diff --git a/docs/changelog/index.md b/docs/changelog/index.md
index dbf09f84..c7318c30 100644
--- a/docs/changelog/index.md
+++ b/docs/changelog/index.md
@@ -23,11 +23,12 @@ sidebar: false
 
 ### 变更
 
+- 访问日志新增「IP 明细」标签页：可按 24 小时 / 7 天 / 15 天 / 30 天或自定义时间区间查看每个 IP 的请求数、2xx 比例、入站/出站流量与最后访问时间，并支持排序与详情分析；日志明细详情仅展示单条请求字段，IP 情报改在 IP 明细中查看。
 - 边缘缓存默认策略调整为「标准静态资源」：新建开启缓存时推荐仅缓存 css/js/图片/字体等扩展名（不含 HTML）；原「按 URL」与空策略存量行为保留为「所有可缓存 GET」。重新发布节点配置后生效。
 - 优化访问日志概览及其他图表全局排行榜 (RankChart) 的样式布局：将每一项改为单行横向排布（左侧标签、中间进度条、右侧数值），数值支持自动格式化为 Compact 形式（如 39.57k、1.2M），同时调整默认高度为 320px 并隐藏滚动条。
-- 访问日志页面重构为「概览」与「日志明细」两个标签页：概览展示请求量、访问量、带宽趋势与 Top Paths/Hosts/IPs，明细列表保留检索能力；已移除时间折叠与 IP 汇总视图。
+- 访问日志页面重构为「概览」「IP 明细」与「日志明细」标签页：概览展示请求量、访问量、带宽趋势与 Top Paths/Hosts/IPs，明细列表保留检索能力；已移除时间折叠视图。
 - 边缘访问日志现支持上报并存储 User-Agent；概览新增设备类型饼图，以及浏览器、操作系统、User-Agent 排行。
-- 访问日志明细支持查看单条请求详情，可查看 User-Agent、IP 访问趋势与分析，并快捷将 IP 加入或移出 IP 组。
+- 访问日志明细支持查看单条请求详情（含 User-Agent、缓存状态等）；IP 访问趋势、分析与加入 IP 组能力集中在 IP 明细详情中。
 - 访问日志页签状态改为 URL 参数记忆，筛选后不会再跳回概览。
 - 访问日志概览支持按 Zone/域名多选筛选，并可折叠展开层级选择。
 - 访问日志明细列表在 IP 旁展示对应国家/地区信息。
diff --git a/docs/docs.go b/docs/docs.go
index 19a57034..6e2473b2 100644
--- a/docs/docs.go
+++ b/docs/docs.go
@@ -5217,7 +5217,7 @@ const docTemplate = `{
                         "SessionCookie": []
                     }
                 ],
-                "description": "按 IP 聚合访问日志统计并分页返回，需要管理员权限",
+                "description": "按 IP 聚合访问日志统计并分页返回；支持 hours 或 since/until 时间窗，需要管理员权限",
                 "produces": [
                     "application/json"
                 ],
@@ -5244,6 +5244,24 @@ const docTemplate = `{
                         "name": "host",
                         "in": "query"
                     },
+                    {
+                        "type": "integer",
+                        "description": "统计时间范围（小时，1-720，默认 168）",
+                        "name": "hours",
+                        "in": "query"
+                    },
+                    {
+                        "type": "string",
+                        "description": "开始时间 RFC3339（与 until 同时提供时优先于 hours）",
+                        "name": "since",
+                        "in": "query"
+                    },
+                    {
+                        "type": "string",
+                        "description": "结束时间 RFC3339",
+                        "name": "until",
+                        "in": "query"
+                    },
                     {
                         "type": "integer",
                         "description": "页码",
@@ -5258,7 +5276,7 @@ const docTemplate = `{
                     },
                     {
                         "type": "string",
-                        "description": "排序字段",
+                        "description": "排序字段 total_requests|request_length|bytes_sent|success_ratio|last_seen_at|remote_addr",
                         "name": "sort_by",
                         "in": "query"
                     },
@@ -16312,6 +16330,9 @@ const docTemplate = `{
                 "has_more": {
                     "type": "boolean"
                 },
+                "hours": {
+                    "type": "integer"
+                },
                 "items": {
                     "type": "array",
                     "items": {
@@ -16324,6 +16345,9 @@ const docTemplate = `{
                 "page_size": {
                     "type": "integer"
                 },
+                "since": {
+                    "type": "string"
+                },
                 "sort_by": {
                     "type": "string"
                 },
@@ -16332,21 +16356,40 @@ const docTemplate = `{
                 },
                 "total_ip": {
                     "type": "integer"
+                },
+                "until": {
+                    "type": "string"
                 }
             }
         },
         "observability.AccessLogIPSummaryView": {
             "type": "object",
             "properties": {
+                "bytes_received": {
+                    "type": "integer"
+                },
+                "bytes_sent": {
+                    "type": "integer"
+                },
                 "last_seen_at": {
                     "type": "string"
                 },
                 "recent_requests": {
+                    "description": "RecentRequests is deprecated and always 0.",
                     "type": "integer"
                 },
+                "region": {
+                    "type": "string"
+                },
                 "remote_addr": {
                     "type": "string"
                 },
+                "success_2xx_count": {
+                    "type": "integer"
+                },
+                "success_ratio": {
+                    "type": "number"
+                },
                 "total_requests": {
                     "type": "integer"
                 }
diff --git a/docs/plan/20260719-access-log-ip-tab.md b/docs/plan/20260719-access-log-ip-tab.md
new file mode 100644
index 00000000..8a3354ce
--- /dev/null
+++ b/docs/plan/20260719-access-log-ip-tab.md
@@ -0,0 +1,161 @@
+# 访问日志 IP 明细 Tab — 实现计划
+
+## 1. 目标与背景 (Goal & Context)
+
+* **需求背景**：运维需要按 IP 维度快速查看时间窗内的访问量与流量，并下钻单 IP 情报；原先 IP 分析嵌在「单条访问日志详情」中，入口弱、列表能力缺失。
+* **开发范围 (Scope) V1**：
+  * 访问日志页新增第三 Tab **「IP 明细」**（`?tab=ips`）。
+  * IP 列表：时间筛选（快捷 24h/7d/15d/30d + 自定义 since/until）、分页、按请求数 / 入站 / 出站 / 最后访问 / 2xx 比例排序。
+  * 列表列：IP、地区、请求数、2xx 比例（2xx 数 / 总请求）、入站流量、出站流量、最后访问。
+  * 行详情：弹窗展示完整 **IP 情报**（分析 + 趋势 + Top 分布 + 加入 WAF IP 组）。
+  * **日志明细详情弹窗仅展示单条请求字段**，不再内嵌 IP 情报；如需分析请到 IP 明细。
+* **Out of Scope（V1 不做）**：
+  * 独立 `/access-logs/ip` 子路由全页。
+  * IP 列表 UI 暴露节点 / host 筛选（后端可保留兼容参数，前端首版不放）。
+  * 入/出站带宽时间序列（趋势图仍为请求数）。
+  * 实时 GeoIP 二次查询（沿用入库 `region`）。
+
+## 2. 设计与决策 (Design & Decisions)
+
+### 2.1 页面与交互
+
+| Tab | URL | 内容 |
+| --- | --- | --- |
+| 概览 | `/access-logs` | 不变 |
+| IP 明细 | `/access-logs?tab=ips` | 新 |
+| 日志明细 | `/access-logs?tab=list` | 不变；详情弹窗瘦身 |
+
+* **时间筛选（IP 明细）**：
+  * 快捷：`hours` ∈ {24, 168, 360, 720}，默认 168（7d）。
+  * 自定义：`since` + `until`（RFC3339）；**同时提供时覆盖 hours**。
+* **详情形态**：留在列表页的 Dialog（非独立子页）。
+* **日志详情瘦身**：`access-log-detail-dialog` 只渲染请求字段（时间、节点、IP、地区、host、path、UA、cache、status 等）及必要操作；删除 analysis/trend/WAF 组内嵌区块。WAF「按 IP 加入组」仅保留在 IP 详情弹窗。
+
+### 2.2 API 设计（扩展现有端点，不新建）
+
+**`GET /api/v1/d/access-logs/ip-summary`**
+
+| 参数 | 说明 |
+| --- | --- |
+| `hours` | 1–720；默认 168；在无 since/until 时生效 |
+| `since` / `until` | 可选 RFC3339；同时有效时优先于 hours |
+| `sort_by` | `total_requests`（默认）\| `request_length`（入站）\| `bytes_sent`（出站）\| `last_seen_at` \| `success_ratio` |
+| `sort_order` | `asc` \| `desc` |
+| `p` / `page_size` | 分页，page_size 上限 200 |
+| `remote_addr` / `node_id` / `host` | 兼容保留；V1 UI 可不暴露 |
+
+**响应行字段（扩展）**
+
+```text
+remote_addr          string
+region               string   // 窗内 argMax(region, logged_at) 或等价
+total_requests       uint64
+success_2xx_count    uint64   // status_code 200–299
+success_ratio        float64  // success_2xx_count / total_requests；total=0 时为 0
+bytes_received       uint64   // sum(request_length) 入站
+bytes_sent           uint64   // sum(bytes_sent) 出站
+last_seen_at         time
+```
+
+* `recent_requests`：可停止计算或固定返回 0；**UI 不展示**。避免与可配置时间窗语义冲突。
+* 详情下钻仍用现有：
+  * `GET .../ip-summary/analysis?remote_addr=&hours=`（或 since/until，若后续扩展；V1 将列表当前窗映射为 hours 或 since/until 与后端约定一致）
+  * `GET .../ip-summary/trend?remote_addr=&hours=&bucket_minutes=`
+
+**分析/趋势时间窗对齐**：打开 IP 详情时，将列表当前时间窗传入 analysis/trend（优先 since/until；仅有 hours 则传 hours）。
+
+### 2.3 数据层（ClickHouse）
+
+* 表：`of_node_access_logs`（已有 `bytes_sent`、`request_length`、`status_code`、`region`）。
+* 聚合：`GROUP BY remote_addr`，在 `NodeAccessLogFilter.Since/Until` 上过滤。
+* 2xx：`countIf(status_code >= 200 AND status_code < 300)`。
+* region：`argMax(region, logged_at)`。
+* 排序：服务端 ORDER BY 对应表达式；`success_ratio` 注意除零（`if(total=0,0,ratio)`）。
+
+### 2.4 设计决策权衡
+
+| 选项 | 结论 |
+| --- | --- |
+| 扩展 `/ip-summary` vs 新 `/ip-list` | **扩展现有**，前端 service 已有 `listIPSummaries` |
+| 详情弹窗 vs 子页 | **弹窗**，与现有明细交互一致 |
