diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 118d77ff71151..c5c5cc09a0e7a 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -92,7 +92,7 @@ repos:
         args: [--disable=all, --enable=redefined-outer-name]
         stages: [manual]
 -   repo: https://github.com/PyCQA/isort
-    rev: 5.11.4
+    rev: 5.12.0
     hooks:
     -   id: isort
 -   repo: https://github.com/asottile/pyupgrade
diff --git a/pandas/io/parsers/readers.py b/pandas/io/parsers/readers.py
index 410b4fc0bf9c0..178ec1076bfda 100644
--- a/pandas/io/parsers/readers.py
+++ b/pandas/io/parsers/readers.py
@@ -891,6 +891,7 @@ def read_csv(
             "A strict version of it is now the default, see "
             "https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. "
             "You can safely remove this argument.",
+            FutureWarning,
             stacklevel=find_stack_level(),
         )
     # locals() should never be modified
@@ -1207,6 +1208,17 @@ def read_table(
     storage_options: StorageOptions = None,
     use_nullable_dtypes: bool | lib.NoDefault = lib.no_default,
 ) -> DataFrame | TextFileReader:
+    if infer_datetime_format is not lib.no_default:
+        warnings.warn(
+            "The argument 'infer_datetime_format' is deprecated and will "
+            "be removed in a future version. "
+            "A strict version of it is now the default, see "
+            "https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. "
+            "You can safely remove this argument.",
+            FutureWarning,
+            stacklevel=find_stack_level(),
+        )
+
     # locals() should never be modified
     kwds = locals().copy()
     del kwds["filepath_or_buffer"]
diff --git a/pandas/tests/io/parser/test_parse_dates.py b/pandas/tests/io/parser/test_parse_dates.py
index fc477a899d089..9aebadd833506 100644
--- a/pandas/tests/io/parser/test_parse_dates.py
+++ b/pandas/tests/io/parser/test_parse_dates.py
@@ -1290,16 +1290,21 @@ def test_parse_dates_empty_string(all_parsers):
     tm.assert_frame_equal(result, expected)
 
 
-def test_parse_dates_infer_datetime_format_warning(all_parsers):
-    # GH 49024
+@pytest.mark.parametrize(
+    "reader", ["read_csv_check_warnings", "read_table_check_warnings"]
+)
+def test_parse_dates_infer_datetime_format_warning(all_parsers, reader):
+    # GH 49024, 51017
     parser = all_parsers
     data = "Date,test\n2012-01-01,1\n,2"
-    parser.read_csv_check_warnings(
-        UserWarning,
+
+    getattr(parser, reader)(
+        FutureWarning,
         "The argument 'infer_datetime_format' is deprecated",
         StringIO(data),
         parse_dates=["Date"],
         infer_datetime_format=True,
+        sep=",",
     )