diff --git a/news/875.bugfix.md b/news/875.bugfix.md
new file mode 100644
index 0000000000..7586bc8781
--- /dev/null
+++ b/news/875.bugfix.md
@@ -0,0 +1 @@
+Fix the compatibility issue with `pip>=22.0`.
diff --git a/pdm/models/pip_shims.py b/pdm/models/pip_shims.py
index 65a0137b6e..929a211ea3 100644
--- a/pdm/models/pip_shims.py
+++ b/pdm/models/pip_shims.py
@@ -7,6 +7,7 @@
 
 import atexit
 import inspect
+from functools import partial
 from typing import TYPE_CHECKING, Any, Optional, Tuple
 
 from pip._internal.cache import WheelCache
@@ -41,6 +42,10 @@
     from optparse import Values
 
 
+if "verbosity" in inspect.getfullargspec(unpack_url).args:
+    unpack_url = partial(unpack_url, verbosity=0)
+
+
 class InstallCommand(_InstallCommand):
     def __init__(self) -> None:
         super().__init__(name="InstallCommand", summary="Install packages.")