+| IP 情报放日志详情 vs 独立 IP 详情 | **仅 IP 明细详情**；日志详情只展示请求信息 |
+| 时间：仅快捷 vs 仅自定义 | **两者都要**，自定义优先 |
+
+### 2.5 数据流（示意）
+
+```mermaid
+flowchart LR
+  UI_IP[IP 明细 Tab] --> API_List[GET /ip-summary]
+  API_List --> CH[(of_node_access_logs)]
+  UI_IP --> UI_Dlg[IP 详情 Dialog]
+  UI_Dlg --> API_A[GET /ip-summary/analysis]
+  UI_Dlg --> API_T[GET /ip-summary/trend]
+  API_A --> CH
+  API_T --> CH
+  UI_List[日志明细 Tab] --> API_Logs[GET /access-logs]
+  UI_List --> UI_LogDlg[日志详情 Dialog]
+  UI_LogDlg -.->|不请求 IP 分析| X[仅请求字段]
+```
+
+## 3. 具体修改文件清单 (Proposed Changes)
+
+### 后端 Server
+
+* #### [MODIFY] `internal/repository/analytics/node_access_log_stats.go`（及 filter 如有）
+  * `IPSummariesNodeAccessLogs`：时间窗、sum 入/出、2xx count、ratio、region、扩展 sort。
+* #### [MODIFY] `internal/apps/openflare/observability/access_log_logics.go`
+  * Query/View 类型扩展；解析 hours/since/until；去掉或忽略 recent 3h 硬编码。
+* #### [MODIFY] `internal/apps/openflare/observability/routers.go` / handler
+  * 绑定新 query；Swagger 注释。
+* #### [MODIFY] 相关单元测试（logics / repository 若有）
+
+### 前端 Web
+
+* #### [MODIFY] `frontend/app/(main)/access-logs/page.tsx`
+  * 第三 Tab `ips`；`resolveTab` / `handleTabChange`。
+* #### [NEW] `frontend/app/(main)/access-logs/components/ip-tab.tsx`
+  * 列表、时间筛选、排序、分页、打开详情。
+* #### [NEW] `frontend/app/(main)/access-logs/components/ip-detail-dialog.tsx`
+  * IP 入口详情壳。
+* #### [NEW] `frontend/app/(main)/access-logs/components/ip-analysis-panel.tsx`
+  * 从现有 `access-log-detail-dialog` **迁出** 分析/趋势/排行/WAF IP 组逻辑。
+* #### [MODIFY] `frontend/app/(main)/access-logs/components/access-log-detail-dialog.tsx`
+  * **删除** IP 情报相关 UI 与 `getIPAnalysis` / `getIPTrend` 请求；仅请求日志字段展示。
+* #### [MODIFY] `frontend/app/(main)/access-logs/components/access-log-utils.ts`
+  * tab 类型、IP 排序选项、时间筛选辅助。
+* #### [MODIFY] `frontend/lib/services/openflare/access-log.service.ts` + `types.ts`
+  * `listIPSummaries` 参数与 `AccessLogIPSummaryItem` 字段同步。
+
+### 文档
+
+* #### [MODIFY] `docs/changelog/index.md` — `[Unreleased]` 用户可见说明
+* #### [MODIFY] `docs/design/observability-design.md` 或 data-model（如有访问日志 UI 约定）— 补充 IP 明细 Tab 与 API 字段（中文）
+* #### [MODIFY] `docs/plan/index.md` — 挂上本计划链接
+
+## 4. 验证计划 (Verification Plan)
+
+### 自动化
+
+```bash
+go test ./internal/apps/openflare/observability/ ./internal/repository/analytics/
+# 前端：相关 tsc / 页面无类型错误
+make code-check   # 完成后按项目门禁
+make prettier
+make swagger      # API 注释变更后
+```
+
+### 手动
+
+1. `/access-logs?tab=ips` 默认 7d 列表有数据；切换 24h/自定义区间结果变化。
+2. 分别按请求数、入站、出站、2xx 比例、最后访问排序正确。
+3. 2xx 比例 = 2xx/总数；0 请求不出现 NaN/Infinity。
+4. 点 IP 打开详情：指标/趋势/Top/WAF 组可用；时间窗与列表一致。
+5. 日志明细 → 详情：仅请求信息，**无** IP 分析/趋势区块。
+6. 概览 Tab 行为无回归。
+
+## 5. 状态
+
+- [x] 需求澄清与方案确认
+- [x] 实现（后端 ip-summary 扩展 + 前端 IP 明细 Tab + 日志详情瘦身）
+- [x] 测试与 changelog（`go test` 相关包通过；changelog 已更新）
+- [ ] 提交合并
diff --git a/docs/plan/index.md b/docs/plan/index.md
index 3066f7b7..974203a5 100644
--- a/docs/plan/index.md
+++ b/docs/plan/index.md
@@ -18,6 +18,7 @@
 * [边缘可观测与业务流量统计重构](./20260717-observability-redesign.md)：访问日志为业务唯一真相；Agent 只上报明细与主机读数；收敛「出站/已提供」双字段。
 * [访问日志 cache_status 明细可见](./20260718-access-log-cache-status.md)：上报 `$upstream_cache_status`，明细展示命中/回源/未缓存三态。
 * [边缘缓存默认 static 策略](./20260718-edge-cache-static-default.md)：开启缓存默认仅静态扩展名；存量 url→all。
+* [访问日志 IP 明细 Tab](./20260719-access-log-ip-tab.md)：第三 Tab 按 IP 聚合列表（时间窗/流量/2xx 比例）；IP 情报迁入独立详情；日志详情仅请求字段。
 
 ## 使用建议
 
diff --git a/docs/swagger.json b/docs/swagger.json
index a6a01155..7355be74 100644
--- a/docs/swagger.json
+++ b/docs/swagger.json
@@ -5210,7 +5210,7 @@
                         "SessionCookie": []
                     }
                 ],
-                "description": "按 IP 聚合访问日志统计并分页返回，需要管理员权限",
+                "description": "按 IP 聚合访问日志统计并分页返回；支持 hours 或 since/until 时间窗，需要管理员权限",
                 "produces": [
                     "application/json"
                 ],
@@ -5237,6 +5237,24 @@
                         "name": "host",
                         "in": "query"
                     },
+                    {
+                        "type": "integer",
+                        "description": "统计时间范围（小时，1-720，默认 168）",
+                        "name": "hours",
+                        "in": "query"
+                    },
+                    {
+                        "type": "string",
+                        "description": "开始时间 RFC3339（与 until 同时提供时优先于 hours）",
+                        "name": "since",
+                        "in": "query"
+                    },
+                    {
+                        "type": "string",
+                        "description": "结束时间 RFC3339",
+                        "name": "until",
+                        "in": "query"
+                    },
                     {
                         "type": "integer",
                         "description": "页码",
@@ -5251,7 +5269,7 @@
                     },
                     {
                         "type": "string",
-                        "description": "排序字段",
+                        "description": "排序字段 total_requests|request_length|bytes_sent|success_ratio|last_seen_at|remote_addr",
                         "name": "sort_by",
                         "in": "query"
                     },
@@ -16305,6 +16323,9 @@
                 "has_more": {
                     "type": "boolean"
                 },
+                "hours": {
+                    "type": "integer"
+                },
                 "items": {
                     "type": "array",
                     "items": {
@@ -16317,6 +16338,9 @@
                 "page_size": {
                     "type": "integer"
                 },
+                "since": {
+                    "type": "string"
+                },
                 "sort_by": {
                     "type": "string"
                 },
@@ -16325,21 +16349,40 @@
                 },
                 "total_ip": {
                     "type": "integer"
+                },
+                "until": {
+                    "type": "string"
                 }
             }
         },
         "observability.AccessLogIPSummaryView": {
             "type": "object",
             "properties": {
+                "bytes_received": {
+                    "type": "integer"
+                },
+                "bytes_sent": {
+                    "type": "integer"
+                },
                 "last_seen_at": {
                     "type": "string"
                 },
                 "recent_requests": {
+                    "description": "RecentRequests is deprecated and always 0.",
                     "type": "integer"
                 },
+                "region": {
+                    "type": "string"
+                },
                 "remote_addr": {
                     "type": "string"
                 },
+                "success_2xx_count": {
+                    "type": "integer"
+                },
+                "success_ratio": {
+                    "type": "number"
+                },
                 "total_requests": {
                     "type": "integer"
                 }
diff --git a/docs/swagger.yaml b/docs/swagger.yaml
index c72e7c91..6bbf8815 100644
--- a/docs/swagger.yaml
+++ b/docs/swagger.yaml
@@ -1929,6 +1929,8 @@ definitions:
     properties:
       has_more:
         type: boolean
+      hours:
+        type: integer
       items:
         items:
           $ref: '#/definitions/observability.AccessLogIPSummaryView'
@@ -1937,21 +1939,36 @@ definitions:
         type: integer
       page_size:
         type: integer
+      since:
+        type: string
       sort_by:
         type: string
       sort_order:
         type: string
       total_ip:
         type: integer
+      until:
+        type: string
     type: object
   observability.AccessLogIPSummaryView:
     properties:
+      bytes_received:
+        type: integer
+      bytes_sent:
+        type: integer
       last_seen_at:
         type: string
       recent_requests:
+        description: RecentRequests is deprecated and always 0.
