diff --git a/frontend/src/components/admin/usage/UsageCleanupDialog.vue b/frontend/src/components/admin/usage/UsageCleanupDialog.vue
index 91a43ecd..d5e81e72 100644
--- a/frontend/src/components/admin/usage/UsageCleanupDialog.vue
+++ b/frontend/src/components/admin/usage/UsageCleanupDialog.vue
@@ -66,6 +66,19 @@
             </div>
           </div>
         </div>
+
+        <Pagination
+          v-if="tasksTotal > tasksPageSize"
+          class="mt-4"
+          :total="tasksTotal"
+          :page="tasksPage"
+          :page-size="tasksPageSize"
+          :page-size-options="[5]"
+          :show-page-size-selector="false"
+          :show-jump="true"
+          @update:page="handleTaskPageChange"
+          @update:pageSize="handleTaskPageSizeChange"
+        />
       </div>
     </div>
 
@@ -108,6 +121,7 @@ import { useI18n } from 'vue-i18n'
 import { useAppStore } from '@/stores/app'
 import BaseDialog from '@/components/common/BaseDialog.vue'
 import ConfirmDialog from '@/components/common/ConfirmDialog.vue'
+import Pagination from '@/components/common/Pagination.vue'
 import UsageFilters from '@/components/admin/usage/UsageFilters.vue'
 import { adminUsageAPI } from '@/api/admin/usage'
 import type { AdminUsageQueryParams, UsageCleanupTask, CreateUsageCleanupTaskRequest } from '@/api/admin/usage'
@@ -131,6 +145,9 @@ const localEndDate = ref('')
 
 const tasks = ref<UsageCleanupTask[]>([])
 const tasksLoading = ref(false)
+const tasksPage = ref(1)
+const tasksPageSize = ref(5)
+const tasksTotal = ref(0)
 const submitting = ref(false)
 const confirmVisible = ref(false)
 const cancelConfirmVisible = ref(false)
@@ -146,6 +163,8 @@ const resetFilters = () => {
   localEndDate.value = props.endDate
   localFilters.value.start_date = localStartDate.value
   localFilters.value.end_date = localEndDate.value
+  tasksPage.value = 1
+  tasksTotal.value = 0
 }
 
 const startPolling = () => {
@@ -219,8 +238,18 @@ const loadTasks = async () => {
   if (!props.show) return
   tasksLoading.value = true
   try {
-    const res = await adminUsageAPI.listCleanupTasks({ page: 1, page_size: 5 })
+    const res = await adminUsageAPI.listCleanupTasks({
+      page: tasksPage.value,
+      page_size: tasksPageSize.value
+    })
     tasks.value = res.items || []
+    tasksTotal.value = res.total || 0
+    if (res.page) {
+      tasksPage.value = res.page
+    }
+    if (res.page_size) {
+      tasksPageSize.value = res.page_size
+    }
   } catch (error) {
     console.error('Failed to load cleanup tasks:', error)
     appStore.showError(t('admin.usage.cleanup.loadFailed'))
@@ -229,6 +258,18 @@ const loadTasks = async () => {
   }
 }
 
+const handleTaskPageChange = (page: number) => {
+  tasksPage.value = page
+  loadTasks()
+}
+
+const handleTaskPageSizeChange = (size: number) => {
+  if (!Number.isFinite(size) || size <= 0) return
+  tasksPageSize.value = size
+  tasksPage.value = 1
+  loadTasks()
+}
+
 const openConfirm = () => {
   confirmVisible.value = true
 }
diff --git a/frontend/src/components/common/Pagination.vue b/frontend/src/components/common/Pagination.vue
index 728bc0d3..3365a186 100644
--- a/frontend/src/components/common/Pagination.vue
+++ b/frontend/src/components/common/Pagination.vue
@@ -37,7 +37,7 @@
         </p>
 
