[Feat - Cost Tracking improvement] Track prompt caching metrics in DailyUserSpendTransactions (#10029)

* stash changes

* emit cache read/write tokens to daily spend update

* emit cache read/write tokens on daily activity

* update types.ts

* docs prompt caching

* undo ui change

* fix activity metrics

* fix prompt caching metrics

* fix typed dict fields

* fix get_aggregated_daily_spend_update_transactions

* fix aggregating cache tokens

* test_cache_token_fields_aggregation

* daily_transaction

* add cache_creation_input_tokens and cache_read_input_tokens to LiteLLM_DailyUserSpend

* test_daily_spend_update_queue.py

litellm-proxy-extras/litellm_proxy_extras/migrations/20250415151647_add_cache_read_write_tokens_daily_spend_transactions/migration.sql

@@ -0,0 +1,4 @@
+-- AlterTable
+ALTER TABLE "LiteLLM_DailyUserSpend" ADD COLUMN     "cache_creation_input_tokens" INTEGER NOT NULL DEFAULT 0,
+ADD COLUMN     "cache_read_input_tokens" INTEGER NOT NULL DEFAULT 0;
+

litellm-proxy-extras/litellm_proxy_extras/schema.prisma

@@ -326,6 +326,8 @@ model LiteLLM_DailyUserSpend {
   custom_llm_provider String?  
   prompt_tokens       Int      @default(0)
   completion_tokens   Int      @default(0)
+  cache_read_input_tokens     Int      @default(0)
+  cache_creation_input_tokens Int      @default(0)
   spend               Float    @default(0.0)
   api_requests        Int      @default(0)
   successful_requests Int      @default(0)

litellm/proxy/_types.py

@@ -2777,8 +2777,14 @@ class BaseDailySpendTransaction(TypedDict):
     model: str
     model_group: Optional[str]
     custom_llm_provider: Optional[str]
+
+    # token count metrics
     prompt_tokens: int
     completion_tokens: int
+    cache_read_input_tokens: int
+    cache_creation_input_tokens: int
+
+    # request level metrics
     spend: float
     api_requests: int
     successful_requests: int

litellm/proxy/db/db_spend_update_writer.py

@@ -6,6 +6,7 @@ Module responsible for
 """
 
 import asyncio
+import json
 import os
 import time
 import traceback
@@ -24,6 +25,7 @@ from litellm.proxy._types import (
     DBSpendUpdateTransactions,
     Litellm_EntityType,
     LiteLLM_UserTable,
+    SpendLogsMetadata,
     SpendLogsPayload,
     SpendUpdateQueueItem,
 )
@@ -806,6 +808,12 @@ class DBSpendUpdateWriter:
                                         "completion_tokens": transaction[
                                             "completion_tokens"
                                         ],
+                                        "cache_read_input_tokens": transaction.get(
+                                            "cache_read_input_tokens", 0
+                                        ),
+                                        "cache_creation_input_tokens": transaction.get(
+                                            "cache_creation_input_tokens", 0
+                                        ),
                                         "spend": transaction["spend"],
                                         "api_requests": transaction["api_requests"],
                                         "successful_requests": transaction[
@@ -824,6 +832,16 @@ class DBSpendUpdateWriter:
                                                 "completion_tokens"
                                             ]
                                         },
+                                        "cache_read_input_tokens": {
+                                            "increment": transaction.get(
+                                                "cache_read_input_tokens", 0
+                                            )
+                                        },
+                                        "cache_creation_input_tokens": {
+                                            "increment": transaction.get(
+                                                "cache_creation_input_tokens", 0
+                                            )
+                                        },
                                         "spend": {"increment": transaction["spend"]},
                                         "api_requests": {
                                             "increment": transaction["api_requests"]
@@ -1024,6 +1042,8 @@ class DBSpendUpdateWriter:
 
         request_status = prisma_client.get_request_status(payload)
         verbose_proxy_logger.info(f"Logged request status: {request_status}")
+        _metadata: SpendLogsMetadata = json.loads(payload["metadata"])
+        usage_obj = _metadata.get("usage_object", {}) or {}
         if isinstance(payload["startTime"], datetime):
             start_time = payload["startTime"].isoformat()
             date = start_time.split("T")[0]
@@ -1047,6 +1067,12 @@ class DBSpendUpdateWriter:
                 api_requests=1,
                 successful_requests=1 if request_status == "success" else 0,
                 failed_requests=1 if request_status != "success" else 0,
+                cache_read_input_tokens=usage_obj.get("cache_read_input_tokens", 0)
+                or 0,
+                cache_creation_input_tokens=usage_obj.get(
+                    "cache_creation_input_tokens", 0
+                )
+                or 0,
             )
             return daily_transaction
         except Exception as e:

