diff --git a/python/pyarrow/_compute.pyx b/python/pyarrow/_compute.pyx
index ac7efeff41aba..0842361908f0b 100644
--- a/python/pyarrow/_compute.pyx
+++ b/python/pyarrow/_compute.pyx
@@ -29,11 +29,12 @@ from pyarrow.lib cimport *
 from pyarrow.includes.common cimport *
 from pyarrow.includes.libarrow cimport *
 import pyarrow.lib as lib
-
+from pyarrow.util import _DEPR_MSG
 from libcpp cimport bool as c_bool
 
 import inspect
 import numpy as np
+import warnings
 
 
 def _forbid_instantiation(klass, subclasses_instead=True):
@@ -1947,7 +1948,7 @@ cdef class _CumulativeOptions(FunctionOptions):
                     pyarrow_unwrap_scalar(start), skip_nulls))
             except Exception:
                 _raise_invalid_function_option(
-                    start, "`start` type for CumulativeSumOptions", TypeError)
+                    start, "`start` type for CumulativeOptions", TypeError)
 
 
 class CumulativeOptions(_CumulativeOptions):
@@ -1974,6 +1975,27 @@ class CumulativeOptions(_CumulativeOptions):
         self._set_options(start, skip_nulls)
 
 
+class CumulativeSumOptions(_CumulativeOptions):
+    """
+    Options for `cumulative_sum` function.
+
+    Parameters
+    ----------
+    start : Scalar, default None
+        Starting value for sum computation
+    skip_nulls : bool, default False
+        When false, the first encountered null is propagated.
+    """
+
+    def __init__(self, start=None, *, skip_nulls=False):
+        warnings.warn(
+            _DEPR_MSG.format("CumulativeSumOptions", "14.0", "CumulativeOptions"),
+            FutureWarning,
+            stacklevel=2
+        )
+        self._set_options(start, skip_nulls)
+
+
 cdef class _PairwiseOptions(FunctionOptions):
     def _set_options(self, period):
         self.wrapped.reset(new CPairwiseOptions(period))
diff --git a/python/pyarrow/compute.py b/python/pyarrow/compute.py
index 0fefa18dd1136..1a3f753c688e7 100644
--- a/python/pyarrow/compute.py
+++ b/python/pyarrow/compute.py
@@ -34,7 +34,7 @@
     CastOptions,
     CountOptions,
     CumulativeOptions,
-    CumulativeOptions as CumulativeSumOptions,
+    CumulativeSumOptions,
     DayOfWeekOptions,
     DictionaryEncodeOptions,
     RunEndEncodeOptions,
diff --git a/python/pyarrow/tests/test_compute.py b/python/pyarrow/tests/test_compute.py
index 98ab84c03900f..3c8e4ce8f8f2f 100644
--- a/python/pyarrow/tests/test_compute.py
+++ b/python/pyarrow/tests/test_compute.py
@@ -210,7 +210,12 @@ def test_option_class_equality():
         buf = option.serialize()
         deserialized = pc.FunctionOptions.deserialize(buf)
         assert option == deserialized
-        assert repr(option) == repr(deserialized)
+        # TODO remove the check under the if statement
+        # when the deprecated class CumulativeSumOptions is removed.
+        if repr(option).startswith("CumulativeSumOptions"):
+            assert repr(deserialized).startswith("CumulativeOptions")
+        else:
+            assert repr(option) == repr(deserialized)
     for option1, option2 in zip(options, options[1:]):
         assert option1 != option2