diff --git a/CHANGES/1412.bugfix.rst b/CHANGES/1412.bugfix.rst
new file mode 100644
index 000000000..66d8ffeb1
--- /dev/null
+++ b/CHANGES/1412.bugfix.rst
@@ -0,0 +1 @@
+Removed usage of Cython pre-release versions -- by :user:`ajsanchezsanz`, :user:`markgreene74`.
\ No newline at end of file
diff --git a/packaging/pep517_backend/_backend.py b/packaging/pep517_backend/_backend.py
index bb318f509..ad4098ea3 100644
--- a/packaging/pep517_backend/_backend.py
+++ b/packaging/pep517_backend/_backend.py
@@ -11,7 +11,6 @@
 from shutil import copytree
 from sys import implementation as _system_implementation
 from sys import stderr as _standard_error_stream
-from sys import version_info as _python_version_tuple
 from tempfile import TemporaryDirectory
 from warnings import warn as _warn_that
 
@@ -82,9 +81,6 @@
 PURE_PYTHON_ENV_VAR = 'YARL_NO_EXTENSIONS'
 """Environment variable name toggle used to opt out of making C-exts."""
 
-IS_PY3_12_PLUS = _python_version_tuple[:2] >= (3, 12)
-"""A flag meaning that the current runtime is Python 3.12 or higher."""
-
 IS_CPYTHON = _system_implementation.name == "cpython"
 """A flag meaning that the current interpreter implementation is CPython."""
 
@@ -378,8 +374,7 @@ def get_requires_for_build_wheel(
         )
 
     c_ext_build_deps = [] if is_pure_python_build else [
-        'Cython >= 3.0.0b3' if IS_PY3_12_PLUS  # Only Cython 3+ is compatible
-        else 'Cython',
+        'Cython >= 3.0.0, < 3.1.0',
     ]
 
     return _setuptools_get_requires_for_build_wheel(