         type: integer
+      region:
+        type: string
       remote_addr:
         type: string
+      success_2xx_count:
+        type: integer
+      success_ratio:
+        type: number
       total_requests:
         type: integer
     type: object
@@ -7173,7 +7190,7 @@ paths:
       - openflare-observability
   /api/v1/d/access-logs/ip-summary:
     get:
-      description: 按 IP 聚合访问日志统计并分页返回，需要管理员权限
+      description: 按 IP 聚合访问日志统计并分页返回；支持 hours 或 since/until 时间窗，需要管理员权限
       parameters:
       - description: 节点 ID
         in: query
@@ -7187,6 +7204,18 @@ paths:
         in: query
         name: host
         type: string
+      - description: 统计时间范围（小时，1-720，默认 168）
+        in: query
+        name: hours
+        type: integer
+      - description: 开始时间 RFC3339（与 until 同时提供时优先于 hours）
+        in: query
+        name: since
+        type: string
+      - description: 结束时间 RFC3339
+        in: query
+        name: until
+        type: string
       - description: 页码
         in: query
         name: p
@@ -7195,7 +7224,7 @@ paths:
         in: query
         name: page_size
         type: integer
-      - description: 排序字段
+      - description: 排序字段 total_requests|request_length|bytes_sent|success_ratio|last_seen_at|remote_addr
         in: query
         name: sort_by
         type: string
diff --git a/frontend/app/(main)/access-logs/components/access-log-detail-dialog.tsx b/frontend/app/(main)/access-logs/components/access-log-detail-dialog.tsx
index b50b59ef..7b95d01c 100644
--- a/frontend/app/(main)/access-logs/components/access-log-detail-dialog.tsx
+++ b/frontend/app/(main)/access-logs/components/access-log-detail-dialog.tsx
@@ -1,83 +1,20 @@
 'use client';
 
-import { useMemo, useState } from 'react';
-import { useMutation, useQuery, useQueryClient } from '@tanstack/react-query';
-import { Area, AreaChart, CartesianGrid, XAxis, YAxis } from 'recharts';
-import { Loader2, ShieldPlus, Trash2 } from 'lucide-react';
-import { toast } from 'sonner';
+import { useState } from 'react';
 
-import { RankChart } from '@/components/data/rank-chart';
-import { EmptyStateWithBorder } from '@/components/layout/empty';
-import { ErrorInline } from '@/components/layout/error';
-import { LoadingStateWithBorder } from '@/components/layout/loading';
 import { Badge } from '@/components/ui/badge';
-import { Button } from '@/components/ui/button';
-import {
-  ChartConfig,
-  ChartContainer,
-  ChartTooltip,
-  ChartTooltipContent,
-} from '@/components/ui/chart';
 import {
   Dialog,
   DialogContent,
   DialogDescription,
-  DialogFooter,
   DialogHeader,
   DialogTitle,
 } from '@/components/ui/dialog';
-import {
-  Select,
-  SelectContent,
-  SelectItem,
-  SelectTrigger,
-  SelectValue,
-} from '@/components/ui/select';
-import { ToggleGroup, ToggleGroupItem } from '@/components/ui/toggle-group';
-import {
-  AccessLogService,
-  type AccessLogItem,
-  type DistributionItem,
-  type WAFIPGroup,
-  WafService,
-} from '@/lib/services/openflare';
+import type { AccessLogItem } from '@/lib/services/openflare';
 import { formatDateTime } from '@/lib/utils';
-import { formatBytes, formatCompactNumber } from '@/lib/utils/metrics';
+import { formatBytes } from '@/lib/utils/metrics';
 
-import { buildIPGroupPayloadFromGroup } from '../../waf/components/helpers';
-import {
-  cacheOutcomeLabel,
-  formatOverviewRangeHint,
-  formatOverviewTrendLabel,
-  OVERVIEW_RANGE_OPTIONS,
-  resolveCacheOutcome,
-  type OverviewRangeHours,
-} from './access-log-utils';
-
-const trendChartConfig = {
-  requests: { label: '请求数', color: 'hsl(var(--primary))' },
-} satisfies ChartConfig;
-
-function resolveBucketMinutes(hours: OverviewRangeHours) {
-  if (hours <= 24) return 30;
-  if (hours <= 168) return 60;
-  return 60;
-}
-
-function groupsContainingIp(groups: WAFIPGroup[], ip: string) {
-  const target = ip.trim();
-  if (!target) return [];
-  return groups.filter((group) =>
-    (group.ip_list ?? []).some((entry) => entry.trim() === target),
-  );
-}
-
-function toRankItems(items: DistributionItem[] | undefined) {
-  return (items ?? []).map((item) => ({
-    label: item.key,
-    value: item.value,
-  }));
-}
+import { cacheOutcomeLabel, resolveCacheOutcome } from './access-log-utils';
 
 function DetailField({
   label,
@@ -104,268 +41,14 @@ function DetailField({
   );
 }
 
-function MetricCard({ label, value }: { label: string; value: string }) {
-  return (
-    <div className='rounded-lg border border-dashed px-3 py-2.5'>
-      <p className='text-[10px] uppercase tracking-wider text-muted-foreground'>
-        {label}
-      </p>
-      <p className='mt-1 text-lg font-semibold tracking-tight'>{value}</p>
-    </div>
-  );
-}
-
-function MiniRankCard({
-  title,
-  items,
-  color,
-}: {
-  title: string;
-  items: { label: string; value: number }[];
-  color: string;
-}) {
-  return (
-    <div className='rounded-lg border border-dashed p-3'>
-      <p className='mb-2 text-sm font-medium'>{title}</p>
-      <RankChart
-        items={items}
-        color={color}
-        className='!h-[220px]'
-        emptyMessage={`暂无 ${title} 数据`}
-      />
-    </div>
-  );
-}
-
-function AddToIPGroupPanel({
-  ip,
-  open,
-  onClose,
-}: {
-  ip: string;
-  open: boolean;
-  onClose: () => void;
-}) {
-  const queryClient = useQueryClient();
-  const [selectedGroupId, setSelectedGroupId] = useState<string>('');
-
-  const groupsQuery = useQuery({
-    queryKey: ['openflare', 'waf', 'ip-groups'],
-    queryFn: () => WafService.listIPGroups(),
-    enabled: open,
-  });
-
-  const groups = useMemo(() => groupsQuery.data ?? [], [groupsQuery.data]);
-  const matchedGroups = useMemo(
-    () => groupsContainingIp(groups, ip),
-    [groups, ip],
-  );
-  const manualGroups = useMemo(
-    () =>
-      groups.filter(
-        (group) => group.type === 'manual' && group.enabled !== false,
-      ),
-    [groups],
-  );
-  const addableGroups = useMemo(
-    () =>
-      manualGroups.filter(
-        (group) =>
-          !(group.ip_list ?? []).some((entry) => entry.trim() === ip.trim()),
-      ),
-    [manualGroups, ip],
-  );
-
-  const updateMutation = useMutation({
-    mutationFn: async ({
-      group,
-      nextList,
-    }: {
-      group: WAFIPGroup;
-      nextList: string[];
-    }) =>
-      WafService.updateIPGroup(
-        group.id,
-        buildIPGroupPayloadFromGroup(group, nextList),
-      ),
-    onSuccess: async () => {
-      await queryClient.invalidateQueries({
-        queryKey: ['openflare', 'waf', 'ip-groups'],
-      });
-    },
-  });
-
-  const handleAdd = async () => {
-    const groupId = Number.parseInt(selectedGroupId, 10);
-    const group = addableGroups.find((item) => item.id === groupId);
-    if (!group) {
-      toast.error('请选择要加入的 IP 组');
-      return;
-    }
-    try {
-      await updateMutation.mutateAsync({
-        group,
-        nextList: [...(group.ip_list ?? []), ip.trim()],
-      });
-      toast.success(`已将 ${ip} 加入 IP 组「${group.name}」`);
-      setSelectedGroupId('');
-    } catch (error) {
-      toast.error(error instanceof Error ? error.message : '加入 IP 组失败');
-    }
-  };
-
-  const handleRemove = async (group: WAFIPGroup) => {
-    try {
-      await updateMutation.mutateAsync({
-        group,
-        nextList: (group.ip_list ?? []).filter(
-          (entry) => entry.trim() !== ip.trim(),
-        ),
-      });
-      toast.success(`已从 IP 组「${group.name}」移除 ${ip}`);
-    } catch (error) {
-      toast.error(error instanceof Error ? error.message : '移除失败');
-    }
-  };
-
-  return (
-    <Dialog
-      open={open}
-      onOpenChange={(next) => {
-        if (!next) {
-          setSelectedGroupId('');
-          onClose();
-        }
-      }}
-    >
-      <DialogContent className='max-w-lg'>
-        <DialogHeader>
-          <DialogTitle>将 IP 加入 IP 组</DialogTitle>
-          <DialogDescription>
-            目标 IP：
-            <span className='font-mono text-foreground'>{ip}</span>
-          </DialogDescription>
-        </DialogHeader>
-
-        {groupsQuery.isLoading ? (
-          <LoadingStateWithBorder title='加载 IP 组' />
-        ) : groupsQuery.isError ? (
-          <ErrorInline
-            message={
-              groupsQuery.error instanceof Error
-                ? groupsQuery.error.message
-                : '加载 IP 组失败'
-            }
-            onRetry={() => void groupsQuery.refetch()}
-          />
-        ) : (
-          <div className='space-y-4'>
-            {matchedGroups.length > 0 ? (
-              <div className='space-y-2 rounded-lg border border-dashed p-3'>
-                <p className='text-sm font-medium text-foreground'>
-                  该 IP 已存在于以下 IP 组
-                </p>
-                <p className='text-xs text-muted-foreground'>
-                  可选择删除，或继续添加到其他 IP 组。
-                </p>
-                <div className='space-y-2'>
-                  {matchedGroups.map((group) => (
-                    <div
-                      key={group.id}
