diff --git a/dashboard/backend/src/routes/ota.ts b/dashboard/backend/src/routes/ota.ts
index 5d46b62..201cbaa 100644
--- a/dashboard/backend/src/routes/ota.ts
+++ b/dashboard/backend/src/routes/ota.ts
@@ -1,5 +1,5 @@
 import { Router, type Request, type Response, type Router as RouterType } from 'express';
-import { eq, gt, like, and, desc, count } from 'drizzle-orm';
+import { eq, gt, like, and, desc, count, max } from 'drizzle-orm';
 import multer from 'multer';
 import { db } from '../config/database.js';
 import { otas } from '../schemas/index.js';
@@ -159,6 +159,29 @@ router.get('/api/ota/', async (req: Request, res: Response) => {
   }
 });
 
+// GET /api/ota/latest-versions —— 各「型号+灰度」分组的全局最大版本号
+// 供前端 latest / latest beta 标签判断：必须基于全量数据，
+// 否则分页后「当前页内」的最大版本会被误标为 latest
+router.get('/api/ota/latest-versions', async (_req: Request, res: Response) => {
+  try {
+    const rows = await db
+      .select({ model: otas.model, beta: otas.beta, maxVerCode: max(otas.verCode) })
+      .from(otas)
+      .groupBy(otas.model, otas.beta);
+
+    const items = rows.map(r => ({
+      model: r.model ?? '',
+      beta: r.beta ?? 0,
+      ver_code: Number(r.maxVerCode),
+    }));
+    res.json(ApiResponse.success({ items }));
+  } catch (e: unknown) {
+    const msg = e instanceof Error ? e.message : String(e);
+    logger.error(`Error getting OTA latest versions: ${msg}`);
+    res.json(ApiResponse.error('error'));
+  }
+});
+
 // GET /api/ota/:ota_id
 router.get('/api/ota/:ota_id', async (req: Request, res: Response) => {
   try {
diff --git a/dashboard/frontend/src/service/api/ota.ts b/dashboard/frontend/src/service/api/ota.ts
index 6894d20..298a37c 100644
--- a/dashboard/frontend/src/service/api/ota.ts
+++ b/dashboard/frontend/src/service/api/ota.ts
@@ -24,6 +24,14 @@ export function fetchGetOta(id: number) {
   });
 }
 
+/** 各「型号+灰度」分组的全局最大版本号（latest 标签判断依据，不受分页/筛选影响） */
+export function fetchGetOtaLatestVersions() {
+  return request<{ items: Api.Ota.LatestVersionItem[] }>({
+    url: '/ota/latest-versions',
+    method: 'get'
+  });
+}
+
 export function fetchCreateOta(data: Record<string, unknown>) {
   return request<Api.Ota.OtaItem>({
     url: '/ota/',
diff --git a/dashboard/frontend/src/typings/api/dashboard.d.ts b/dashboard/frontend/src/typings/api/dashboard.d.ts
index 60610d1..f991b94 100644
--- a/dashboard/frontend/src/typings/api/dashboard.d.ts
+++ b/dashboard/frontend/src/typings/api/dashboard.d.ts
@@ -89,6 +89,13 @@ declare namespace Api {
       id: number;
       [key: string]: unknown;
     }
+
+    /** 各「型号+灰度」分组的全局最大版本号（latest 标签判断依据） */
+    interface LatestVersionItem {
+      model: string;
+      beta: number;
+      ver_code: number;
+    }
   }
 
   namespace Blacklist {
diff --git a/dashboard/frontend/src/views/upgrade/ota/index.vue b/dashboard/frontend/src/views/upgrade/ota/index.vue
index 7a6b0a1..a705e28 100644
--- a/dashboard/frontend/src/views/upgrade/ota/index.vue
+++ b/dashboard/frontend/src/views/upgrade/ota/index.vue
@@ -18,6 +18,7 @@ import {
   fetchDeleteOta,
   fetchDeleteOtaTargetDevice,
   fetchGetBlackList,
+  fetchGetOtaLatestVersions,
   fetchGetOtaList,
   fetchGetOtaTargetDeviceList,
   fetchUpdateOta,
@@ -141,20 +142,25 @@ const formRules: FormRules = {
   ]
 };
 
-const latestVersionMap = computed(() => {
-  const map: Record<string, number> = {};
-  for (const row of tableData.value) {
-    const key = `${row.model || ''}__${row.beta}`;
-    if (map[key] === undefined || row.verCode > map[key]) {
-      map[key] = row.verCode;
+// 各「型号+灰度」分组的全局最大版本号（latest 标签判断依据）。
+// 必须基于全量数据（后端 /ota/latest-versions）：若基于当前页数据计算，
+// 翻页后「页内」最大版本也会被误标为 latest / latest beta
+const latestVersions = ref<Record<string, number>>({});
+
+async function loadLatestVersions() {
+  const { data, error } = await fetchGetOtaLatestVersions();
+  if (!error && data) {
+    const map: Record<string, number> = {};
+    for (const it of data.items || []) {
+      map[`${it.model || ''}__${it.beta}`] = it.ver_code;
     }
+    latestVersions.value = map;
   }
-  return map;
-});
+}
 
 function getLatestTag(row: OtaRow) {
   const key = `${row.model || ''}__${row.beta}`;
-  return latestVersionMap.value[key] === row.verCode;
+  return latestVersions.value[key] === row.verCode;
 }
 
 function renderCopyUrlCell(url: string) {
@@ -356,6 +362,8 @@ function handlePackageRemove() {
 
 async function loadData() {
   loading.value = true;
+  // 同步刷新全局最新版本（latest 标签依据，增删改后保持一致）
+  loadLatestVersions();
   const params: Record<string, unknown> = {
     skip: (pagination.page - 1) * pagination.pageSize,
     limit: pagination.pageSize,