContext(ClickHouseExecutionContextBase):
     def pre_exec(self):
+        if not self.isinsert:
+            return
         # Always do executemany on INSERT with VALUES clause.
-        if (self.isinsert and self.compiled.statement.select is None and
-                self.parameters != [{}]):
+        if self.compiled.statement.select is None and self.parameters != [{}]:
             self.execute_style = ExecuteStyle.EXECUTEMANY
+        if (isinstance(self.compiled.statement, Insert) and
+                self.compiled.statement._values_iterator):
+            self.parameters = self.compiled.statement._values_iterator
 
 
 class ClickHouseNativeSQLCompiler(ClickHouseSQLCompiler):
diff --git a/clickhouse_sqlalchemy/sql/__init__.py b/clickhouse_sqlalchemy/sql/__init__.py
index 7516b59..9ba0a30 100644
--- a/clickhouse_sqlalchemy/sql/__init__.py
+++ b/clickhouse_sqlalchemy/sql/__init__.py
@@ -1,6 +1,6 @@
 
 from .schema import Table, MaterializedView
 from .selectable import Select, select
+from .dml import Insert, insert
 
-
-__all__ = ('Table', 'MaterializedView', 'Select', 'select')
+__all__ = ('Table', 'MaterializedView', 'Select', 'select', 'Insert', 'insert')
diff --git a/clickhouse_sqlalchemy/sql/dml.py b/clickhouse_sqlalchemy/sql/dml.py
new file mode 100644
index 0000000..b633af8
--- /dev/null
+++ b/clickhouse_sqlalchemy/sql/dml.py
@@ -0,0 +1,15 @@
+from sqlalchemy.sql.dml import Insert as BaseInsert
+
+__all__ = ('Insert', 'insert')
+
+
+class Insert(BaseInsert):
+    _values_iterator: None
+
+    def values_iterator(self, columns, iterator):
+        self._values_iterator = iterator
+        self._multi_values = ([{column: None for column in columns}],)
+        return self
+
+
+insert = Insert
diff --git a/docs/features.rst b/docs/features.rst
index 20dce7e..d98103a 100644
--- a/docs/features.rst
+++ b/docs/features.rst
@@ -694,6 +694,23 @@ INSERT FROM SELECT statement:
             .from_select(['day', 'value'], select_query)
         )
 
+Streaming insert:
+
+    .. code-block:: python
+        from datetime import datetime
+        from clickhouse_sqlalchemy import sql
+
+        def generator():
+            for i in range(100):
+                yield [datetime.now(), 1, i]
+
+        session.execute(
+            sql.insert(Statistics).values_iterator(
+                [Statistics.date, Statistics.sign, Statistics.grouping],
+                generator()
+            )
+        )
+
 UPDATE and DELETE
 -----------------
 
diff --git a/tests/sql/test_insert.py b/tests/sql/test_insert.py
index 26d2fdc..65bd96f 100644
--- a/tests/sql/test_insert.py
+++ b/tests/sql/test_insert.py
@@ -1,6 +1,6 @@
 from sqlalchemy import Column, literal_column, select
 
-from clickhouse_sqlalchemy import types, Table, engines
+from clickhouse_sqlalchemy import types, Table, engines, sql
 from tests.testcase import NativeSessionTestCase
 from tests.util import require_server_version
 
@@ -39,3 +39,40 @@ def test_insert_map(self):
 
             rv = self.session.execute(select(table.c.x)).scalar()
             self.assertEqual(rv, dict_map)
+
+    @require_server_version(19, 3, 3)
+    def test_insert_iterator(self):
+        table = Table(
+            't', self.metadata(),
+            Column('x', types.String, primary_key=True),
+            engines.Log()
+        )
+
+        def generator():
+            yield ["foo"]
+            yield ["bar"]
+
+        with self.create_table(table):
+            query = sql.insert(table).values_iterator([table.c.x], generator())
+            self.session.execute(query)
+
+            result = list(self.session.execute(select(table.c.x)))
+            self.assertListEqual(result, [('foo',), ('bar',)])
+
+    @require_server_version(19, 3, 3)
+    def test_insert_iterator_list(self):
+        table = Table(
+            't', self.metadata(),
+            Column('x', types.String, primary_key=True),
+            engines.Log()
+        )
+
+        with self.create_table(table):
+            query = sql.insert(table).values_iterator(
+                [table.c.x],
+                [["foo"], ["bar"]]
+            )
+            self.session.execute(query)
+
+            result = list(self.session.execute(select(table.c.x)))
+            self.assertListEqual(result, [('foo',), ('bar',)])