-                      className='flex items-center justify-between gap-2 rounded-md border px-3 py-2'
-                    >
-                      <div className='min-w-0'>
-                        <p className='truncate text-sm font-medium'>
-                          {group.name}
-                        </p>
-                        <p className='text-[11px] text-muted-foreground'>
-                          {group.type} · {group.ip_list?.length ?? 0} 条
-                        </p>
-                      </div>
-                      {group.type === 'manual' ? (
-                        <Button
-                          variant='outline'
-                          size='sm'
-                          className='h-8 shrink-0 text-destructive'
-                          disabled={updateMutation.isPending}
-                          onClick={() => void handleRemove(group)}
-                        >
-                          {updateMutation.isPending ? (
-                            <Loader2 className='size-3.5 animate-spin' />
-                          ) : (
-                            <>
-                              <Trash2 className='mr-1 size-3.5' />
-                              删除
-                            </>
-                          )}
-                        </Button>
-                      ) : (
-                        <Badge variant='outline' className='text-[10px]'>
-                          不可手动删除
-                        </Badge>
-                      )}
-                    </div>
-                  ))}
-                </div>
-              </div>
-            ) : (
-              <p className='text-sm text-muted-foreground'>
-                该 IP 尚未加入任何 IP 组。
-              </p>
-            )}
-
-            <div className='space-y-2'>
-              <p className='text-sm font-medium'>添加到其他 IP 组</p>
-              {addableGroups.length === 0 ? (
-                <p className='text-xs text-muted-foreground'>
-                  没有可写入的手动 IP 组（或已全部包含该 IP）。
-                </p>
-              ) : (
-                <Select
-                  value={selectedGroupId}
-                  onValueChange={setSelectedGroupId}
-                >
-                  <SelectTrigger className='h-9 text-xs'>
-                    <SelectValue placeholder='选择手动 IP 组' />
-                  </SelectTrigger>
-                  <SelectContent>
-                    {addableGroups.map((group) => (
-                      <SelectItem key={group.id} value={String(group.id)}>
-                        {group.name}
-                      </SelectItem>
-                    ))}
-                  </SelectContent>
-                </Select>
-              )}
-            </div>
-          </div>
-        )}
-
-        <DialogFooter>
-          <Button variant='outline' onClick={onClose}>
-            关闭
-          </Button>
-          <Button
-            onClick={() => void handleAdd()}
-            disabled={
-              !selectedGroupId ||
-              updateMutation.isPending ||
-              addableGroups.length === 0
-            }
-          >
-            {updateMutation.isPending ? (
-              <>
-                <Loader2 className='mr-1 size-3.5 animate-spin' />
-                处理中...
-              </>
-            ) : (
-              '加入所选 IP 组'
-            )}
-          </Button>
-        </DialogFooter>
-      </DialogContent>
-    </Dialog>
-  );
+function formatRequestTimeMs(value: number | undefined | null) {
+  if (value == null || !Number.isFinite(value) || value < 0) {
+    return '—';
+  }
+  if (value < 1000) {
+    return `${Math.round(value)} ms`;
+  }
+  return `${(value / 1000).toFixed(2)} s`;
 }
 
 export function AccessLogDetailDialog({
@@ -377,328 +60,104 @@ export function AccessLogDetailDialog({
   item: AccessLogItem | null;
   onOpenChange: (open: boolean) => void;
 }) {
-  const [ipGroupOpen, setIpGroupOpen] = useState(false);
-  const [rangeHours, setRangeHours] = useState<OverviewRangeHours>(24);
   // Keep last selected item while the dialog closes to avoid empty-state flash.
   const [displayItem, setDisplayItem] = useState<AccessLogItem | null>(item);
   if (item && item !== displayItem) {
     setDisplayItem(item);
   }
   const activeItem = item ?? displayItem;
-  const ip = activeItem?.remote_addr?.trim() ?? '';
-  const bucketMinutes = resolveBucketMinutes(rangeHours);
-  const rangeHint = formatOverviewRangeHint(rangeHours);
-
-  const trendQuery = useQuery({
-    queryKey: [
-      'openflare',
-      'access-logs',
-      'ip-trend',
-      ip,
-      rangeHours,
-      bucketMinutes,
-    ],
-    queryFn: () =>
-      AccessLogService.getIPTrend({
-        remote_addr: ip,
-        hours: rangeHours,
-        bucket_minutes: bucketMinutes,
-      }),
-    enabled: open && ip !== '',
-  });
-
-  const analysisQuery = useQuery({
-    queryKey: ['openflare', 'access-logs', 'ip-analysis', ip, rangeHours],
-    queryFn: () =>
-      AccessLogService.getIPAnalysis({
-        remote_addr: ip,
-        hours: rangeHours,
-      }),
-    enabled: open && ip !== '',
-  });
-
-  const trendChartData = useMemo(() => {
-    return (trendQuery.data?.points ?? []).map((point) => ({
-      label: formatOverviewTrendLabel(point.bucket_started_at, rangeHours),
-      requests: point.request_count,
-    }));
-  }, [rangeHours, trendQuery.data?.points]);
-
-  const analysis = analysisQuery.data;
-  const isLoadingIP = trendQuery.isLoading || analysisQuery.isLoading;
-  const isFetchingIP = trendQuery.isFetching || analysisQuery.isFetching;
 
   return (
-    <>
-      <Dialog open={open} onOpenChange={onOpenChange}>
-        <DialogContent className='max-h-[90vh] sm:max-w-6xl md:max-w-6xl overflow-y-auto hide-scrollbar'>
-          <DialogHeader>
-            <DialogTitle>访问日志详情</DialogTitle>
-            <DialogDescription>
-              查看请求字段、User-Agent 与该 IP 的访问趋势及分析数据。
-            </DialogDescription>
-          </DialogHeader>
+    <Dialog open={open} onOpenChange={onOpenChange}>
+      <DialogContent className='max-h-[90vh] sm:max-w-2xl overflow-y-auto hide-scrollbar'>
+        <DialogHeader>
+          <DialogTitle>访问日志详情</DialogTitle>
+          <DialogDescription>
+            本条请求的全部业务字段。IP 访问分析请前往「IP 明细」。
+          </DialogDescription>
+        </DialogHeader>
 
-          {activeItem && (
-            <div className='space-y-5'>
-              <div className='grid gap-4 sm:grid-cols-2'>
-                <DetailField
-                  label='时间'
-                  value={formatDateTime(activeItem.logged_at)}
-                />
-                <DetailField
-                  label='节点'
-                  value={activeItem.node_name || activeItem.node_id || '—'}
-                />
-                <DetailField
-                  label='IP'
-                  value={activeItem.remote_addr || '—'}
-                  mono
-                />
-                <DetailField label='地区' value={activeItem.region || '—'} />
-                <DetailField label='域名' value={activeItem.host || '—'} />
-                <DetailField
-                  label='状态码'
-                  value={
-                    <Badge variant='outline' className='text-[10px]'>
-                      {activeItem.status_code}
-                    </Badge>
-                  }
-                />
-                <DetailField
-                  label='缓存'
-                  value={
-                    <div className='flex flex-wrap items-center gap-2'>
-                      <Badge variant='outline' className='text-[10px]'>
-                        {cacheOutcomeLabel(
-                          resolveCacheOutcome(activeItem.cache_status),
-                        )}
-                      </Badge>
-                      <span className='font-mono text-xs text-muted-foreground'>
-                        {activeItem.cache_status || '—'}
-                      </span>
-                    </div>
-                  }
-                />
-                <DetailField
-                  label='路径'
-                  value={activeItem.path || '—'}
-                  full
-                  mono
-                />
-                <DetailField
-                  label='User-Agent'
-                  value={activeItem.user_agent || '—'}
-                  full
-                  mono
-                />
-              </div>
-
-              <div className='flex flex-wrap items-center justify-between gap-2'>
-                <Button
-                  size='sm'
-                  variant='outline'
-                  disabled={!ip}
-                  onClick={() => setIpGroupOpen(true)}
-                >
-                  <ShieldPlus className='mr-1 size-3.5' />将 IP 加入到 IP 组
-                </Button>
-                <ToggleGroup
-                  type='single'
-                  value={String(rangeHours)}
-                  onValueChange={(value) => {
-                    if (!value) return;