litellm/proxy/db/db_transaction_queue/daily_spend_update_queue.py

@@ -53,9 +53,9 @@ class DailySpendUpdateQueue(BaseUpdateQueue):
 
     def __init__(self):
         super().__init__()
-        self.update_queue: asyncio.Queue[
-            Dict[str, BaseDailySpendTransaction]
-        ] = asyncio.Queue()
+        self.update_queue: asyncio.Queue[Dict[str, BaseDailySpendTransaction]] = (
+            asyncio.Queue()
+        )
 
     async def add_update(self, update: Dict[str, BaseDailySpendTransaction]):
         """Enqueue an update."""
@@ -72,9 +72,9 @@ class DailySpendUpdateQueue(BaseUpdateQueue):
         Combine all updates in the queue into a single update.
         This is used to reduce the size of the in-memory queue.
         """
-        updates: List[
-            Dict[str, BaseDailySpendTransaction]
-        ] = await self.flush_all_updates_from_in_memory_queue()
+        updates: List[Dict[str, BaseDailySpendTransaction]] = (
+            await self.flush_all_updates_from_in_memory_queue()
+        )
         aggregated_updates = self.get_aggregated_daily_spend_update_transactions(
             updates
         )
@@ -98,7 +98,7 @@ class DailySpendUpdateQueue(BaseUpdateQueue):
 
     @staticmethod
     def get_aggregated_daily_spend_update_transactions(
-        updates: List[Dict[str, BaseDailySpendTransaction]]
+        updates: List[Dict[str, BaseDailySpendTransaction]],
     ) -> Dict[str, BaseDailySpendTransaction]:
         """Aggregate updates by daily_transaction_key."""
         aggregated_daily_spend_update_transactions: Dict[
@@ -118,6 +118,16 @@ class DailySpendUpdateQueue(BaseUpdateQueue):
                         "successful_requests"
                     ]
                     daily_transaction["failed_requests"] += payload["failed_requests"]
+
+                    # Add optional metrics cache_read_input_tokens and cache_creation_input_tokens
+                    daily_transaction["cache_read_input_tokens"] = (
+                        payload.get("cache_read_input_tokens", 0) or 0
+                    ) + daily_transaction.get("cache_read_input_tokens", 0)
+
+                    daily_transaction["cache_creation_input_tokens"] = (
+                        payload.get("cache_creation_input_tokens", 0) or 0
+                    ) + daily_transaction.get("cache_creation_input_tokens", 0)
+
                 else:
                     aggregated_daily_spend_update_transactions[_key] = deepcopy(payload)
         return aggregated_daily_spend_update_transactions

litellm/proxy/management_endpoints/internal_user_endpoints.py

@@ -82,9 +82,9 @@ def _update_internal_new_user_params(data_json: dict, data: NewUserRequest) -> d
         data_json["user_id"] = str(uuid.uuid4())
     auto_create_key = data_json.pop("auto_create_key", True)
     if auto_create_key is False:
-        data_json[
-            "table_name"
-        ] = "user"  # only create a user, don't create key if 'auto_create_key' set to False
+        data_json["table_name"] = (
+            "user"  # only create a user, don't create key if 'auto_create_key' set to False
+        )
 
     is_internal_user = False
     if data.user_role and data.user_role.is_internal_user_role:
@@ -651,9 +651,9 @@ def _update_internal_user_params(data_json: dict, data: UpdateUserRequest) -> di
         "budget_duration" not in non_default_values
     ):  # applies internal user limits, if user role updated
         if is_internal_user and litellm.internal_user_budget_duration is not None:
-            non_default_values[
-                "budget_duration"
-            ] = litellm.internal_user_budget_duration
+            non_default_values["budget_duration"] = (
+                litellm.internal_user_budget_duration
+            )
             duration_s = duration_in_seconds(
                 duration=non_default_values["budget_duration"]
             )
@@ -964,13 +964,13 @@ async def get_users(
             "in": user_id_list,  # Now passing a list of strings as required by Prisma
         }
 