         <!-- Page size selector -->
-        <div class="flex items-center space-x-2">
+        <div v-if="showPageSizeSelector" class="flex items-center space-x-2">
           <span class="text-sm text-gray-700 dark:text-gray-300"
             >{{ t('pagination.perPage') }}:</span
           >
@@ -49,6 +49,22 @@
             />
           </div>
         </div>
+
+        <div v-if="showJump" class="flex items-center space-x-2">
+          <span class="text-sm text-gray-700 dark:text-gray-300">{{ t('pagination.jumpTo') }}</span>
+          <input
+            v-model="jumpPage"
+            type="number"
+            min="1"
+            :max="totalPages"
+            class="input w-20 text-sm"
+            :placeholder="t('pagination.jumpPlaceholder')"
+            @keyup.enter="submitJump"
+          />
+          <button type="button" class="btn btn-ghost btn-sm" @click="submitJump">
+            {{ t('pagination.jumpAction') }}
+          </button>
+        </div>
       </div>
 
       <!-- Desktop pagination buttons -->
@@ -102,7 +118,7 @@
 </template>
 
 <script setup lang="ts">
-import { computed } from 'vue'
+import { computed, ref } from 'vue'
 import { useI18n } from 'vue-i18n'
 import Icon from '@/components/icons/Icon.vue'
 import Select from './Select.vue'
@@ -114,6 +130,8 @@ interface Props {
   page: number
   pageSize: number
   pageSizeOptions?: number[]
+  showPageSizeSelector?: boolean
+  showJump?: boolean
 }
 
 interface Emits {
@@ -122,7 +140,9 @@ interface Emits {
 }
 
 const props = withDefaults(defineProps<Props>(), {
-  pageSizeOptions: () => [10, 20, 50, 100]
+  pageSizeOptions: () => [10, 20, 50, 100],
+  showPageSizeSelector: true,
+  showJump: false
 })
 
 const emit = defineEmits<Emits>()
@@ -146,6 +166,8 @@ const pageSizeSelectOptions = computed(() => {
   }))
 })
 
+const jumpPage = ref('')
+
 const visiblePages = computed(() => {
   const pages: (number | string)[] = []
   const maxVisible = 7
@@ -196,6 +218,16 @@ const handlePageSizeChange = (value: string | number | boolean | null) => {
   const newPageSize = typeof value === 'string' ? parseInt(value) : value
   emit('update:pageSize', newPageSize)
 }
+
+const submitJump = () => {
+  const value = jumpPage.value.trim()
+  if (!value) return
+  const pageNum = Number.parseInt(value, 10)
+  if (Number.isNaN(pageNum)) return
+  const nextPage = Math.min(Math.max(pageNum, 1), totalPages.value)
+  jumpPage.value = ''
+  goToPage(nextPage)
+}
 </script>
 
 <style scoped>
diff --git a/frontend/src/i18n/locales/en.ts b/frontend/src/i18n/locales/en.ts
index 2a000d0b..d9c94cd1 100644
--- a/frontend/src/i18n/locales/en.ts
+++ b/frontend/src/i18n/locales/en.ts
@@ -571,7 +571,10 @@ export default {
     previous: 'Previous',
     next: 'Next',
     perPage: 'Per page',
-    goToPage: 'Go to page {page}'
+    goToPage: 'Go to page {page}',
+    jumpTo: 'Jump to',
+    jumpPlaceholder: 'Page',
+    jumpAction: 'Go'
   },
 
   // Errors
diff --git a/frontend/src/i18n/locales/zh.ts b/frontend/src/i18n/locales/zh.ts
index 0c27f7a3..38b1fc4b 100644
--- a/frontend/src/i18n/locales/zh.ts
+++ b/frontend/src/i18n/locales/zh.ts
@@ -567,7 +567,10 @@ export default {
     previous: '上一页',
     next: '下一页',
     perPage: '每页',
-    goToPage: '跳转到第 {page} 页'
+    goToPage: '跳转到第 {page} 页',
+    jumpTo: '跳转页',
+    jumpPlaceholder: '页码',
+    jumpAction: '跳转'
   },
 
   // Errors