-                    setRangeHours(
-                      Number.parseInt(value, 10) as OverviewRangeHours,
-                    );
-                  }}
-                  variant='outline'
-                  size='sm'
-                >
-                  {OVERVIEW_RANGE_OPTIONS.map((option) => (
-                    <ToggleGroupItem
-                      key={option.value}
-                      value={String(option.value)}
-                      className='px-2.5 text-xs'
-                    >
-                      {option.label}
-                    </ToggleGroupItem>
-                  ))}
-                </ToggleGroup>
-              </div>
-
-              {!ip ? (
-                <EmptyStateWithBorder description='该日志没有有效 IP。' />
-              ) : isLoadingIP ? (
-                <LoadingStateWithBorder title='加载 IP 分析' />
-              ) : (
-                <div className='space-y-4'>
-                  {analysisQuery.isError ? (
-                    <ErrorInline
-                      message={
-                        analysisQuery.error instanceof Error
-                          ? analysisQuery.error.message
-                          : '加载 IP 分析失败'
-                      }
-                      onRetry={() => void analysisQuery.refetch()}
-                    />
-                  ) : analysis ? (
-                    <div className='grid gap-3 sm:grid-cols-2 lg:grid-cols-3'>
-                      <MetricCard
-                        label='总请求'
-                        value={formatCompactNumber(
-                          analysis.summary.total_requests,
-                        )}
-                      />
-                      <MetricCard
-                        label='错误数'
-                        value={formatCompactNumber(
-                          analysis.summary.error_count,
-                        )}
-                      />
-                      <MetricCard
-                        label='已提供带宽'
-                        value={formatBytes(analysis.summary.bandwidth_served)}
-                      />
-                      <MetricCard
-                        label='接收数据'
-                        value={formatBytes(analysis.summary.bytes_received)}
-                      />
-                      <MetricCard
-                        label='独立域名'
-                        value={formatCompactNumber(
-                          analysis.summary.unique_hosts,
-                        )}
-                      />
-                      <MetricCard
-                        label='独立路径'
-                        value={formatCompactNumber(
-                          analysis.summary.unique_paths,
-                        )}
-                      />
-                    </div>
-                  ) : null}
-
-                  <div className='space-y-3 rounded-lg border border-dashed p-4'>
-                    <div className='flex items-center justify-between gap-2'>
-                      <div>
-                        <p className='text-sm font-medium'>IP 请求趋势</p>
-                        <p className='text-xs text-muted-foreground'>
-                          {ip} · {rangeHint} · {bucketMinutes} 分钟桶
-                        </p>
-                      </div>
-                      <Button
-                        size='sm'
-                        variant='ghost'
-                        disabled={isFetchingIP}
-                        onClick={() => {
-                          void trendQuery.refetch();
-                          void analysisQuery.refetch();
-                        }}
-                      >
-                        刷新
-                      </Button>
-                    </div>
-
-                    {trendQuery.isError ? (
-                      <ErrorInline
-                        message={
-                          trendQuery.error instanceof Error
-                            ? trendQuery.error.message
-                            : '加载趋势失败'
-                        }
-                        onRetry={() => void trendQuery.refetch()}
-                      />
-                    ) : trendChartData.every(
-                        (point) => point.requests === 0,
-                      ) ? (
-                      <EmptyStateWithBorder
-                        description={`该 IP 在${rangeHint}内没有访问记录。`}
-                      />
-                    ) : (
-                      <ChartContainer
-                        config={trendChartConfig}
-                        className='h-56 w-full'
-                      >
-                        <AreaChart data={trendChartData}>
-                          <CartesianGrid vertical={false} />
-                          <XAxis
-                            dataKey='label'
-                            tickLine={false}
-                            axisLine={false}
-                            fontSize={10}
-                            minTickGap={24}
-                          />
-                          <YAxis
-                            tickLine={false}
-                            axisLine={false}
-                            fontSize={10}
-                            width={40}
-                            tickFormatter={(value) =>
-                              formatCompactNumber(Number(value))
-                            }
-                          />
-                          <ChartTooltip content={<ChartTooltipContent />} />
-                          <Area
-                            type='monotone'
-                            dataKey='requests'
-                            stroke='var(--color-requests)'
-                            fill='var(--color-requests)'
-                            fillOpacity={0.2}
-                          />
-                        </AreaChart>
-                      </ChartContainer>
+        {activeItem ? (
+          <div className='grid gap-4 sm:grid-cols-2'>
+            <DetailField label='日志 ID' value={activeItem.id || '—'} mono />
+            <DetailField
+              label='请求时间'
+              value={formatDateTime(activeItem.logged_at)}
+            />
+            <DetailField
+              label='入库时间'
+              value={
+                activeItem.created_at
+                  ? formatDateTime(activeItem.created_at)
+                  : '—'
+              }
+            />
+            <DetailField
+              label='节点'
+              value={activeItem.node_name || activeItem.node_id || '—'}
+            />
+            <DetailField
+              label='节点 ID'
+              value={activeItem.node_id || '—'}
+              mono
+            />
+            <DetailField
+              label='客户端 IP'
+              value={activeItem.remote_addr || '—'}
+              mono
+            />
+            <DetailField label='地区' value={activeItem.region || '—'} />
+            <DetailField label='域名' value={activeItem.host || '—'} />
+            <DetailField
+              label='状态码'
+              value={
+                <Badge variant='outline' className='text-[10px]'>
+                  {activeItem.status_code}
+                </Badge>
+              }
+            />
+            <DetailField
+              label='缓存'
+              value={
+                <div className='flex flex-wrap items-center gap-2'>
+                  <Badge variant='outline' className='text-[10px]'>
+                    {cacheOutcomeLabel(
+                      resolveCacheOutcome(activeItem.cache_status),
                     )}
-                  </div>
-
-                  {analysis ? (
-                    <div className='grid gap-3 md:grid-cols-2'>
-                      <MiniRankCard
-                        title='Top Paths'
-                        color='#a78bfa'
-                        items={toRankItems(analysis.top_paths)}
-                      />
-                      <MiniRankCard
-                        title='Top Hosts'
-                        color='#34d399'
-                        items={toRankItems(analysis.top_hosts)}
-                      />
-                      <MiniRankCard
-                        title='Status Codes'
-                        color='#f59e0b'
-                        items={toRankItems(analysis.status_codes)}
-                      />
-                      <MiniRankCard
-                        title='Top User-Agents'
-                        color='#818cf8'
-                        items={toRankItems(analysis.top_user_agents)}
-                      />
-                      <MiniRankCard
-                        title='Device Types'
-                        color='#38bdf8'
-                        items={toRankItems(analysis.device_types)}
-                      />
-                      <MiniRankCard
-                        title='Top Browsers'
-                        color='#22c55e'
-                        items={toRankItems(analysis.top_browsers)}
-                      />
-                    </div>
-                  ) : null}
