diff --git a/hack/update-bazel.sh b/hack/update-bazel.sh
index 25c858f7dfe..88895ee5e23 100755
--- a/hack/update-bazel.sh
+++ b/hack/update-bazel.sh
@@ -32,7 +32,7 @@ kube::util::go_install_from_commit \
     97099dccc8807e9159dc28f374a8f0602cab07e1
 kube::util::go_install_from_commit \
     github.com/bazelbuild/bazel-gazelle/cmd/gazelle \
-    578e73e57d6a4054ef933db1553405c9284322c7
+    0.10.1
 
 touch "${KUBE_ROOT}/vendor/BUILD"