diff --git a/litellm/caching/in_memory_cache.py b/litellm/caching/in_memory_cache.py
index 56c9147e066..9a970e64039 100644
--- a/litellm/caching/in_memory_cache.py
+++ b/litellm/caching/in_memory_cache.py
@@ -8,6 +8,7 @@ Has 4 methods:
     - async_get_cache
 """
 
+import copy
 import heapq
 import json
 import sys
@@ -208,7 +209,25 @@ class InMemoryCache(BaseCache):
             return True
         return False
 
-    def get_cache(self, key, **kwargs):
+    @staticmethod
+    def _copy_cached_value(value: Any) -> Any:
+        """Return a read-isolated value without making the cache brittle.
+
+        In-memory cache entries can contain Pydantic models and mutable
+        containers. Live resources such as SDK clients are deliberately left
+        alone; attempting to deepcopy them can create partially initialized
+        transports before failing. A failed deepcopy should not turn a cache
+        hit into a request failure, so retain the existing value as a last
+        resort.
+        """
+        if not isinstance(value, (dict, list, set, tuple, frozenset, bytearray, BaseModel)):
+            return value
+        try:
+            return copy.deepcopy(value)
+        except Exception:  # noqa: BLE001 - cache reads must tolerate non-copyable values
+            return value
+
+    def _get_cache_value(self, key, *, copy_value: bool) -> Any:
         if key in self.cache_dict:
             if self.evict_element_if_expired(key):
                 return None
@@ -217,9 +236,12 @@ class InMemoryCache(BaseCache):
                 cached_response = json.loads(original_cached_response)
             except Exception:
                 cached_response = original_cached_response
-            return cached_response
+            return self._copy_cached_value(cached_response) if copy_value else cached_response
         return None
 
+    def get_cache(self, key, **kwargs):
+        return self._get_cache_value(key=key, copy_value=True)
+
     def batch_get_cache(self, keys: list, **kwargs):
         return_val: Final = []
         for k in keys:
diff --git a/litellm/caching/llm_caching_handler.py b/litellm/caching/llm_caching_handler.py
index a89e43b78b4..9441fa3b157 100644
--- a/litellm/caching/llm_caching_handler.py
+++ b/litellm/caching/llm_caching_handler.py
@@ -72,7 +72,9 @@ class LLMClientCache(InMemoryCache):
         key = self.update_cache_key_with_event_loop(key)
         self.evicted_client_closer.reap()
 
-        return super().get_cache(key, **kwargs)
+        # SDK/httpx clients are live resources. Returning a deepcopy would
+        # detach the caller from the client tracked by the eviction closer.
+        return super()._get_cache_value(key=key, copy_value=False)
 
     async def async_get_cache(self, key, **kwargs):
         key = self.update_cache_key_with_event_loop(key)
diff --git a/tests/unit/caching/test_in_memory_cache.py b/tests/unit/caching/test_in_memory_cache.py
index 40ad4f0c6f0..c9135825e59 100644
--- a/tests/unit/caching/test_in_memory_cache.py
+++ b/tests/unit/caching/test_in_memory_cache.py
@@ -3,14 +3,13 @@ import json
 import threading
 import time
 from concurrent.futures import ThreadPoolExecutor
-from unittest.mock import MagicMock, patch
+from unittest.mock import AsyncMock, MagicMock, patch
 
 import httpx
 import pytest
 import respx
 from fastapi.testclient import TestClient
-
-from unittest.mock import AsyncMock
+from pydantic import BaseModel
 
 from litellm.caching.in_memory_cache import InMemoryCache
 
@@ -45,6 +44,41 @@ async def test_async_increment_delegates_to_locked_sync_path():
     assert cache.get_cache("counter") == 5
 
 
+def test_in_memory_cache_returns_read_isolated_mutable_values():
+    cache = InMemoryCache()
+    cache.set_cache("user", {"spend": 1.0, "metadata": {"region": "us"}})
+
+    cached = cache.get_cache("user")
+    assert cached == {"spend": 1.0, "metadata": {"region": "us"}}
+    assert cached is not cache.cache_dict["user"]
+
+    cached["spend"] = 50
+    cached["metadata"]["region"] = "eu"
+
+    assert cache.get_cache("user") == {"spend": 1.0, "metadata": {"region": "us"}}
+
+
+def test_in_memory_cache_returns_read_isolated_pydantic_models():
+    class CachedBudget(BaseModel):
+        spend: float
+        metadata: dict[str, str]
+
+    cache = InMemoryCache()
+    cache.set_cache("budget", CachedBudget(spend=1.0, metadata={"region": "us"}))
+
+    cached = cache.get_cache("budget")
+    assert isinstance(cached, CachedBudget)
+    assert cached is not cache.cache_dict["budget"]
+
+    cached.spend = 50
+    cached.metadata["region"] = "eu"
+
+    stored = cache.get_cache("budget")
+    assert isinstance(stored, CachedBudget)
+    assert stored.spend == 1.0
+    assert stored.metadata == {"region": "us"}
+
+
 def test_in_memory_openai_obj_cache():
     from openai import OpenAI
 
diff --git a/tests/unit/caching/test_llm_caching_handler.py b/tests/unit/caching/test_llm_caching_handler.py
index dd81b877c0e..2a1660a6459 100644
--- a/tests/unit/caching/test_llm_caching_handler.py
+++ b/tests/unit/caching/test_llm_caching_handler.py
@@ -38,6 +38,15 @@ class MockSyncClient:
         self.closed = True
 
 
+def test_client_cache_returns_live_client_reference():
+    cache = LLMClientCache()
+    client = MockSyncClient()
+
+    cache.set_cache("client", client)
+
+    assert cache.get_cache("client") is client
+
+
 @pytest.mark.asyncio
 async def test_remove_key_does_not_close_async_client():
     """