-    users: Optional[
-        List[LiteLLM_UserTable]
-    ] = await prisma_client.db.litellm_usertable.find_many(
-        where=where_conditions,
-        skip=skip,
-        take=page_size,
-        order={"created_at": "desc"},
+    users: Optional[List[LiteLLM_UserTable]] = (
+        await prisma_client.db.litellm_usertable.find_many(
+            where=where_conditions,
+            skip=skip,
+            take=page_size,
+            order={"created_at": "desc"},
+        )
     )
 
     # Get total count of user rows
@@ -1225,13 +1225,13 @@ async def ui_view_users(
             }
 
         # Query users with pagination and filters
-        users: Optional[
-            List[BaseModel]
-        ] = await prisma_client.db.litellm_usertable.find_many(
-            where=where_conditions,
-            skip=skip,
-            take=page_size,
-            order={"created_at": "desc"},
+        users: Optional[List[BaseModel]] = (
+            await prisma_client.db.litellm_usertable.find_many(
+                where=where_conditions,
+                skip=skip,
+                take=page_size,
+                order={"created_at": "desc"},
+            )
         )
 
         if not users:
@@ -1258,6 +1258,8 @@ class SpendMetrics(BaseModel):
     spend: float = Field(default=0.0)
     prompt_tokens: int = Field(default=0)
     completion_tokens: int = Field(default=0)
+    cache_read_input_tokens: int = Field(default=0)
+    cache_creation_input_tokens: int = Field(default=0)
     total_tokens: int = Field(default=0)
     successful_requests: int = Field(default=0)
     failed_requests: int = Field(default=0)
@@ -1312,6 +1314,8 @@ class DailySpendMetadata(BaseModel):
     total_api_requests: int = Field(default=0)
     total_successful_requests: int = Field(default=0)
     total_failed_requests: int = Field(default=0)
+    total_cache_read_input_tokens: int = Field(default=0)
+    total_cache_creation_input_tokens: int = Field(default=0)
     page: int = Field(default=1)
     total_pages: int = Field(default=1)
     has_more: bool = Field(default=False)
@@ -1332,6 +1336,8 @@ class LiteLLM_DailyUserSpend(BaseModel):
     custom_llm_provider: Optional[str] = None
     prompt_tokens: int = 0
     completion_tokens: int = 0
+    cache_read_input_tokens: int = 0
+    cache_creation_input_tokens: int = 0
     spend: float = 0.0
     api_requests: int = 0
     successful_requests: int = 0
@@ -1349,6 +1355,8 @@ def update_metrics(
     group_metrics.spend += record.spend
     group_metrics.prompt_tokens += record.prompt_tokens
     group_metrics.completion_tokens += record.completion_tokens
+    group_metrics.cache_read_input_tokens += record.cache_read_input_tokens
+    group_metrics.cache_creation_input_tokens += record.cache_creation_input_tokens
     group_metrics.total_tokens += record.prompt_tokens + record.completion_tokens
     group_metrics.api_requests += record.api_requests
     group_metrics.successful_requests += record.successful_requests
@@ -1448,6 +1456,8 @@ async def get_user_daily_activity(
     - spend
     - prompt_tokens
     - completion_tokens
+    - cache_read_input_tokens
+    - cache_creation_input_tokens
     - total_tokens
     - api_requests
     - breakdown by model, api_key, provider
@@ -1484,9 +1494,9 @@ async def get_user_daily_activity(
             user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN
             and user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN_VIEW_ONLY
         ):
-            where_conditions[
-                "user_id"
-            ] = user_api_key_dict.user_id  # only allow access to own data
+            where_conditions["user_id"] = (
+                user_api_key_dict.user_id
+            )  # only allow access to own data
 
         # Get total count for pagination
         total_count = await prisma_client.db.litellm_dailyuserspend.count(
@@ -1560,6 +1570,10 @@ async def get_user_daily_activity(
             total_metrics.total_tokens += (
                 record.prompt_tokens + record.completion_tokens
             )
+            total_metrics.cache_read_input_tokens += record.cache_read_input_tokens
+            total_metrics.cache_creation_input_tokens += (
+                record.cache_creation_input_tokens
+            )
             total_metrics.api_requests += record.api_requests
             total_metrics.successful_requests += record.successful_requests
             total_metrics.failed_requests += record.failed_requests
@@ -1587,6 +1601,8 @@ async def get_user_daily_activity(
                 total_api_requests=total_metrics.api_requests,
                 total_successful_requests=total_metrics.successful_requests,
                 total_failed_requests=total_metrics.failed_requests,
+                total_cache_read_input_tokens=total_metrics.cache_read_input_tokens,
+                total_cache_creation_input_tokens=total_metrics.cache_creation_input_tokens,
                 page=page,
                 total_pages=-(-total_count // page_size),  # Ceiling division
                 has_more=(page * page_size) < total_count,

