diff --git a/src/app/(main)/audit-logs/page.tsx b/src/app/(main)/audit-logs/page.tsx
index 6a8ce28..91fd662 100644
--- a/src/app/(main)/audit-logs/page.tsx
+++ b/src/app/(main)/audit-logs/page.tsx
@@ -4,7 +4,7 @@ import { useState } from 'react';
 import type { ColumnsType } from 'antd/es/table';
 import { Button, Input, Space, Table, Tag } from 'antd';
 import { formatUtcTime } from '@/lib/format';
-import { useCursorList } from '@/lib/useCursorList';
+import { usePagedList } from '@/lib/usePagedList';
 import type { AuditLog } from '@/lib/types';
 
 // 审计 created_at 为 UTC 口径(server_default now()),按北京显示(勿用 new Date().toLocaleString)
@@ -13,11 +13,8 @@ const dt = (v: string) => formatUtcTime(v, 'YYYY-MM-DD HH:mm:ss');
 export default function AuditLogsPage() {
   const [action, setAction] = useState('');
   const [filters, setFilters] = useState<Record<string, unknown>>({});
-  const { items, nextCursor, loading, loadMore } = useCursorList<AuditLog>(
-    '/admin/api/audit-logs',
-    filters,
-    50,
-  );
+  const { items, total, page, pageSize, loading, onChange: onPageChange } =
+    usePagedList<AuditLog>('/admin/api/audit-logs', filters, 50);
 
   const search = () => setFilters({ action: action || undefined });
 
@@ -61,14 +58,16 @@ export default function AuditLogsPage() {
         columns={columns}
         dataSource={items}
         loading={loading}
-        pagination={false}
+        pagination={{
+          current: page,
+          pageSize,
+          total,
+          showSizeChanger: true,
+          showTotal: (t) => `共 ${t} 条`,
+          onChange: onPageChange,
+        }}
         scroll={{ x: 1000 }}
       />
-      <div style={{ marginTop: 16, textAlign: 'center' }}>
-        <Button onClick={loadMore} disabled={!nextCursor} loading={loading}>
-          {nextCursor ? '加载更多' : '没有更多了'}
-        </Button>
-      </div>
     </div>
   );
 }
diff --git a/src/app/(main)/price-reports/page.tsx b/src/app/(main)/price-reports/page.tsx
index d59bf6c..db2d17d 100644
--- a/src/app/(main)/price-reports/page.tsx
+++ b/src/app/(main)/price-reports/page.tsx
@@ -20,7 +20,7 @@ import { CheckCircleOutlined, CloseCircleOutlined } from '@ant-design/icons';
 import dayjs from 'dayjs';
 import { api, errMsg } from '@/lib/api';
 import { canDo } from '@/lib/auth';
-import { useCursorList } from '@/lib/useCursorList';
+import { usePagedList } from '@/lib/usePagedList';
 import type { PriceReport, PriceReportSummary } from '@/lib/types';
 
 const { Text } = Typography;
@@ -65,10 +65,8 @@ export default function PriceReportsPage() {
   const filters: Record<string, unknown> = {};
   if (activeStatus !== 'all') filters.status = activeStatus;
 
-  const { items, nextCursor, loading, loadMore, reload } = useCursorList<PriceReport>(
-    '/admin/api/price-reports',
-    filters,
-  );
+  const { items, total, page, pageSize, loading, onChange: onPageChange, reload } =
+    usePagedList<PriceReport>('/admin/api/price-reports', filters);
 
   const canReview = canDo(['operator']);
 
@@ -277,14 +275,16 @@ export default function PriceReportsPage() {
           columns={columns}
           dataSource={items}
           loading={loading}
-          pagination={false}
+          pagination={{
+            current: page,
+            pageSize,
+            total,
+            showSizeChanger: true,
+            showTotal: (t) => `共 ${t} 条`,
+            onChange: onPageChange,
+          }}
           scroll={{ x: 1100 }}
         />
-        <div style={{ marginTop: 16, textAlign: 'center' }}>
-          <Button onClick={loadMore} disabled={!nextCursor} loading={loading}>
-            {nextCursor ? '加载更多' : '没有更多了'}
-          </Button>
-        </div>
       </Card>
 
       <Modal
diff --git a/src/app/(main)/users/page.tsx b/src/app/(main)/users/page.tsx
index 1c7c788..8e18458 100644
--- a/src/app/(main)/users/page.tsx
+++ b/src/app/(main)/users/page.tsx
@@ -10,7 +10,7 @@ import dayjs, { type Dayjs } from 'dayjs';
 import { api, errMsg } from '@/lib/api';
 import { canDo } from '@/lib/auth';
 import { formatUtcTime } from '@/lib/format';
-import { useCursorList } from '@/lib/useCursorList';
+import { usePagedList } from '@/lib/usePagedList';
 import { AdjustCashModal, AdjustCoinModal } from '@/components/AdjustBalanceModals';
 import type { UserListItem } from '@/lib/types';
 
