diff --git a/.gitignore b/.gitignore
index 1a27c8942..ab8580c1c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -15,7 +15,6 @@ util/bot/android_sdk/public
 util/bot/cmake-linux64
 util/bot/cmake-mac
 util/bot/cmake-win32
-util/bot/cmake-win32.zip
 util/bot/golang
 util/bot/libFuzzer
 util/bot/libcxx
diff --git a/util/bot/DEPS b/util/bot/DEPS
index b9d42efff..690a4a866 100644
--- a/util/bot/DEPS
+++ b/util/bot/DEPS
@@ -25,7 +25,7 @@ vars = {
   #  cipd describe PACKAGE_NAME -version latest
 
   # infra/3pp/tools/cmake/linux-amd64
-  'cmake_version': 'version:2@3.21.3',
+  'cmake_version': 'version:2@3.23.1',
   # infra/3pp/tools/go/linux-amd64
   'go_version': 'version:2@1.17.2',
 
@@ -53,7 +53,7 @@ deps = {
     'dep_type': 'cipd',
   },
 
-  # TODO(davidben): Merge cmake-linux64 and cmake-mac. Now that we use CIPD,
+  # TODO(davidben): Merge the three CMake directories. Now that we use CIPD,
   # which supports a ${{platform}} marker, there is nothing platform-specific
   # about this anymore. However, the recipe still expects CMake to be found at
   # these directories, so this needs to be coordinated with a change there.
@@ -75,6 +75,15 @@ deps = {
     'dep_type': 'cipd',
   },
 
+  'boringssl/util/bot/cmake-win32': {
+    'packages': [{
+      'package': 'infra/3pp/tools/cmake/${{platform}}',
+      'version': Var('cmake_version'),
+    }],
+    'condition': 'host_os == "win"',
+    'dep_type': 'cipd',
+  },
+
   'boringssl/util/bot/golang': {
     'packages': [{
       'package': 'infra/3pp/tools/go/${{platform}}',
@@ -105,28 +114,6 @@ recursedeps = [
 
 hooks = [
   # TODO(https://crbug.com/1180257): Use CIPD for CMake on Windows.
-  {
-    'name': 'cmake_win32',
-    'pattern': '.',
-    'condition': 'host_os == "win"',
-    'action': [ 'download_from_google_storage',
-                '--no_resume',
-                '--platform=win32',
-                '--no_auth',
-                '--bucket', 'chromium-tools',
-                '-s', 'boringssl/util/bot/cmake-win32.zip.sha1',
-    ],
-  },
-  {
-    'name': 'cmake_win32_extract',
-    'pattern': '.',
-    'condition': 'host_os == "win"',
-    'action': [ 'python3',
-                'boringssl/util/bot/extract.py',
-                'boringssl/util/bot/cmake-win32.zip',
-                'boringssl/util/bot/cmake-win32/',
-    ],
-  },
   {
     'name': 'perl_win32',
     'pattern': '.',
diff --git a/util/bot/UPDATING b/util/bot/UPDATING
index dad6192b0..cff2608bc 100644
--- a/util/bot/UPDATING
+++ b/util/bot/UPDATING
@@ -24,12 +24,6 @@ update, place the updated files in their intended location and run:
 
     upload_to_google_storage.py -b chromium-tools FILE
 
-cmake-win32.zip: Update to the latest prebuilt release of CMake, found at
-    https://cmake.org/download/. Use the file labeled "Windows win64-x64
-    ZIP". The download will be named cmake-VERSION-win64-x64.zip.
-
-    The current revision is cmake-3.19.5-win64-x64.zip
-
 nasm-win32.exe: Update to the appropriate release of NASM, found at
     https://www.nasm.us/. Use the same version as Chromium, found at
     https://chromium.googlesource.com/chromium/src/+/master/third_party/nasm/README.chromium
diff --git a/util/bot/cmake-win32.zip.sha1 b/util/bot/cmake-win32.zip.sha1
deleted file mode 100644
index d641c1723..000000000
--- a/util/bot/cmake-win32.zip.sha1
+++ /dev/null
@@ -1 +0,0 @@
-b106d66bcdc8a71ea2cdf5446091327bfdb1bcd7
\ No newline at end of file