diff --git a/cuda_core/cuda/core/experimental/_event.py b/cuda_core/cuda/core/experimental/_event.py
index bd97305a60..10d52dda64 100644
--- a/cuda_core/cuda/core/experimental/_event.py
+++ b/cuda_core/cuda/core/experimental/_event.py
@@ -47,8 +47,21 @@ class Event:
     the last recorded stream.
 
     Events can be used to monitor device's progress, query completion
-    of work up to event's record, and help establish dependencies
-    between GPU work submissions.
+    of work up to event's record, help establish dependencies
+    between GPU work submissions, and record the elapsed time (in milliseconds)
+    on GPU:
+
+    .. code-block:: python
+
+        # To create events and record the timing:
+        s = Device().create_stream()
+        e1 = Device().create_event({"enable_timing": True})
+        e2 = Device().create_event({"enable_timing": True})
+        s.record(e1)
+        # ... run some GPU works ...
+        s.record(e2)
+        e2.sync()
+        print(f"time = {e2 - e1} milliseconds")
 
     Directly creating an :obj:`~_event.Event` is not supported due to ambiguity,
     and they should instead be created through a :obj:`~_stream.Stream` object.
@@ -96,6 +109,22 @@ def close(self):
         """Destroy the event."""
         self._mnff.close()
 
+    def __isub__(self, other):
+        return NotImplemented
+
+    def __rsub__(self, other):
+        return NotImplemented
+
+    def __sub__(self, other):
+        # return self - other (in milliseconds)
+        try:
+            timing = handle_return(driver.cuEventElapsedTime(other.handle, self.handle))
+        except CUDAError as e:
+            raise RuntimeError(
+                "Timing capability must be enabled in order to subtract two Events; timing is disabled by default."
+            ) from e
+        return timing
+
     @property
     def is_timing_disabled(self) -> bool:
         """Return True if the event does not record timing data, otherwise False."""
diff --git a/cuda_core/docs/source/release/0.2.0-notes.rst b/cuda_core/docs/source/release/0.2.0-notes.rst
index 9719377a35..02f586d58f 100644
--- a/cuda_core/docs/source/release/0.2.0-notes.rst
+++ b/cuda_core/docs/source/release/0.2.0-notes.rst
@@ -27,7 +27,8 @@ New features
 - Expose :class:`ObjectCode` as a public API, which allows loading cubins from memory or disk. For loading other kinds of code types, please continue using :class:`Program`.
 - A C++ helper function ``get_cuda_native_handle()`` is provided in the new ``include/utility.cuh`` header to retrive the underlying CUDA C objects (ex: ``CUstream``) from a Python object returned by the ``.handle`` attribute (ex: :attr:`Stream.handle`).
 - For objects such as :class:`Program` and :class:`Linker` that could dispatch to different backends, a new ``.backend`` attribute is provided to query this information.
-- An :class:`~_event.Event` may now be created without recording it to a :class:`Stream` using the :meth:`Device.create_event`` method.
+- Support CUDA event timing.
+- An :class:`~_event.Event` may now be created without recording it to a :class:`~_stream.Stream` using the :meth:`Device.create_event` method.
 
 Limitations
 -----------
diff --git a/cuda_core/tests/test_event.py b/cuda_core/tests/test_event.py
index 3cae72bc30..384cf45867 100644
--- a/cuda_core/tests/test_event.py
+++ b/cuda_core/tests/test_event.py
@@ -6,6 +6,8 @@
 # this software and related documentation outside the terms of the EULA
 # is strictly prohibited.
 
+import time
+
 import pytest
 
 import cuda.core.experimental
@@ -21,8 +23,23 @@ def test_event_init_disabled():
 def test_timing(init_cuda, enable_timing):
     options = EventOptions(enable_timing=enable_timing)
     stream = Device().create_stream()
-    event = stream.record(options=options)
-    assert event.is_timing_disabled == (not enable_timing if enable_timing is not None else True)
+    delay_seconds = 0.5
+    e1 = stream.record(options=options)
+    time.sleep(delay_seconds)
+    e2 = stream.record(options=options)
+    e2.sync()
+    for e in (e1, e2):
+        assert e.is_timing_disabled == (True if enable_timing is None else not enable_timing)
+    if enable_timing:
+        elapsed_time_ms = e2 - e1
+        assert isinstance(elapsed_time_ms, float)
+        assert delay_seconds * 1000 <= elapsed_time_ms < delay_seconds * 1000 + 2  # tolerance 2 ms
+    else:
+        with pytest.raises(RuntimeError) as e:
+            elapsed_time_ms = e2 - e1
+            msg = str(e)
+            assert "disabled by default" in msg
+            assert "CUDA_ERROR_INVALID_HANDLE" in msg
 
 
 def test_is_sync_busy_waited(init_cuda):