diff --git a/changelogs/fragments/ansible-test-pylint-deprecated-fix.yml b/changelogs/fragments/ansible-test-pylint-deprecated-fix.yml
new file mode 100644
index 00000000000..9dabcd0c3a3
--- /dev/null
+++ b/changelogs/fragments/ansible-test-pylint-deprecated-fix.yml
@@ -0,0 +1,2 @@
+bugfixes:
+  - ansible-test - Updated the ``pylint`` sanity test to skip some deprecation validation checks when all arguments are dynamic.
diff --git a/test/integration/targets/ansible-test-sanity-pylint/ansible_collections/ns/col/plugins/lookup/deprecated.py b/test/integration/targets/ansible-test-sanity-pylint/ansible_collections/ns/col/plugins/lookup/deprecated.py
index afb9edb2e14..3cb92997313 100644
--- a/test/integration/targets/ansible-test-sanity-pylint/ansible_collections/ns/col/plugins/lookup/deprecated.py
+++ b/test/integration/targets/ansible-test-sanity-pylint/ansible_collections/ns/col/plugins/lookup/deprecated.py
@@ -83,3 +83,10 @@ def do_stuff() -> None:
     foreign_global_display.deprecated('', version='2.0.0', collection_name='ns.col')
     _display.deprecated('', version='2.0.0', collection_name='ns.col')
     give_me_a_func()("hello")  # not detected
+
+    # don't validate date/version/collection_name if all are dynamic
+    a_msg = 'message not checked'
+    a_date = 'date not checked'
+    a_version = 'version not checked'
+    a_collection_name = 'mismatched'
+    _display.deprecated(msg=a_msg, date=a_date, version=a_version, collection_name=a_collection_name)
diff --git a/test/lib/ansible_test/_util/controller/sanity/pylint/plugins/deprecated_calls.py b/test/lib/ansible_test/_util/controller/sanity/pylint/plugins/deprecated_calls.py
index 3447e857614..a350be5aca8 100644
--- a/test/lib/ansible_test/_util/controller/sanity/pylint/plugins/deprecated_calls.py
+++ b/test/lib/ansible_test/_util/controller/sanity/pylint/plugins/deprecated_calls.py
@@ -39,6 +39,10 @@ class DeprecationCallArgs:
     removed: object = None  # only on Display.deprecated
     value: object = None  # only on deprecate_value
 
+    def all_args_dynamic(self) -> bool:
+        """True if all args are dynamic or None, otherwise False."""
+        return all(arg is None or isinstance(arg, astroid.NodeNG) for arg in dataclasses.asdict(self).values())
+
 
 class AnsibleDeprecatedChecker(pylint.checkers.BaseChecker):
     """Checks for deprecated calls to ensure proper usage."""
@@ -346,6 +350,10 @@ class AnsibleDeprecatedChecker(pylint.checkers.BaseChecker):
             self.add_message('ansible-deprecated-date-not-permitted', node=node, args=(name,))
             return
 
+        if call_args.all_args_dynamic():
+            # assume collection maintainers know what they're doing if all args are dynamic
+            return
+
         if call_args.version and call_args.date:
             self.add_message('ansible-deprecated-both-version-and-date', node=node, args=(name,))
             return
@@ -407,10 +415,13 @@ class AnsibleDeprecatedChecker(pylint.checkers.BaseChecker):
                 self.add_message('ansible-deprecated-unnecessary-collection-name', node=node, args=('deprecator', name,))
                 return
 
+        if args.all_args_dynamic():
+            # assume collection maintainers know what they're doing if all args are dynamic
+            return
+
         expected_collection_name = 'ansible.builtin' if self.is_ansible_core else self.collection_name
 
         if args.collection_name and args.collection_name != expected_collection_name:
-            # if collection_name is provided and a constant, report when it does not match the expected name
             self.add_message('wrong-collection-deprecated', node=node, args=(args.collection_name, name))
 
     def check_version(self, node: astroid.Call, name: str, args: DeprecationCallArgs) -> None: