diff --git a/vehicle-data-platform/apps/web/src/pages/Dashboard.tsx b/vehicle-data-platform/apps/web/src/pages/Dashboard.tsx
index c8bd93d2..bc214fb8 100644
--- a/vehicle-data-platform/apps/web/src/pages/Dashboard.tsx
+++ b/vehicle-data-platform/apps/web/src/pages/Dashboard.tsx
@@ -246,30 +246,40 @@ export function Dashboard({
   const capabilities = [
     {
       title: '实时监控',
+      status: `在线 ${formatCount(serviceSummary?.onlineVehicles ?? summary?.onlineVehicles)}`,
+      color: 'green' as const,
       description: '按车辆聚合最新位置、在线状态和多来源实时字段，支持地图态势查看。',
       action: '查看在线车辆',
       onClick: () => onOpenRealtime({ online: 'online' })
     },
     {
       title: '轨迹回放',
+      status: `有效定位 ${formatCount(commandLocatedCount)}`,
+      color: commandLocatedCount > 0 ? 'blue' as const : 'grey' as const,
       description: '围绕车辆回放历史位置轨迹，结合高德线路和 RAW 证据定位异常。',
       action: '打开轨迹',
       onClick: () => onOpenHistory()
     },
     {
       title: '历史数据查询',
+      status: `今日帧 ${formatCount(summary?.frameToday)}`,
+      color: 'blue' as const,
       description: '查询位置历史、RAW 帧和解析字段，为车辆问题复盘提供证据链。',
       action: '查询历史',
       onClick: () => onOpenHistory({ tab: 'raw' })
     },
     {
       title: '告警事件触发与通知',
+      status: `告警 ${formatCount(summary?.issueVehicles)}`,
+      color: (summary?.issueVehicles ?? 0) > 0 ? 'orange' as const : 'green' as const,
       description: '围绕断链、无来源、VIN 缺失、字段缺失形成告警和通知闭环。',
       action: '查看告警',
       onClick: () => onOpenQuality()
     },
     {
       title: '统计查询',
+      status: `统计车辆 ${formatCount(serviceSummary?.totalVehicles)}`,
+      color: 'green' as const,
       description: '提供里程等运营统计查询，保证区间总值与每日统计口径闭合。',
       action: '查看统计',
       onClick: () => onOpenMileage()
@@ -311,6 +321,7 @@ export function Dashboard({
                   <Typography.Title heading={6} style={{ margin: 0 }}>{item.title}</Typography.Title>
                   <Typography.Text type="secondary">{item.description}</Typography.Text>
                 </div>
+                <Tag className="vp-capability-status" color={item.color}>{item.status}</Tag>
                 <Button size="small" theme="light" type="primary" aria-label={`能力入口 ${item.title}`} onClick={item.onClick}>
                   {item.action}
                 </Button>
diff --git a/vehicle-data-platform/apps/web/src/styles/global.css b/vehicle-data-platform/apps/web/src/styles/global.css
index add70652..4987744f 100644
--- a/vehicle-data-platform/apps/web/src/styles/global.css
+++ b/vehicle-data-platform/apps/web/src/styles/global.css
@@ -720,6 +720,10 @@ body {
   line-height: 20px;
 }
 
+.vp-capability-status {
+  justify-self: start;
+}
+
 .vp-capability-item .semi-button {
   justify-self: start;
 }
diff --git a/vehicle-data-platform/apps/web/src/test/App.test.tsx b/vehicle-data-platform/apps/web/src/test/App.test.tsx
index 784da571..8b230e1a 100644
--- a/vehicle-data-platform/apps/web/src/test/App.test.tsx
+++ b/vehicle-data-platform/apps/web/src/test/App.test.tsx
@@ -387,6 +387,11 @@ test('dashboard exposes vehicle data center capability matrix', async () => {
   expect(screen.getAllByText('历史数据查询').length).toBeGreaterThanOrEqual(1);
   expect(screen.getAllByText('告警事件触发与通知').length).toBeGreaterThanOrEqual(1);
   expect(screen.getAllByText('统计查询').length).toBeGreaterThanOrEqual(1);
+  expect(screen.getAllByText('在线 208').length).toBeGreaterThanOrEqual(1);
+  expect(screen.getAllByText('有效定位 0').length).toBeGreaterThanOrEqual(1);
+  expect(screen.getAllByText('今日帧 1,286,320').length).toBeGreaterThanOrEqual(1);
+  expect(screen.getAllByText('告警 7').length).toBeGreaterThanOrEqual(1);
+  expect(screen.getAllByText('统计车辆 1,033').length).toBeGreaterThanOrEqual(1);
 
   fireEvent.click(screen.getByRole('button', { name: '能力入口 实时监控' }));
   expect(window.location.hash).toBe('#/realtime?online=online');
@@ -540,7 +545,7 @@ test('dashboard exposes vehicle command center map actions', async () => {
 
   expect(await screen.findByText('车辆态势指挥台')).toBeInTheDocument();
   expect(screen.getByText('在线 1 / 2')).toBeInTheDocument();
-  expect(screen.getByText('有效定位 1')).toBeInTheDocument();
+  expect(screen.getAllByText('有效定位 1').length).toBeGreaterThanOrEqual(1);
   expect(screen.getByText('降级/离线 2')).toBeInTheDocument();
   fireEvent.click(screen.getByRole('button', { name: '处理高优先级告警' }));
   expect(window.location.hash).toBe('#/quality?issueType=NO_SOURCE');