diff --git a/litellm/litellm_core_utils/prompt_templates/factory.py b/litellm/litellm_core_utils/prompt_templates/factory.py
index c1635158d3b..06abb591717 100644
--- a/litellm/litellm_core_utils/prompt_templates/factory.py
+++ b/litellm/litellm_core_utils/prompt_templates/factory.py
@@ -4377,6 +4377,7 @@ class BedrockConverseMessagesProcessor:
                             _cache_point_block = litellm.AmazonConverseConfig()._get_cache_point_block(
                                 message_block=cast(OpenAIMessageContentListBlock, element),
                                 block_type="content_block",
+                                model=model,
                             )
                             if _cache_point_block is not None:
                                 _parts.append(_cache_point_block)
@@ -4384,7 +4385,7 @@ class BedrockConverseMessagesProcessor:
                 elif message_block["content"] and isinstance(message_block["content"], str):
                     _part = BedrockContentBlock(text=messages[msg_i]["content"])
                     _cache_point_block = litellm.AmazonConverseConfig()._get_cache_point_block(
-                        message_block, block_type="content_block"
+                        message_block, block_type="content_block", model=model
                     )
                     user_content.append(_part)
                     if _cache_point_block is not None:
@@ -4509,6 +4510,7 @@ class BedrockConverseMessagesProcessor:
                         _cache_point_block = litellm.AmazonConverseConfig()._get_cache_point_block(
                             message_block=cast(OpenAIMessageContentListBlock, element),
                             block_type="content_block",
+                            model=model,
                         )
                         if _cache_point_block is not None:
                             assistants_parts.append(_cache_point_block)
@@ -4520,7 +4522,7 @@ class BedrockConverseMessagesProcessor:
                     # If content is empty/whitespace, skip it (don't add a placeholder)
                     # Add cache point block for assistant string content
                     _cache_point_block = litellm.AmazonConverseConfig()._get_cache_point_block(
-                        assistant_message_block, block_type="content_block"
+                        assistant_message_block, block_type="content_block", model=model
                     )
                     if _cache_point_block is not None:
                         assistant_content.append(_cache_point_block)
@@ -4745,6 +4747,7 @@ def _bedrock_converse_messages_pt(
                         _cache_point_block = litellm.AmazonConverseConfig()._get_cache_point_block(
                             message_block=cast(OpenAIMessageContentListBlock, element),
                             block_type="content_block",
+                            model=model,
                         )
                         if _cache_point_block is not None:
                             _parts.append(_cache_point_block)
@@ -4752,7 +4755,7 @@ def _bedrock_converse_messages_pt(
             elif message_block["content"] and isinstance(message_block["content"], str):
                 _part = BedrockContentBlock(text=messages[msg_i]["content"])
                 _cache_point_block = litellm.AmazonConverseConfig()._get_cache_point_block(
-                    message_block, block_type="content_block"
+                    message_block, block_type="content_block", model=model
                 )
                 user_content.append(_part)
                 if _cache_point_block is not None:
@@ -4882,6 +4885,7 @@ def _bedrock_converse_messages_pt(
                         _cache_point_block = litellm.AmazonConverseConfig()._get_cache_point_block(
                             message_block=cast(OpenAIMessageContentListBlock, element),
                             block_type="content_block",
+                            model=model,
                         )
                         if _cache_point_block is not None:
                             assistants_parts.append(_cache_point_block)
@@ -4892,7 +4896,7 @@ def _bedrock_converse_messages_pt(
                     assistant_content.append(BedrockContentBlock(text=_assistant_content))
                 # Add cache point block for assistant string content
                 _cache_point_block = litellm.AmazonConverseConfig()._get_cache_point_block(
-                    assistant_message_block, block_type="content_block"
+                    assistant_message_block, block_type="content_block", model=model
                 )
                 if _cache_point_block is not None:
                     assistant_content.append(_cache_point_block)
diff --git a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py
index 1d5289737f1..bcda88ea609 100644
--- a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py
+++ b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py
@@ -3085,3 +3085,84 @@ def test_bedrock_converse_messages_pt_document_rejects_url_source():
         _bedrock_converse_messages_pt(
             messages, "anthropic.claude-sonnet-4-6", "bedrock"
         )
+
+
+def _collect_cache_points(blocks):
+    return [
+        block["cachePoint"]
+        for message in blocks
+        for block in message["content"]
+        if "cachePoint" in block
+    ]
+
+
+@pytest.mark.parametrize(
+    "messages",
+    [
+        [
+            {
+                "role": "user",
+                "content": [
+                    {
+                        "type": "text",
+                        "text": "conversation history",
+                        "cache_control": {"type": "ephemeral", "ttl": "1h"},
+                    }
+                ],
+            },
+        ],
+        [
+            {"role": "user", "content": "hello"},
+            {
+                "role": "assistant",
+                "content": [
+                    {
+                        "type": "text",
+                        "text": "assistant reply",
+                        "cache_control": {"type": "ephemeral", "ttl": "1h"},
+                    }
+                ],
+            },
+        ],
+    ],
+)
+def test_bedrock_converse_message_level_cache_point_preserves_ttl(messages):
+    """
+    Regression for https://github.com/BerriAI/litellm/issues/32154: message-level
+    cache_control ttl was silently dropped because the message-level
+    _get_cache_point_block call sites never passed model=, so multi-turn prefixes
+    fell back to the 5m default while the system prompt kept 1h, churning the
+    cache every turn on models like Opus 4.8.
+    """
+    result = _bedrock_converse_messages_pt(
+        messages=messages,
+        model="eu.anthropic.claude-opus-4-8",
+        llm_provider="bedrock",
+    )
+
+    cache_points = _collect_cache_points(result)
+    assert cache_points == [{"type": "default", "ttl": "1h"}]
+
+
+@pytest.mark.asyncio
+async def test_bedrock_converse_message_level_cache_point_preserves_ttl_async():
+    messages = [
+        {
+            "role": "user",
+            "content": [
+                {
+                    "type": "text",
+                    "text": "conversation history",
+                    "cache_control": {"type": "ephemeral", "ttl": "1h"},
+                }
+            ],
+        },
+    ]
+
+    result = await BedrockConverseMessagesProcessor._bedrock_converse_messages_pt_async(
+        messages=messages,
+        model="eu.anthropic.claude-opus-4-8",
+        llm_provider="bedrock",
+    )
+
+    assert _collect_cache_points(result) == [{"type": "default", "ttl": "1h"}]