diff --git a/libs/core/tests/benchmarks/test_async_callbacks.py b/libs/core/tests/benchmarks/test_async_callbacks.py
index 0a3c9127dc4..d07224c375e 100644
--- a/libs/core/tests/benchmarks/test_async_callbacks.py
+++ b/libs/core/tests/benchmarks/test_async_callbacks.py
@@ -1,40 +1,44 @@
-# ruff: noqa: ARG002
 import asyncio
 from itertools import cycle
-from typing import Any
+from typing import Any, Optional, Union
+from uuid import UUID
 
 import pytest
-from pytest_benchmark.fixture import BenchmarkFixture  # type: ignore
+from pytest_benchmark.fixture import BenchmarkFixture  # type: ignore[import-untyped]
+from typing_extensions import override
 
 from langchain_core.callbacks.base import AsyncCallbackHandler
 from langchain_core.language_models import GenericFakeChatModel
-from langchain_core.messages import AIMessage
+from langchain_core.messages import AIMessage, BaseMessage
+from langchain_core.outputs import ChatGenerationChunk, GenerationChunk
 
 
 class MyCustomAsyncHandler(AsyncCallbackHandler):
+    @override
     async def on_chat_model_start(
         self,
-        serialized: Any,
-        messages: Any,
+        serialized: dict[str, Any],
+        messages: list[list[BaseMessage]],
         *,
-        run_id: Any,
-        parent_run_id: Any = None,
-        tags: Any = None,
-        metadata: Any = None,
+        run_id: UUID,
+        parent_run_id: Optional[UUID] = None,
+        tags: Optional[list[str]] = None,
+        metadata: Optional[dict[str, Any]] = None,
         **kwargs: Any,
     ) -> Any:
         # Do nothing
         # Required to implement since this is an abstract method
         pass
 
+    @override
     async def on_llm_new_token(
         self,
         token: str,
         *,
-        chunk: Any = None,
-        run_id: Any,
-        parent_run_id: Any = None,
-        tags: Any = None,
+        chunk: Optional[Union[GenerationChunk, ChatGenerationChunk]] = None,
+        run_id: UUID,
+        parent_run_id: Optional[UUID] = None,
+        tags: Optional[list[str]] = None,
         **kwargs: Any,
     ) -> None:
         await asyncio.sleep(0)