litellm/proxy/schema.prisma

@@ -326,6 +326,8 @@ model LiteLLM_DailyUserSpend {
   custom_llm_provider String?  
   prompt_tokens       Int      @default(0)
   completion_tokens   Int      @default(0)
+  cache_read_input_tokens     Int      @default(0)
+  cache_creation_input_tokens Int      @default(0)
   spend               Float    @default(0.0)
   api_requests        Int      @default(0)
   successful_requests Int      @default(0)

schema.prisma

@@ -326,6 +326,8 @@ model LiteLLM_DailyUserSpend {
   custom_llm_provider String?  
   prompt_tokens       Int      @default(0)
   completion_tokens   Int      @default(0)
+  cache_read_input_tokens     Int      @default(0)
+  cache_creation_input_tokens Int      @default(0)
   spend               Float    @default(0.0)
   api_requests        Int      @default(0)
   successful_requests Int      @default(0)

tests/litellm/proxy/db/db_transaction_queue/test_daily_spend_update_queue.py

@@ -204,6 +204,8 @@ async def test_get_aggregated_daily_spend_update_transactions_same_key():
         "api_requests": 2,  # 1 + 1
         "successful_requests": 2,  # 1 + 1
         "failed_requests": 0,  # 0 + 0
+        "cache_creation_input_tokens": 0,
+        "cache_read_input_tokens": 0,
     }
 
     updates = [{test_key: test_transaction1}, {test_key: test_transaction2}]
@@ -249,6 +251,8 @@ async def test_flush_and_get_aggregated_daily_spend_update_transactions(
         "api_requests": 2,  # 1 + 1
         "successful_requests": 2,  # 1 + 1
         "failed_requests": 0,  # 0 + 0
+        "cache_creation_input_tokens": 0,
+        "cache_read_input_tokens": 0,
     }
 
     # Add updates to queue
@@ -368,6 +372,48 @@ async def test_aggregate_queue_updates_accuracy(daily_spend_update_queue):
     assert daily_spend_update_transactions[test_key3]["failed_requests"] == 0
 
 
+@pytest.mark.asyncio
+async def test_cache_token_fields_aggregation(daily_spend_update_queue):
+    """Test that cache_read_input_tokens and cache_creation_input_tokens are handled and aggregated correctly."""
+    test_key = "user1_2023-01-01_key123_gpt-4_openai"
+    transaction1 = {
+        "spend": 1.0,
+        "prompt_tokens": 10,
+        "completion_tokens": 5,
+        "api_requests": 1,
+        "successful_requests": 1,
+        "failed_requests": 0,
+        "cache_read_input_tokens": 7,
+        "cache_creation_input_tokens": 3,
+    }
+    transaction2 = {
+        "spend": 2.0,
+        "prompt_tokens": 20,
+        "completion_tokens": 10,
+        "api_requests": 1,
+        "successful_requests": 1,
+        "failed_requests": 0,
+        "cache_read_input_tokens": 5,
+        "cache_creation_input_tokens": 4,
+    }
+    # Add both updates
+    await daily_spend_update_queue.add_update({test_key: transaction1})
+    await daily_spend_update_queue.add_update({test_key: transaction2})
+    # Aggregate
+    await daily_spend_update_queue.aggregate_queue_updates()
+    updates = await daily_spend_update_queue.flush_all_updates_from_in_memory_queue()
+    assert len(updates) == 1
+    agg = updates[0][test_key]
+    assert agg["cache_read_input_tokens"] == 12  # 7 + 5
+    assert agg["cache_creation_input_tokens"] == 7  # 3 + 4
+    assert agg["spend"] == 3.0
+    assert agg["prompt_tokens"] == 30
+    assert agg["completion_tokens"] == 15
+    assert agg["api_requests"] == 2
+    assert agg["successful_requests"] == 2
+    assert agg["failed_requests"] == 0
+
+
 @pytest.mark.asyncio
 async def test_queue_size_reduction_with_large_volume(
     monkeypatch, daily_spend_update_queue