+                  </Badge>
+                  <span className='font-mono text-xs text-muted-foreground'>
+                    {activeItem.cache_status || '—'}
+                  </span>
                 </div>
-              )}
-            </div>
-          )}
-        </DialogContent>
-      </Dialog>
-
-      {ip ? (
-        <AddToIPGroupPanel
-          ip={ip}
-          open={ipGroupOpen}
-          onClose={() => setIpGroupOpen(false)}
-        />
-      ) : null}
-    </>
+              }
+            />
+            <DetailField
+              label='出站流量'
+              value={formatBytes(activeItem.bytes_sent ?? 0)}
+            />
+            <DetailField
+              label='入站流量'
+              value={formatBytes(activeItem.request_length ?? 0)}
+            />
+            <DetailField
+              label='请求耗时'
+              value={formatRequestTimeMs(activeItem.request_time_ms)}
+            />
+            <DetailField
+              label='路径'
+              value={activeItem.path || '—'}
+              full
+              mono
+            />
+            <DetailField
+              label='User-Agent'
+              value={activeItem.user_agent || '—'}
+              full
+              mono
+            />
+          </div>
+        ) : null}
+      </DialogContent>
+    </Dialog>
   );
 }
diff --git a/frontend/app/(main)/access-logs/components/access-log-utils.ts b/frontend/app/(main)/access-logs/components/access-log-utils.ts
index bc0be48c..829bf527 100644
--- a/frontend/app/(main)/access-logs/components/access-log-utils.ts
+++ b/frontend/app/(main)/access-logs/components/access-log-utils.ts
@@ -1,4 +1,4 @@
-export type AccessLogTab = 'overview' | 'list';
+export type AccessLogTab = 'overview' | 'ips' | 'list';
 
 export type SearchDraft = {
   nodeId: string;
@@ -30,6 +30,19 @@ export const DETAIL_SORT_OPTIONS = [
   { value: 'remote_addr:desc', label: 'IP 倒序' },
 ];
 
+export const IP_SORT_OPTIONS = [
+  { value: 'total_requests:desc', label: '请求数从高到低' },
+  { value: 'total_requests:asc', label: '请求数从低到高' },
+  { value: 'request_length:desc', label: '入站从高到低' },
+  { value: 'request_length:asc', label: '入站从低到高' },
+  { value: 'bytes_sent:desc', label: '出站从高到低' },
+  { value: 'bytes_sent:asc', label: '出站从低到高' },
+  { value: 'success_ratio:desc', label: '2xx 比例从高到低' },
+  { value: 'success_ratio:asc', label: '2xx 比例从低到高' },
+  { value: 'last_seen_at:desc', label: '最后访问从新到旧' },
+  { value: 'last_seen_at:asc', label: '最后访问从旧到新' },
+];
+
 export function parseSortValue(value: string) {
   const [sortBy = 'logged_at', sortOrder = 'desc'] = value.split(':');
   return {
diff --git a/frontend/app/(main)/access-logs/components/ip-analysis-panel.tsx b/frontend/app/(main)/access-logs/components/ip-analysis-panel.tsx
new file mode 100644
index 00000000..ae6f2a92
--- /dev/null
+++ b/frontend/app/(main)/access-logs/components/ip-analysis-panel.tsx
@@ -0,0 +1,607 @@
+'use client';
+
+import { useMemo, useState } from 'react';
+import { useMutation, useQuery, useQueryClient } from '@tanstack/react-query';
+import { Area, AreaChart, CartesianGrid, XAxis, YAxis } from 'recharts';
+import { Loader2, ShieldPlus, Trash2 } from 'lucide-react';
+import { toast } from 'sonner';
+
+import { RankChart } from '@/components/data/rank-chart';
+import { EmptyStateWithBorder } from '@/components/layout/empty';
+import { ErrorInline } from '@/components/layout/error';
+import { LoadingStateWithBorder } from '@/components/layout/loading';
+import { Badge } from '@/components/ui/badge';
+import { Button } from '@/components/ui/button';
+import {
+  ChartConfig,
+  ChartContainer,
+  ChartTooltip,
+  ChartTooltipContent,
+} from '@/components/ui/chart';
+import {
+  Dialog,
+  DialogContent,
+  DialogDescription,
+  DialogFooter,
+  DialogHeader,
+  DialogTitle,
+} from '@/components/ui/dialog';
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from '@/components/ui/select';
+import { ToggleGroup, ToggleGroupItem } from '@/components/ui/toggle-group';
+import {
+  AccessLogService,
+  type DistributionItem,
+  type WAFIPGroup,
+  WafService,
+} from '@/lib/services/openflare';
+import { formatBytes, formatCompactNumber } from '@/lib/utils/metrics';
+
+import { buildIPGroupPayloadFromGroup } from '../../waf/components/helpers';
+import {
+  formatOverviewRangeHint,
+  formatOverviewTrendLabel,
+  OVERVIEW_RANGE_OPTIONS,
+  type OverviewRangeHours,
+} from './access-log-utils';
+
+const trendChartConfig = {
+  requests: { label: '请求数', color: 'hsl(var(--primary))' },
+} satisfies ChartConfig;
+
+function resolveBucketMinutes(hours: number) {
+  if (hours <= 24) return 30;
+  return 60;
+}
+
+function groupsContainingIp(groups: WAFIPGroup[], ip: string) {
+  const target = ip.trim();
+  if (!target) return [];
+  return groups.filter((group) =>
+    (group.ip_list ?? []).some((entry) => entry.trim() === target),
+  );
+}
+
+function toRankItems(items: DistributionItem[] | undefined) {
+  return (items ?? []).map((item) => ({
+    label: item.key,
+    value: item.value,
+  }));
+}
+
+/** Clamp analysis/trend window to API limits (1–720 hours). */
+function clampAnalysisHours(hours: number): number {
+  if (!Number.isFinite(hours) || hours <= 0) return 24;
+  return Math.min(720, Math.max(1, Math.round(hours)));
+}
+
+function isOverviewPreset(hours: number): hours is OverviewRangeHours {
+  return hours === 24 || hours === 168 || hours === 360 || hours === 720;
+}
+
+function MetricCard({ label, value }: { label: string; value: string }) {
+  return (
+    <div className='rounded-lg border border-dashed px-3 py-2.5'>
+      <p className='text-[10px] uppercase tracking-wider text-muted-foreground'>
+        {label}
+      </p>
+      <p className='mt-1 text-lg font-semibold tracking-tight'>{value}</p>
+    </div>
+  );
+}
+
+function MiniRankCard({
+  title,
+  items,
+  color,
+}: {
+  title: string;
+  items: { label: string; value: number }[];
+  color: string;
+}) {
+  return (
+    <div className='rounded-lg border border-dashed p-3'>
+      <p className='mb-2 text-sm font-medium'>{title}</p>
+      <RankChart
+        items={items}
+        color={color}
+        className='!h-[220px]'
+        emptyMessage={`暂无 ${title} 数据`}
+      />
+    </div>
+  );
+}
+
+function AddToIPGroupPanel({
+  ip,
+  open,
+  onClose,
+}: {
+  ip: string;
+  open: boolean;
+  onClose: () => void;
+}) {
+  const queryClient = useQueryClient();
+  const [selectedGroupId, setSelectedGroupId] = useState<string>('');
+
+  const groupsQuery = useQuery({
+    queryKey: ['openflare', 'waf', 'ip-groups'],
+    queryFn: () => WafService.listIPGroups(),
+    enabled: open,
+  });
+
+  const groups = useMemo(() => groupsQuery.data ?? [], [groupsQuery.data]);
+  const matchedGroups = useMemo(
+    () => groupsContainingIp(groups, ip),
+    [groups, ip],
+  );
+  const manualGroups = useMemo(
+    () =>
+      groups.filter(
+        (group) => group.type === 'manual' && group.enabled !== false,
+      ),
+    [groups],
+  );
+  const addableGroups = useMemo(
+    () =>
+      manualGroups.filter(
+        (group) =>
+          !(group.ip_list ?? []).some((entry) => entry.trim() === ip.trim()),
+      ),
+    [manualGroups, ip],
+  );
+
+  const updateMutation = useMutation({
+    mutationFn: async ({
+      group,
+      nextList,
+    }: {
+      group: WAFIPGroup;
+      nextList: string[];
+    }) =>
+      WafService.updateIPGroup(
+        group.id,
+        buildIPGroupPayloadFromGroup(group, nextList),
+      ),
+    onSuccess: async () => {
+      await queryClient.invalidateQueries({
+        queryKey: ['openflare', 'waf', 'ip-groups'],
+      });
+    },
+  });
+
+  const handleAdd = async () => {
+    const groupId = Number.parseInt(selectedGroupId, 10);
+    const group = addableGroups.find((item) => item.id === groupId);
+    if (!group) {
+      toast.error('请选择要加入的 IP 组');
+      return;
+    }
+    try {
+      await updateMutation.mutateAsync({
+        group,
+        nextList: [...(group.ip_list ?? []), ip.trim()],
+      });
+      toast.success(`已将 ${ip} 加入 IP 组「${group.name}」`);
+      setSelectedGroupId('');
+    } catch (error) {
+      toast.error(error instanceof Error ? error.message : '加入 IP 组失败');
+    }
+  };
+
+  const handleRemove = async (group: WAFIPGroup) => {
+    try {
+      await updateMutation.mutateAsync({
+        group,
+        nextList: (group.ip_list ?? []).filter(
+          (entry) => entry.trim() !== ip.trim(),
+        ),
+      });
+      toast.success(`已从 IP 组「${group.name}」移除 ${ip}`);
+    } catch (error) {
+      toast.error(error instanceof Error ? error.message : '移除失败');
+    }
+  };
+
+  return (
+    <Dialog
+      open={open}
+      onOpenChange={(next) => {
+        if (!next) {
+          setSelectedGroupId('');
+          onClose();
+        }
+      }}
+    >
+      <DialogContent className='max-w-lg'>
+        <DialogHeader>
+          <DialogTitle>将 IP 加入 IP 组</DialogTitle>