@@ -37,10 +37,8 @@ export default function UsersPage() {
 
   const filters: Record<string, unknown> = { ...applied, sort_by: sortBy, sort_order: sortOrder };
   const filterKey = JSON.stringify(filters);
-  const { items, nextCursor, loading, loadMore, reload } = useCursorList<UserListItem>(
-    '/admin/api/users',
-    filters,
-  );
+  const { items, total, page, pageSize, loading, onChange: onPageChange, reload } =
+    usePagedList<UserListItem>('/admin/api/users', filters);
 
   const canCoins = canDo(['finance']);
   const canStatus = canDo(['operator']);
@@ -339,15 +337,17 @@ export default function UsersPage() {
         columns={columns}
         dataSource={items}
         loading={loading}
-        pagination={false}
+        pagination={{
+          current: page,
+          pageSize,
+          total,
+          showSizeChanger: true,
+          showTotal: (t) => `共 ${t} 个用户`,
+          onChange: onPageChange,
+        }}
         scroll={{ x: 1160 }}
         onChange={onTableChange}
       />
-      <div style={{ marginTop: 16, textAlign: 'center' }}>
-        <Button onClick={loadMore} disabled={!nextCursor} loading={loading}>
-          {nextCursor ? '加载更多' : '没有更多了'}
-        </Button>
-      </div>
 
       <AdjustCoinModal user={coinUser} open={!!coinUser} onClose={() => setCoinUser(null)} />
       <AdjustCashModal user={cashUser} open={!!cashUser} onClose={() => setCashUser(null)} />
diff --git a/src/app/(main)/withdraws/page.tsx b/src/app/(main)/withdraws/page.tsx
index aef4d36..a33a067 100644
--- a/src/app/(main)/withdraws/page.tsx
+++ b/src/app/(main)/withdraws/page.tsx
@@ -39,7 +39,7 @@ import dayjs, { type Dayjs } from 'dayjs';
 import { api, errMsg } from '@/lib/api';
 import { canDo } from '@/lib/auth';
 import { formatUtcTime, formatWallTime, utcDayjs, utcFromNow, yuan } from '@/lib/format';
-import { useCursorList } from '@/lib/useCursorList';
+import { usePagedList } from '@/lib/usePagedList';
 import type {
   AuditLog,
   CashTxn,
@@ -181,7 +181,6 @@ export default function WithdrawsPage() {
   const [bulkRejecting, setBulkRejecting] = useState<WithdrawOrder[]>([]);
   const [rejectReason, setRejectReason] = useState('');
   const [selectedRowKeys, setSelectedRowKeys] = useState<Key[]>([]);
-  const [pageSize, setPageSize] = useState(20);
   const [searchDraft, setSearchDraft] = useState('');
   const [keyword, setKeyword] = useState('');
   const [dateRange, setDateRange] = useState<[Dayjs, Dayjs] | null>(null);
@@ -202,11 +201,8 @@ export default function WithdrawsPage() {
   filters.sort_by = sortBy;
   filters.sort_order = sortOrder;
   const filterKey = JSON.stringify(filters);
-  const { items, nextCursor, loading, loadMore, reload } = useCursorList<WithdrawOrder>(
-    '/admin/api/withdraws',
-    filters,
-    pageSize,
-  );
+  const { items, total, page, pageSize, loading, onChange: onPageChange, reload } =
+    usePagedList<WithdrawOrder>('/admin/api/withdraws', filters, 20);
   const canManage = canDo(['finance']);
   const selectedOrders = items.filter((item) => selectedRowKeys.includes(item.id));
   const selectedReviewing = selectedOrders.filter((item) => item.status === 'reviewing');
@@ -290,7 +286,7 @@ export default function WithdrawsPage() {
 
   useEffect(() => {
     setSelectedRowKeys([]);
-  }, [filterKey, pageSize]);
+  }, [filterKey, page, pageSize]);
 
