diff --git a/enterprise/litellm_enterprise/proxy/common_utils/check_batch_cost.py b/enterprise/litellm_enterprise/proxy/common_utils/check_batch_cost.py
index ce80ba6493f..6b3ccfd3694 100644
--- a/enterprise/litellm_enterprise/proxy/common_utils/check_batch_cost.py
+++ b/enterprise/litellm_enterprise/proxy/common_utils/check_batch_cost.py
@@ -158,7 +158,7 @@ class CheckBatchCost:
                         where={"token": api_key}
                     )
                 )
-                key_org_id = getattr(key_row, "org_id", None) if key_row is not None else None
+                key_org_id = getattr(key_row, "organization_id", None) if key_row is not None else None
                 if key_org_id:
                     return key_org_id
             except Exception as e:
diff --git a/tests/proxy_unit_tests/test_check_batch_cost.py b/tests/proxy_unit_tests/test_check_batch_cost.py
index 9ce91a8aee4..f9fb782b052 100644
--- a/tests/proxy_unit_tests/test_check_batch_cost.py
+++ b/tests/proxy_unit_tests/test_check_batch_cost.py
@@ -2561,7 +2561,7 @@ class TestBatchCostAttribution:
         from types import SimpleNamespace
 
         instance = self._instance(
-            key_row=SimpleNamespace(key_alias="prod-key", org_id="org-moved-to"),
+            key_row=SimpleNamespace(key_alias="prod-key", organization_id="org-moved-to"),
             team_row=SimpleNamespace(team_alias="Team Alpha", organization_id="org-team"),
         )
 
@@ -2578,7 +2578,7 @@ class TestBatchCostAttribution:
         from types import SimpleNamespace
 
         instance = self._instance(
-            key_row=SimpleNamespace(key_alias="prod-key", org_id="org-42"),
+            key_row=SimpleNamespace(key_alias="prod-key", organization_id="org-42"),
             team_row=SimpleNamespace(team_alias="Team Alpha", organization_id="org-team"),
         )
 
@@ -2593,7 +2593,7 @@ class TestBatchCostAttribution:
         from types import SimpleNamespace
 
         instance = self._instance(
-            key_row=SimpleNamespace(key_alias="prod-key", org_id=None),
+            key_row=SimpleNamespace(key_alias="prod-key", organization_id=None),
             team_row=SimpleNamespace(team_alias="Team Alpha", organization_id="org-team"),
         )
 
@@ -2625,7 +2625,7 @@ class TestBatchCostAttribution:
         from types import SimpleNamespace
 
         instance = self._instance(
-            key_row=SimpleNamespace(key_alias="prod-key", org_id=None),
+            key_row=SimpleNamespace(key_alias="prod-key", organization_id=None),
             team_row=SimpleNamespace(team_alias="Team Alpha", organization_id=None),
         )
 
diff --git a/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.test.tsx b/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.test.tsx
index 3e8e522afe1..9f0e659cb1f 100644
--- a/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.test.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.test.tsx
@@ -141,6 +141,19 @@ describe("Type column", () => {
     expect(screen.getByText("Batch")).toBeInTheDocument();
     expect(screen.queryByText("LLM")).not.toBeInTheDocument();
   });
+
+  it("keeps the Batch label on the grouped create-plus-cost session instead of a row count", () => {
+    const groupedCostRow: Partial<LogEntry> = {
+      request_id: "batch_1_batch_cost",
+      call_type: "aretrieve_batch",
+      session_id: "batch_1",
+      session_total_count: 2,
+    };
+    renderRows([logEntry(groupedCostRow)]);
+
+    expect(screen.getByText("Batch")).toBeInTheDocument();
+    expect(screen.queryByText("2")).not.toBeInTheDocument();
+  });
 });
 
 describe("batch rows", () => {
diff --git a/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.tsx b/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.tsx
index a444acb9517..1ec1087a1a4 100644
--- a/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.tsx
@@ -65,7 +65,7 @@ export const getRequestLogsTableColumns = ({
       const sessionMcpCount = log.mcp_tool_call_count ?? (isMcp ? sessionCount : 0);
 
       if (isBatchCallType(log.call_type)) {
-        return <BatchBadge count={sessionCount > 1 ? sessionCount : undefined} />;
+        return <BatchBadge />;
       }
       if (sessionCount <= 1) {
         if (isMcp) return <McpBadge />;
diff --git a/ui/litellm-dashboard/src/components/view_logs/TypeBadges.test.tsx b/ui/litellm-dashboard/src/components/view_logs/TypeBadges.test.tsx
index 8a964ea2124..9a3b53685ca 100644
--- a/ui/litellm-dashboard/src/components/view_logs/TypeBadges.test.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/TypeBadges.test.tsx
@@ -45,14 +45,9 @@ describe("TypeBadges", () => {
   });
 
   describe("BatchBadge", () => {
-    it("should render with default 'Batch' text when no count is provided", () => {
+    it("should render 'Batch'", () => {
       render(<BatchBadge />);
       expect(screen.getByText("Batch")).toBeInTheDocument();
     });
-
-    it("should render the count when provided", () => {
-      render(<BatchBadge count={4} />);
-      expect(screen.getByText("4")).toBeInTheDocument();
-    });
   });
 });
diff --git a/ui/litellm-dashboard/src/components/view_logs/TypeBadges.tsx b/ui/litellm-dashboard/src/components/view_logs/TypeBadges.tsx
index 84079848487..db64bfbbe73 100644
--- a/ui/litellm-dashboard/src/components/view_logs/TypeBadges.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/TypeBadges.tsx
@@ -97,9 +97,9 @@ export const AgentBadge = ({ count }: { count?: number }) => (
   </span>
 );
 
-export const BatchBadge = ({ count }: { count?: number }) => (
+export const BatchBadge = () => (
   <span className="inline-flex items-center gap-1 px-2 py-0.5 bg-teal-50 text-teal-700 border border-teal-200 rounded-full text-[11px] font-medium whitespace-nowrap dark:bg-teal-950 dark:text-teal-300 dark:border-teal-800">
     <LayersIcon />
-    {count != null ? count : "Batch"}
+    Batch
   </span>
 );