diff --git a/py/BUILD.bazel b/py/BUILD.bazel
index 37ace3ea3399c..d0fb7d3c0c918 100644
--- a/py/BUILD.bazel
+++ b/py/BUILD.bazel
@@ -100,6 +100,12 @@ copy_file(
     out = "selenium/webdriver/common/linux/selenium-manager",
 )
 
+copy_file(
+    name = "manager-linux-arm64",
+    src = "//common/manager:selenium-manager-linux-arm64",
+    out = "selenium/webdriver/common/linux/selenium-manager-arm64",
+)
+
 copy_file(
     name = "manager-macos",
     src = "//common/manager:selenium-manager-macos",
@@ -112,6 +118,12 @@ copy_file(
     out = "selenium/webdriver/common/windows/selenium-manager.exe",
 )
 
+copy_file(
+    name = "manager-windows-arm64",
+    src = "//common/manager:selenium-manager-windows-arm64",
+    out = "selenium/webdriver/common/windows/selenium-manager-arm64.exe",
+)
+
 copy_file(
     name = "get-attribute",
     src = "//javascript/webdriver/atoms:get-attribute.js",
diff --git a/py/pyproject.toml b/py/pyproject.toml
index 948d5a5a49857..08ffc68b36a1c 100644
--- a/py/pyproject.toml
+++ b/py/pyproject.toml
@@ -64,7 +64,9 @@ target = "selenium.webdriver.common.selenium-manager"
     "prune*",
     "selenium.egg-info*",
     "selenium-manager",
+    "selenium-manager-arm64",
     "selenium-manager.exe",
+    "selenium-manager-arm64.exe",
     "CHANGES",
     "LICENSE"
 ]
diff --git a/py/selenium/webdriver/common/selenium_manager.py b/py/selenium/webdriver/common/selenium_manager.py
index 9caec37e10c7f..b4d85acee449d 100644
--- a/py/selenium/webdriver/common/selenium_manager.py
+++ b/py/selenium/webdriver/common/selenium_manager.py
@@ -14,6 +14,7 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
+
 import json
 import logging
 import os
@@ -77,14 +78,29 @@ def _get_binary() -> Path:
         else:
             allowed = {
                 ("darwin", "any"): "macos/selenium-manager",
-                ("win32", "any"): "windows/selenium-manager.exe",
-                ("cygwin", "any"): "windows/selenium-manager.exe",
+                ("win32", "amd64"): "windows/selenium-manager.exe",
+                ("win32", "x86_64"): "windows/selenium-manager.exe",
+                ("win32", "arm64"): "windows/selenium-manager-arm64.exe",
+                ("win32", "aarch64"): "windows/selenium-manager-arm64.exe",
+                ("cygwin", "amd64"): "windows/selenium-manager.exe",
+                ("cygwin", "x86_64"): "windows/selenium-manager.exe",
+                ("cygwin", "arm64"): "windows/selenium-manager-arm64.exe",
+                ("cygwin", "aarch64"): "windows/selenium-manager-arm64.exe",
+                ("linux", "amd64"): "linux/selenium-manager",
                 ("linux", "x86_64"): "linux/selenium-manager",
+                ("linux", "arm64"): "linux/selenium-manager-arm64",
+                ("linux", "aarch64"): "linux/selenium-manager-arm64",
+                ("freebsd", "amd64"): "linux/selenium-manager",
                 ("freebsd", "x86_64"): "linux/selenium-manager",
+                ("freebsd", "arm64"): "linux/selenium-manager-arm64",
+                ("freebsd", "aarch64"): "linux/selenium-manager-arm64",
+                ("openbsd", "amd64"): "linux/selenium-manager",
                 ("openbsd", "x86_64"): "linux/selenium-manager",
+                ("openbsd", "arm64"): "linux/selenium-manager-arm64",
+                ("openbsd", "aarch64"): "linux/selenium-manager-arm64",
             }
 
-            arch = platform.machine() if sys.platform in ("linux", "freebsd", "openbsd") else "any"
+            arch = "any" if sys.platform == "darwin" else platform.machine().lower()
             if sys.platform in ["freebsd", "openbsd"]:
                 logger.warning("Selenium Manager binary may not be compatible with %s; verify settings", sys.platform)
 
diff --git a/py/test/selenium/webdriver/common/selenium_manager_tests.py b/py/test/selenium/webdriver/common/selenium_manager_tests.py
index 9195badf0ed21..1bc0aec9b8731 100644
--- a/py/test/selenium/webdriver/common/selenium_manager_tests.py
+++ b/py/test/selenium/webdriver/common/selenium_manager_tests.py
@@ -14,8 +14,8 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
+
 import json
-import platform
 import sys
 from pathlib import Path
 from unittest import mock
@@ -53,22 +53,38 @@ def test_uses_environment_variable(monkeypatch):
 
 def test_uses_windows(monkeypatch):
     monkeypatch.setattr(sys, "platform", "win32")
+    monkeypatch.setattr("platform.machine", lambda: "AMD64")
     binary = SeleniumManager()._get_binary()
 
     project_root = Path(selenium.__file__).parent.parent
     assert binary == project_root.joinpath("selenium/webdriver/common/windows/selenium-manager.exe")
 
 
+def test_uses_windows_arm(monkeypatch):
+    monkeypatch.setattr(sys, "platform", "win32")
+    monkeypatch.setattr("platform.machine", lambda: "arm64")
+    binary = SeleniumManager()._get_binary()
+
+    project_root = Path(selenium.__file__).parent.parent
+    assert binary == project_root.joinpath("selenium/webdriver/common/windows/selenium-manager-arm64.exe")
+
+
 def test_uses_linux(monkeypatch):
     monkeypatch.setattr(sys, "platform", "linux")
+    monkeypatch.setattr("platform.machine", lambda: "x86_64")
 
-    if platform.machine() == "arm64":
-        with pytest.raises(WebDriverException, match="Unsupported platform/architecture combination: linux/arm64"):
-            SeleniumManager()._get_binary()
-    else:
-        binary = SeleniumManager()._get_binary()
-        project_root = Path(selenium.__file__).parent.parent
-        assert binary == project_root.joinpath("selenium/webdriver/common/linux/selenium-manager")
+    binary = SeleniumManager()._get_binary()
+    project_root = Path(selenium.__file__).parent.parent
+    assert binary == project_root.joinpath("selenium/webdriver/common/linux/selenium-manager")
+
+
+def test_uses_linux_arm(monkeypatch):
+    monkeypatch.setattr(sys, "platform", "linux")
+    monkeypatch.setattr("platform.machine", lambda: "arm64")
+
+    binary = SeleniumManager()._get_binary()
+    project_root = Path(selenium.__file__).parent.parent
+    assert binary == project_root.joinpath("selenium/webdriver/common/linux/selenium-manager-arm64")
 
 
 def test_uses_mac(monkeypatch):