   const refreshAfterChange = async (outBillNo?: string) => {
     setSelectedRowKeys([]);
@@ -887,31 +883,6 @@ export default function WithdrawsPage() {
             </Space>
           </Space>
         )}
-        <Space
-          wrap
-          style={{
-            width: '100%',
-            justifyContent: 'space-between',
-            marginBottom: 12,
-          }}
-        >
-          <Text type="secondary">
-            当前已加载 {items.length} 条{nextCursor ? '，还有更多' : '，已到最后一页'}
-          </Text>
-          <Space>
-            <Text type="secondary">每次加载</Text>
-            <Select
-              value={pageSize}
-              style={{ width: 96 }}
-              onChange={(value: number) => setPageSize(value)}
-              options={[
-                { value: 20, label: '20 条' },
-                { value: 50, label: '50 条' },
-                { value: 100, label: '100 条' },
-              ]}
-            />
-          </Space>
-        </Space>
         <Table
           rowKey="id"
           rowSelection={
@@ -928,18 +899,21 @@ export default function WithdrawsPage() {
           columns={columns}
           dataSource={items}
           loading={loading}
-          pagination={false}
+          pagination={{
+            current: page,
+            pageSize,
+            total,
+            showSizeChanger: true,
+            pageSizeOptions: [20, 50, 100],
+            showTotal: (t) => `共 ${t} 条`,
+            onChange: onPageChange,
+          }}
           scroll={{ x: 1350 }}
           onRow={(record) => ({
             onClick: () => openDetail(record),
             style: { cursor: 'pointer' },
           })}
         />
-        <div style={{ marginTop: 16, textAlign: 'center' }}>
-          <Button onClick={loadMore} disabled={!nextCursor} loading={loading}>
-            {nextCursor ? `继续加载 ${pageSize} 条` : '没有更多了'}
-          </Button>
-        </div>
       </Card>
 
       <Drawer
diff --git a/src/lib/types.ts b/src/lib/types.ts
index 1555f87..3cbd1b1 100644
--- a/src/lib/types.ts
+++ b/src/lib/types.ts
@@ -19,6 +19,7 @@ export interface LoginResponse {
 export interface CursorPage<T> {
   items: T[];
   next_cursor: number | null;
+  total?: number | null; // offset 分页时为符合筛选条件的总条数(页码分页用);加载更多接口可能没有
 }
 
 export interface UserListItem {
diff --git a/src/lib/usePagedList.ts b/src/lib/usePagedList.ts
new file mode 100644
index 0000000..00cad8f
--- /dev/null
+++ b/src/lib/usePagedList.ts
@@ -0,0 +1,75 @@
+'use client';
+
+import { useCallback, useEffect, useRef, useState } from 'react';
+import { api } from './api';
+import type { CursorPage } from './types';
+
+/**
+ * 页码分页列表 hook(对接后端 offset 分页 + total)。
+ * 与 useCursorList(「加载更多」)并存:需要页码/跳页/共 N 条的主列表页用本 hook。
+ *
+ * 约定:后端 cursor 即 offset,本 hook 按 (page-1)*pageSize 计算;CursorPage.total 为符合
+ * 筛选条件的总条数(供 antd Table pagination 渲染)。filters 变化自动回第 1 页重载。
+ */
+export function usePagedList<T>(
+  url: string,
+  filters: Record<string, unknown>,
+  initialPageSize = 20,
+) {
+  const [items, setItems] = useState<T[]>([]);
+  const [total, setTotal] = useState(0);
+  const [page, setPage] = useState(1);
+  const [pageSize, setPageSize] = useState(initialPageSize);
+  const [loading, setLoading] = useState(false);
+  const requestSeq = useRef(0);
+
+  const filtersKey = JSON.stringify(filters);
+
+  const load = useCallback(
+    async (p: number, ps: number) => {
+      const seq = requestSeq.current + 1;
+      requestSeq.current = seq;
+      setLoading(true);
+      try {
+        const params = { ...JSON.parse(filtersKey), limit: ps, cursor: (p - 1) * ps };
+        const { data } = await api.get<CursorPage<T>>(url, { params });
+        if (requestSeq.current !== seq) return; // 丢弃过期响应(快速切页/筛选)
+        setItems(data.items);
+        setTotal(data.total ?? 0);
+      } finally {
+        if (requestSeq.current === seq) setLoading(false);
+      }
+    },
+    [url, filtersKey],
+  );
+
+  // 筛选变化:回第 1 页重载
+  useEffect(() => {
+    setPage(1);
+    load(1, pageSize);
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [load]);
+
+  // antd Table pagination.onChange(page, pageSize):页变或每页条数变都走这里
+  const onChange = (p: number, ps: number) => {
+    if (ps !== pageSize) {
+      // 每页条数变 → 回第 1 页,避免越界空页
+      setPageSize(ps);
+      setPage(1);
+      load(1, ps);
+    } else {
+      setPage(p);
+      load(p, ps);
+    }
+  };
+
+  return {
+    items,
+    total,
+    page,
+    pageSize,
+    loading,
+    onChange,
+    reload: () => load(page, pageSize), // 写操作后刷新当前页
+  };
+}