+          <DialogDescription>
+            目标 IP：
+            <span className='font-mono text-foreground'>{ip}</span>
+          </DialogDescription>
+        </DialogHeader>
+
+        {groupsQuery.isLoading ? (
+          <LoadingStateWithBorder title='加载 IP 组' />
+        ) : groupsQuery.isError ? (
+          <ErrorInline
+            message={
+              groupsQuery.error instanceof Error
+                ? groupsQuery.error.message
+                : '加载 IP 组失败'
+            }
+            onRetry={() => void groupsQuery.refetch()}
+          />
+        ) : (
+          <div className='space-y-4'>
+            {matchedGroups.length > 0 ? (
+              <div className='space-y-2 rounded-lg border border-dashed p-3'>
+                <p className='text-sm font-medium text-foreground'>
+                  该 IP 已存在于以下 IP 组
+                </p>
+                <p className='text-xs text-muted-foreground'>
+                  可选择删除，或继续添加到其他 IP 组。
+                </p>
+                <div className='space-y-2'>
+                  {matchedGroups.map((group) => (
+                    <div
+                      key={group.id}
+                      className='flex items-center justify-between gap-2 rounded-md border px-3 py-2'
+                    >
+                      <div className='min-w-0'>
+                        <p className='truncate text-sm font-medium'>
+                          {group.name}
+                        </p>
+                        <p className='text-[11px] text-muted-foreground'>
+                          {group.type} · {group.ip_list?.length ?? 0} 条
+                        </p>
+                      </div>
+                      {group.type === 'manual' ? (
+                        <Button
+                          variant='outline'
+                          size='sm'
+                          className='h-8 shrink-0 text-destructive'
+                          disabled={updateMutation.isPending}
+                          onClick={() => void handleRemove(group)}
+                        >
+                          {updateMutation.isPending ? (
+                            <Loader2 className='size-3.5 animate-spin' />
+                          ) : (
+                            <>
+                              <Trash2 className='mr-1 size-3.5' />
+                              删除
+                            </>
+                          )}
+                        </Button>
+                      ) : (
+                        <Badge variant='outline' className='text-[10px]'>
+                          不可手动删除
+                        </Badge>
+                      )}
+                    </div>
+                  ))}
+                </div>
+              </div>
+            ) : (
+              <p className='text-sm text-muted-foreground'>
+                该 IP 尚未加入任何 IP 组。
+              </p>
+            )}
+
+            <div className='space-y-2'>
+              <p className='text-sm font-medium'>添加到其他 IP 组</p>
+              {addableGroups.length === 0 ? (
+                <p className='text-xs text-muted-foreground'>
+                  没有可写入的手动 IP 组（或已全部包含该 IP）。
+                </p>
+              ) : (
+                <Select
+                  value={selectedGroupId}
+                  onValueChange={setSelectedGroupId}
+                >
+                  <SelectTrigger className='h-9 text-xs'>
+                    <SelectValue placeholder='选择手动 IP 组' />
+                  </SelectTrigger>
+                  <SelectContent>
+                    {addableGroups.map((group) => (
+                      <SelectItem key={group.id} value={String(group.id)}>
+                        {group.name}
+                      </SelectItem>
+                    ))}
+                  </SelectContent>
+                </Select>
+              )}
+            </div>
+          </div>
+        )}
+
+        <DialogFooter>
+          <Button variant='outline' onClick={onClose}>
+            关闭
+          </Button>
+          <Button
+            onClick={() => void handleAdd()}
+            disabled={
+              !selectedGroupId ||
+              updateMutation.isPending ||
+              addableGroups.length === 0
+            }
+          >
+            {updateMutation.isPending ? (
+              <>
+                <Loader2 className='mr-1 size-3.5 animate-spin' />
+                处理中...
+              </>
+            ) : (
+              '加入所选 IP 组'
+            )}
+          </Button>
+        </DialogFooter>
+      </DialogContent>
+    </Dialog>
+  );
+}
+
+export function IpAnalysisPanel({
+  ip,
+  enabled,
+  initialHours = 24,
+}: {
+  ip: string;
+  enabled: boolean;
+  /**
+   * Exact analysis window in hours (1–720), aligned with list filter duration.
+   * Remount with key={ip} when switching IPs so this re-initializes.
+   */
+  initialHours?: number;
+}) {
+  const [ipGroupOpen, setIpGroupOpen] = useState(false);
+  const [rangeHours, setRangeHours] = useState(() =>
+    clampAnalysisHours(initialHours),
+  );
+
+  const bucketMinutes = resolveBucketMinutes(rangeHours);
+  const rangeHint = isOverviewPreset(rangeHours)
+    ? formatOverviewRangeHint(rangeHours)
+    : `近 ${rangeHours} 小时`;
+
+  const trendQuery = useQuery({
+    queryKey: [
+      'openflare',
+      'access-logs',
+      'ip-trend',
+      ip,
+      rangeHours,
+      bucketMinutes,
+    ],
+    queryFn: () =>
+      AccessLogService.getIPTrend({
+        remote_addr: ip,
+        hours: rangeHours,
+        bucket_minutes: bucketMinutes,
+      }),
+    enabled: enabled && ip !== '',
+  });
+
+  const analysisQuery = useQuery({
+    queryKey: ['openflare', 'access-logs', 'ip-analysis', ip, rangeHours],
+    queryFn: () =>
+      AccessLogService.getIPAnalysis({
+        remote_addr: ip,
+        hours: rangeHours,
+      }),
+    enabled: enabled && ip !== '',
+  });
+
+  const trendChartData = useMemo(() => {
+    return (trendQuery.data?.points ?? []).map((point) => ({
+      label: formatOverviewTrendLabel(point.bucket_started_at, rangeHours),
+      requests: point.request_count,
+    }));
+  }, [rangeHours, trendQuery.data?.points]);
+
+  const analysis = analysisQuery.data;
+  const isLoadingIP = trendQuery.isLoading || analysisQuery.isLoading;
+  const isFetchingIP = trendQuery.isFetching || analysisQuery.isFetching;
+
+  if (!ip) {
+    return <EmptyStateWithBorder description='没有有效 IP。' />;
+  }
+
+  return (
+    <>
+      <div className='space-y-4'>
+        <div className='flex flex-wrap items-center justify-between gap-2'>
+          <Button
+            size='sm'
+            variant='outline'
+            onClick={() => setIpGroupOpen(true)}
+          >
+            <ShieldPlus className='mr-1 size-3.5' />将 IP 加入到 IP 组
+          </Button>
+          <ToggleGroup
+            type='single'
+            value={isOverviewPreset(rangeHours) ? String(rangeHours) : ''}
+            onValueChange={(value) => {
+              if (!value) return;
+              setRangeHours(clampAnalysisHours(Number.parseInt(value, 10)));
+            }}
+            variant='outline'
+            size='sm'
+          >
+            {OVERVIEW_RANGE_OPTIONS.map((option) => (
+              <ToggleGroupItem
+                key={option.value}
+                value={String(option.value)}
+                className='px-2.5 text-xs'
+              >
+                {option.label}
+              </ToggleGroupItem>
+            ))}
+          </ToggleGroup>
+        </div>
+
+        {isLoadingIP ? (
+          <LoadingStateWithBorder title='加载 IP 分析' />
+        ) : (
+          <div className='space-y-4'>
+            {analysisQuery.isError ? (
+              <ErrorInline
+                message={
+                  analysisQuery.error instanceof Error
+                    ? analysisQuery.error.message
+                    : '加载 IP 分析失败'
+                }
+                onRetry={() => void analysisQuery.refetch()}
+              />
+            ) : analysis ? (
+              <div className='grid gap-3 sm:grid-cols-2 lg:grid-cols-3'>
+                <MetricCard
+                  label='总请求'
+                  value={formatCompactNumber(analysis.summary.total_requests)}
+                />
+                <MetricCard
+                  label='错误数'
+                  value={formatCompactNumber(analysis.summary.error_count)}
+                />
+                <MetricCard
+                  label='已提供带宽'
+                  value={formatBytes(analysis.summary.bandwidth_served)}
+                />
+                <MetricCard
+                  label='接收数据'
+                  value={formatBytes(analysis.summary.bytes_received)}
+                />
+                <MetricCard
+                  label='独立域名'
+                  value={formatCompactNumber(analysis.summary.unique_hosts)}
+                />
+                <MetricCard
+                  label='独立路径'
+                  value={formatCompactNumber(analysis.summary.unique_paths)}
