diff --git a/pandas/tests/groupby/test_groupby.py b/pandas/tests/groupby/test_groupby.py
index 2e432a768af9e..7bda7c575d994 100644
--- a/pandas/tests/groupby/test_groupby.py
+++ b/pandas/tests/groupby/test_groupby.py
@@ -3058,3 +3058,27 @@ def test_groupby_selection_other_methods(df):
     tm.assert_frame_equal(
         g.filter(lambda x: len(x) == 3), g_exp.filter(lambda x: len(x) == 3)
     )
+
+
+def test_groupby_with_Time_Grouper():
+    idx2 = [
+        to_datetime("2016-08-31 22:08:12.000"),
+        to_datetime("2016-08-31 22:09:12.200"),
+        to_datetime("2016-08-31 22:20:12.400"),
+    ]
+
+    test_data = DataFrame(
+        {"quant": [1.0, 1.0, 3.0], "quant2": [1.0, 1.0, 3.0], "time2": idx2}
+    )
+
+    expected_output = DataFrame(
+        {
+            "time2": date_range("2016-08-31 22:08:00", periods=13, freq="1T"),
+            "quant": [1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1],
+            "quant2": [1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1],
+        }
+    )
+
+    df = test_data.groupby(Grouper(key="time2", freq="1T")).count().reset_index()
+
+    tm.assert_frame_equal(df, expected_output)