diff --git a/superset/db_engine_specs/base.py b/superset/db_engine_specs/base.py
index 70526ea12ee..be2b3ee7d1a 100644
--- a/superset/db_engine_specs/base.py
+++ b/superset/db_engine_specs/base.py
@@ -2070,10 +2070,6 @@ class BaseEngineSpec:  # pylint: disable=too-many-public-methods
 
         return False
 
-    @classmethod
-    def parse_sql(cls, sql: str) -> list[str]:
-        return [str(s).strip(" ;") for s in sqlparse.parse(sql)]
-
     @classmethod
     def get_impersonation_key(cls, user: User | None) -> Any:
         """
diff --git a/superset/db_engine_specs/kusto.py b/superset/db_engine_specs/kusto.py
index 2081f6c89ce..9181b078592 100644
--- a/superset/db_engine_specs/kusto.py
+++ b/superset/db_engine_specs/kusto.py
@@ -153,11 +153,3 @@ class KustoKqlEngineSpec(BaseEngineSpec):  # pylint: disable=abstract-method
             return f"""datetime({dttm.isoformat(timespec="microseconds")})"""
 
         return None
-
-    @classmethod
-    def parse_sql(cls, sql: str) -> list[str]:
-        """
-        Kusto supports a single query statement, but it could include sub queries
-        and variables declared via let keyword.
-        """
-        return [sql]
diff --git a/superset/models/core.py b/superset/models/core.py
index bc545c95dc7..1768aa41fdd 100755
--- a/superset/models/core.py
+++ b/superset/models/core.py
@@ -659,7 +659,7 @@ class Database(Model, AuditMixinNullable, ImportExportMixin):  # pylint: disable
         schema: str | None = None,
         mutator: Callable[[pd.DataFrame], None] | None = None,
     ) -> pd.DataFrame:
-        sqls = self.db_engine_spec.parse_sql(sql)
+        script = SQLScript(sql, self.db_engine_spec.engine)
         with self.get_sqla_engine(catalog=catalog, schema=schema) as engine:
             engine_url = engine.url
 
@@ -676,8 +676,11 @@ class Database(Model, AuditMixinNullable, ImportExportMixin):  # pylint: disable
         with self.get_raw_connection(catalog=catalog, schema=schema) as conn:
             cursor = conn.cursor()
             df = None
-            for i, sql_ in enumerate(sqls):
-                sql_ = self.mutate_sql_based_on_config(sql_, is_split=True)
+            for i, statement in enumerate(script.statements):
+                sql_ = self.mutate_sql_based_on_config(
+                    statement.format(),
+                    is_split=True,
+                )
                 _log_query(sql_)
                 with event_logger.log_context(
                     action="execute_sql",
@@ -686,7 +689,7 @@ class Database(Model, AuditMixinNullable, ImportExportMixin):  # pylint: disable
                 ):
                     self.db_engine_spec.execute(cursor, sql_, self)
 
-                rows = self.fetch_rows(cursor, i == len(sqls) - 1)
+                rows = self.fetch_rows(cursor, i == len(script.statements) - 1)
                 if rows is not None:
                     df = self.load_into_dataframe(cursor.description, rows)
 
diff --git a/tests/unit_tests/db_engine_specs/test_base.py b/tests/unit_tests/db_engine_specs/test_base.py
index e4e76472b53..421be19eb6d 100644
--- a/tests/unit_tests/db_engine_specs/test_base.py
+++ b/tests/unit_tests/db_engine_specs/test_base.py
@@ -49,32 +49,6 @@ def test_get_text_clause_with_colon() -> None:
     assert text_clause.text == "SELECT foo FROM tbl WHERE foo = '123\\:456')"
 
 
-def test_parse_sql_single_statement() -> None:
-    """
-    `parse_sql` should properly strip leading and trailing spaces and semicolons
-    """
-
-    from superset.db_engine_specs.base import BaseEngineSpec
-
-    queries = BaseEngineSpec.parse_sql(" SELECT foo FROM tbl ; ")
-    assert queries == ["SELECT foo FROM tbl"]
-
-
-def test_parse_sql_multi_statement() -> None:
-    """
-    For string with multiple SQL-statements `parse_sql` method should return list
-    where each element represents the single SQL-statement
-    """
-
-    from superset.db_engine_specs.base import BaseEngineSpec
-
-    queries = BaseEngineSpec.parse_sql("SELECT foo FROM tbl1; SELECT bar FROM tbl2;")
-    assert queries == [
-        "SELECT foo FROM tbl1",
-        "SELECT bar FROM tbl2",
-    ]
-
-
 def test_validate_db_uri(mocker: MockerFixture) -> None:
     """
     Ensures that the `validate_database_uri` method invokes the validator correctly
diff --git a/tests/unit_tests/db_engine_specs/test_kusto.py b/tests/unit_tests/db_engine_specs/test_kusto.py
index d3a49f86e9c..a21e82a5676 100644
--- a/tests/unit_tests/db_engine_specs/test_kusto.py
+++ b/tests/unit_tests/db_engine_specs/test_kusto.py
@@ -80,19 +80,6 @@ def test_kql_has_mutation(kql: str, expected: bool) -> None:
     )
 
 
-def test_kql_parse_sql() -> None:
-    """
-    parse_sql method should always return a list with a single element
-    which is an original query
-    """
-
-    from superset.db_engine_specs.kusto import KustoKqlEngineSpec
-
-    queries = KustoKqlEngineSpec.parse_sql("let foo = 1; tbl | where bar == foo")
-
-    assert queries == ["let foo = 1; tbl | where bar == foo"]
-
-
 @pytest.mark.parametrize(
     "target_type,expected_result",
     [
diff --git a/tests/unit_tests/sql/parse_tests.py b/tests/unit_tests/sql/parse_tests.py
index d4341524c13..3d0746b5c79 100644
--- a/tests/unit_tests/sql/parse_tests.py
+++ b/tests/unit_tests/sql/parse_tests.py
@@ -747,6 +747,34 @@ Events | take 100""",
     assert query.get_settings() == {"querytrace": True}
 
 
+@pytest.mark.parametrize(
+    "sql, engine, expected",
+    [
+        (
+            " SELECT foo FROM tbl ; ",
+            "postgresql",
+            ["SELECT\n  foo\nFROM tbl"],
+        ),
+        (
+            "SELECT foo FROM tbl1; SELECT bar FROM tbl2;",
+            "postgresql",
+            ["SELECT\n  foo\nFROM tbl1", "SELECT\n  bar\nFROM tbl2"],
+        ),
+        (
+            "let foo = 1; tbl | where bar == foo",
+            "kustokql",
+            ["let foo = 1", "tbl | where bar == foo"],
+        ),
+    ],
+)
+def test_sqlscript_split(sql: str, engine: str, expected: list[str]) -> None:
+    """
+    Test the `SQLScript` class with a script that has a single statement.
+    """
+    script = SQLScript(sql, engine)
+    assert [statement.format() for statement in script.statements] == expected
+
+
 def test_sqlstatement() -> None:
     """
     Test the `SQLStatement` class.