ui/litellm-dashboard/src/components/activity_metrics.tsx

@@ -79,6 +79,21 @@ const ModelSection = ({ modelName, metrics }: { modelName: string; metrics: Mode
             stack
           />
         </Card>
+        
+        <Card>
+          <Title>Prompt Caching Metrics</Title>
+          <div className="mb-2">
+            <Text>Cache Read: {metrics.total_cache_read_input_tokens?.toLocaleString() || 0} tokens</Text>
+            <Text>Cache Creation: {metrics.total_cache_creation_input_tokens?.toLocaleString() || 0} tokens</Text>
+          </div>
+          <AreaChart
+            data={metrics.daily_data}
+            index="date"
+            categories={["metrics.cache_read_input_tokens", "metrics.cache_creation_input_tokens"]}
+            colors={["cyan", "purple"]}
+            valueFormatter={(number: number) => number.toLocaleString()}
+          />
+        </Card>
       </Grid>
     </div>
   );
@@ -97,6 +112,8 @@ export const ActivityMetrics: React.FC<ActivityMetricsProps> = ({ modelMetrics }
     total_successful_requests: 0,
     total_tokens: 0,
     total_spend: 0,
+    total_cache_read_input_tokens: 0,
+    total_cache_creation_input_tokens: 0,
     daily_data: {} as Record<string, {
       prompt_tokens: number;
       completion_tokens: number;
@@ -105,6 +122,8 @@ export const ActivityMetrics: React.FC<ActivityMetricsProps> = ({ modelMetrics }
       spend: number;
       successful_requests: number;
       failed_requests: number;
+      cache_read_input_tokens: number;
+      cache_creation_input_tokens: number;
     }>
   };
 
@@ -114,6 +133,8 @@ export const ActivityMetrics: React.FC<ActivityMetricsProps> = ({ modelMetrics }
     totalMetrics.total_successful_requests += model.total_successful_requests;
     totalMetrics.total_tokens += model.total_tokens;
     totalMetrics.total_spend += model.total_spend;
+    totalMetrics.total_cache_read_input_tokens += model.total_cache_read_input_tokens || 0;
+    totalMetrics.total_cache_creation_input_tokens += model.total_cache_creation_input_tokens || 0;
 
     // Aggregate daily data
     model.daily_data.forEach(day => {
@@ -125,7 +146,9 @@ export const ActivityMetrics: React.FC<ActivityMetricsProps> = ({ modelMetrics }
           api_requests: 0,
           spend: 0,
           successful_requests: 0,
-          failed_requests: 0
+          failed_requests: 0,
+          cache_read_input_tokens: 0,
+          cache_creation_input_tokens: 0
         };
       }
       totalMetrics.daily_data[day.date].prompt_tokens += day.metrics.prompt_tokens;
@@ -135,6 +158,8 @@ export const ActivityMetrics: React.FC<ActivityMetricsProps> = ({ modelMetrics }
       totalMetrics.daily_data[day.date].spend += day.metrics.spend;
       totalMetrics.daily_data[day.date].successful_requests += day.metrics.successful_requests;
       totalMetrics.daily_data[day.date].failed_requests += day.metrics.failed_requests;
+      totalMetrics.daily_data[day.date].cache_read_input_tokens += day.metrics.cache_read_input_tokens || 0;
+      totalMetrics.daily_data[day.date].cache_creation_input_tokens += day.metrics.cache_creation_input_tokens || 0;
     });
   });
 
@@ -233,6 +258,8 @@ export const processActivityData = (dailyActivity: { results: DailyData[] }): Re
           prompt_tokens: 0,
           completion_tokens: 0,
           total_spend: 0,
+          total_cache_read_input_tokens: 0,
+          total_cache_creation_input_tokens: 0,
           daily_data: []
         };
       }
@@ -245,6 +272,8 @@ export const processActivityData = (dailyActivity: { results: DailyData[] }): Re
       modelMetrics[model].total_spend += modelData.metrics.spend;
       modelMetrics[model].total_successful_requests += modelData.metrics.successful_requests;
       modelMetrics[model].total_failed_requests += modelData.metrics.failed_requests;
+      modelMetrics[model].total_cache_read_input_tokens += modelData.metrics.cache_read_input_tokens || 0;
+      modelMetrics[model].total_cache_creation_input_tokens += modelData.metrics.cache_creation_input_tokens || 0;
 
