diff --git a/ax/benchmark/methods/choose_generation_strategy.py b/ax/benchmark/methods/choose_generation_strategy.py
deleted file mode 100644
index d4792d329a3..00000000000
--- a/ax/benchmark/methods/choose_generation_strategy.py
+++ /dev/null
@@ -1,6 +0,0 @@
-# Copyright (c) Meta Platforms, Inc. and affiliates.
-#
-# This source code is licensed under the MIT license found in the
-# LICENSE file in the root directory of this source tree.
-
-# TODO: remove this file in the next diff
diff --git a/ax/benchmark/methods/gpei_and_moo.py b/ax/benchmark/methods/gpei_and_moo.py
deleted file mode 100644
index d66ee238e16..00000000000
--- a/ax/benchmark/methods/gpei_and_moo.py
+++ /dev/null
@@ -1,6 +0,0 @@
-# Copyright (c) Meta Platforms, Inc. and affiliates.
-#
-# This source code is licensed under the MIT license found in the
-# LICENSE file in the root directory of this source tree.
-
-# TODO: delete this file in the next diff