       // Add daily data
       modelMetrics[model].daily_data.push({
@@ -256,7 +285,9 @@ export const processActivityData = (dailyActivity: { results: DailyData[] }): Re
           api_requests: modelData.metrics.api_requests,
           spend: modelData.metrics.spend,
           successful_requests: modelData.metrics.successful_requests,
-          failed_requests: modelData.metrics.failed_requests
+          failed_requests: modelData.metrics.failed_requests,
+          cache_read_input_tokens: modelData.metrics.cache_read_input_tokens || 0,
+          cache_creation_input_tokens: modelData.metrics.cache_creation_input_tokens || 0
         }
       });
     });

ui/litellm-dashboard/src/components/new_usage.tsx

@@ -62,7 +62,9 @@ const NewUsagePage: React.FC<NewUsagePageProps> = ({
               total_tokens: 0,
               api_requests: 0,
               successful_requests: 0,
-              failed_requests: 0
+              failed_requests: 0,
+              cache_read_input_tokens: 0,
+              cache_creation_input_tokens: 0
             },
             metadata: {}
           };
@@ -74,6 +76,8 @@ const NewUsagePage: React.FC<NewUsagePageProps> = ({
         modelSpend[model].metrics.api_requests += metrics.metrics.api_requests;
         modelSpend[model].metrics.successful_requests += metrics.metrics.successful_requests || 0;
         modelSpend[model].metrics.failed_requests += metrics.metrics.failed_requests || 0;
+        modelSpend[model].metrics.cache_read_input_tokens += metrics.metrics.cache_read_input_tokens || 0;
+        modelSpend[model].metrics.cache_creation_input_tokens += metrics.metrics.cache_creation_input_tokens || 0;
       });
     });
     
@@ -104,7 +108,9 @@ const NewUsagePage: React.FC<NewUsagePageProps> = ({
               total_tokens: 0,
               api_requests: 0,
               successful_requests: 0,
-              failed_requests: 0
+              failed_requests: 0,
+              cache_read_input_tokens: 0,
+              cache_creation_input_tokens: 0
             },
             metadata: {}
           };
@@ -116,6 +122,8 @@ const NewUsagePage: React.FC<NewUsagePageProps> = ({
         providerSpend[provider].metrics.api_requests += metrics.metrics.api_requests;
         providerSpend[provider].metrics.successful_requests += metrics.metrics.successful_requests || 0;
         providerSpend[provider].metrics.failed_requests += metrics.metrics.failed_requests || 0;
+        providerSpend[provider].metrics.cache_read_input_tokens += metrics.metrics.cache_read_input_tokens || 0;
+        providerSpend[provider].metrics.cache_creation_input_tokens += metrics.metrics.cache_creation_input_tokens || 0;
       });
     });
     
@@ -145,6 +153,8 @@ const NewUsagePage: React.FC<NewUsagePageProps> = ({
               api_requests: 0,
               successful_requests: 0,
               failed_requests: 0,
+              cache_read_input_tokens: 0,
+              cache_creation_input_tokens: 0
             },
             metadata: {
               key_alias: metrics.metadata.key_alias
@@ -158,6 +168,8 @@ const NewUsagePage: React.FC<NewUsagePageProps> = ({
         keySpend[key].metrics.api_requests += metrics.metrics.api_requests;
         keySpend[key].metrics.successful_requests += metrics.metrics.successful_requests;
         keySpend[key].metrics.failed_requests += metrics.metrics.failed_requests;
+        keySpend[key].metrics.cache_read_input_tokens += metrics.metrics.cache_read_input_tokens || 0;
+        keySpend[key].metrics.cache_creation_input_tokens += metrics.metrics.cache_creation_input_tokens || 0;
       });
     });
     
@@ -325,7 +337,6 @@ const NewUsagePage: React.FC<NewUsagePageProps> = ({
                   />
                 </Card>
               </Col>
-
               {/* Top API Keys */}
               <Col numColSpan={1}>
                 <Card className="h-full">

ui/litellm-dashboard/src/components/usage/types.ts

@@ -6,6 +6,8 @@ export interface SpendMetrics {
   api_requests: number;
   successful_requests: number;
   failed_requests: number;
+  cache_read_input_tokens: number;
+  cache_creation_input_tokens: number;
 }
 
 export interface DailyData {
@@ -36,6 +38,8 @@ export interface ModelActivityData {
   total_requests: number;
   total_successful_requests: number;
   total_failed_requests: number;
+  total_cache_read_input_tokens: number;
+  total_cache_creation_input_tokens: number;
   total_tokens: number;
   prompt_tokens: number;
   completion_tokens: number;
@@ -50,6 +54,8 @@ export interface ModelActivityData {
       spend: number;
       successful_requests: number;
       failed_requests: number;
+      cache_read_input_tokens: number;
+      cache_creation_input_tokens: number;
     };
   }[];
 }