+                />
+              </div>
+            ) : null}
+
+            <div className='space-y-3 rounded-lg border border-dashed p-4'>
+              <div className='flex items-center justify-between gap-2'>
+                <div>
+                  <p className='text-sm font-medium'>IP 请求趋势</p>
+                  <p className='text-xs text-muted-foreground'>
+                    {ip} · {rangeHint} · {bucketMinutes} 分钟桶
+                  </p>
+                </div>
+                <Button
+                  size='sm'
+                  variant='ghost'
+                  disabled={isFetchingIP}
+                  onClick={() => {
+                    void trendQuery.refetch();
+                    void analysisQuery.refetch();
+                  }}
+                >
+                  刷新
+                </Button>
+              </div>
+
+              {trendQuery.isError ? (
+                <ErrorInline
+                  message={
+                    trendQuery.error instanceof Error
+                      ? trendQuery.error.message
+                      : '加载趋势失败'
+                  }
+                  onRetry={() => void trendQuery.refetch()}
+                />
+              ) : trendChartData.every((point) => point.requests === 0) ? (
+                <EmptyStateWithBorder
+                  description={`该 IP 在${rangeHint}内没有访问记录。`}
+                />
+              ) : (
+                <ChartContainer
+                  config={trendChartConfig}
+                  className='h-56 w-full'
+                >
+                  <AreaChart data={trendChartData}>
+                    <CartesianGrid vertical={false} />
+                    <XAxis
+                      dataKey='label'
+                      tickLine={false}
+                      axisLine={false}
+                      fontSize={10}
+                      minTickGap={24}
+                    />
+                    <YAxis
+                      tickLine={false}
+                      axisLine={false}
+                      fontSize={10}
+                      width={40}
+                      tickFormatter={(value) =>
+                        formatCompactNumber(Number(value))
+                      }
+                    />
+                    <ChartTooltip content={<ChartTooltipContent />} />
+                    <Area
+                      type='monotone'
+                      dataKey='requests'
+                      stroke='var(--color-requests)'
+                      fill='var(--color-requests)'
+                      fillOpacity={0.2}
+                    />
+                  </AreaChart>
+                </ChartContainer>
+              )}
+            </div>
+
+            {analysis ? (
+              <div className='grid gap-3 md:grid-cols-2'>
+                <MiniRankCard
+                  title='Top Paths'
+                  color='#a78bfa'
+                  items={toRankItems(analysis.top_paths)}
+                />
+                <MiniRankCard
+                  title='Top Hosts'
+                  color='#34d399'
+                  items={toRankItems(analysis.top_hosts)}
+                />
+                <MiniRankCard
+                  title='Status Codes'
+                  color='#f59e0b'
+                  items={toRankItems(analysis.status_codes)}
+                />
+                <MiniRankCard
+                  title='Top User-Agents'
+                  color='#818cf8'
+                  items={toRankItems(analysis.top_user_agents)}
+                />
+                <MiniRankCard
+                  title='Device Types'
+                  color='#38bdf8'
+                  items={toRankItems(analysis.device_types)}
+                />
+                <MiniRankCard
+                  title='Top Browsers'
+                  color='#22c55e'
+                  items={toRankItems(analysis.top_browsers)}
+                />
+              </div>
+            ) : null}
+          </div>
+        )}
+      </div>
+
+      <AddToIPGroupPanel
+        ip={ip}
+        open={ipGroupOpen}
+        onClose={() => setIpGroupOpen(false)}
+      />
+    </>
+  );
+}
diff --git a/frontend/app/(main)/access-logs/components/ip-detail-dialog.tsx b/frontend/app/(main)/access-logs/components/ip-detail-dialog.tsx
new file mode 100644
index 00000000..d8051ff6
--- /dev/null
+++ b/frontend/app/(main)/access-logs/components/ip-detail-dialog.tsx
@@ -0,0 +1,58 @@
+'use client';
+
+import { useState } from 'react';
+
+import {
+  Dialog,
+  DialogContent,
+  DialogDescription,
+  DialogHeader,
+  DialogTitle,
+} from '@/components/ui/dialog';
+
+import { IpAnalysisPanel } from './ip-analysis-panel';
+
+export function IpDetailDialog({
+  open,
+  remoteAddr,
+  region,
+  initialHours,
+  onOpenChange,
+}: {
+  open: boolean;
+  remoteAddr: string | null;
+  region?: string;
+  initialHours?: number;
+  onOpenChange: (open: boolean) => void;
+}) {
+  const [displayAddr, setDisplayAddr] = useState<string | null>(remoteAddr);
+  const [displayRegion, setDisplayRegion] = useState(region);
+  if (remoteAddr && remoteAddr !== displayAddr) {
+    setDisplayAddr(remoteAddr);
+    setDisplayRegion(region);
+  }
+  const ip = remoteAddr ?? displayAddr ?? '';
+
+  return (
+    <Dialog open={open} onOpenChange={onOpenChange}>
+      <DialogContent className='max-h-[90vh] sm:max-w-6xl md:max-w-6xl overflow-y-auto hide-scrollbar'>
+        <DialogHeader>
+          <DialogTitle>IP 详情</DialogTitle>
+          <DialogDescription>
+            <span className='font-mono text-foreground'>{ip || '—'}</span>
+            {displayRegion ? (
+              <span className='text-muted-foreground'> · {displayRegion}</span>
+            ) : null}
+            。查看该 IP 的访问趋势、分布与 WAF IP 组操作。
+          </DialogDescription>
+        </DialogHeader>
+        <IpAnalysisPanel
+          key={ip}
+          ip={ip}
+          enabled={open && ip !== ''}
+          initialHours={initialHours}
+        />
+      </DialogContent>
+    </Dialog>
+  );
+}
diff --git a/frontend/app/(main)/access-logs/components/ip-tab.tsx b/frontend/app/(main)/access-logs/components/ip-tab.tsx
new file mode 100644
index 00000000..0d7b7faa
--- /dev/null
+++ b/frontend/app/(main)/access-logs/components/ip-tab.tsx
@@ -0,0 +1,506 @@
+'use client';
+
+import { useEffect, useMemo, useState } from 'react';
+import { Eye } from 'lucide-react';
+
+import { EmptyStateWithBorder } from '@/components/layout/empty';
+import { ErrorInline } from '@/components/layout/error';
+import { LoadingStateWithBorder } from '@/components/layout/loading';
+import { Button } from '@/components/ui/button';
+import { Input } from '@/components/ui/input';
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from '@/components/ui/select';
+import {
+  Table,
+  TableBody,
+  TableCell,
+  TableHead,
+  TableHeader,
+  TableRow,
+} from '@/components/ui/table';
+import { ToggleGroup, ToggleGroupItem } from '@/components/ui/toggle-group';
+import {
+  Tooltip,
+  TooltipContent,
+  TooltipTrigger,
+} from '@/components/ui/tooltip';
+import type {
+  AccessLogIPSummaryItem,
+  AccessLogIPSummaryList,
+} from '@/lib/services/openflare';
+import { formatDateTime } from '@/lib/utils';
+import { formatBytes, formatCompactNumber } from '@/lib/utils/metrics';
+
+import {
+  formatOverviewRangeHint,
+  IP_SORT_OPTIONS,
+  OVERVIEW_RANGE_OPTIONS,
+  PAGE_SIZE_OPTIONS,
+  type OverviewRangeHours,
+} from './access-log-utils';
+import { IpDetailDialog } from './ip-detail-dialog';
+
+export function toLocalInputValue(date: Date) {
+  const pad = (n: number) => `${n}`.padStart(2, '0');
+  return `${date.getFullYear()}-${pad(date.getMonth() + 1)}-${pad(date.getDate())}T${pad(date.getHours())}:${pad(date.getMinutes())}`;
+}
+
+/** Default local range ending now, spanning `hours`. */
+export function defaultLocalRangeForHours(hours: number) {
+  const until = new Date();
+  const since = new Date(until.getTime() - hours * 3_600_000);
+  return {
+    since: toLocalInputValue(since),
+    until: toLocalInputValue(until),
+  };
+}
+
+function localInputToRFC3339(value: string) {
+  const date = new Date(value);
+  if (Number.isNaN(date.getTime())) return '';
+  return date.toISOString();
+}
+
+const MAX_CUSTOM_RANGE_MS = 30 * 24 * 3_600_000;
+
+/** Validate custom local datetime-local range; returns error message or null. */
+export function validateCustomTimeRange(
+  sinceLocal: string,
+  untilLocal: string,
+): string | null {
+  if (!sinceLocal.trim() || !untilLocal.trim()) {
+    return '请填写开始与结束时间';
+  }
+  const sinceMs = new Date(sinceLocal).getTime();
+  const untilMs = new Date(untilLocal).getTime();
+  if (Number.isNaN(sinceMs) || Number.isNaN(untilMs)) {
+    return '时间格式无效';
+  }
+  if (untilMs <= sinceMs) {
+    return '结束时间必须晚于开始时间';
+  }
+  if (untilMs - sinceMs > MAX_CUSTOM_RANGE_MS) {
+    return '时间范围不能超过 30 天';
+  }
+  return null;
+}
+
+function formatRatio(ratio: number) {
+  if (!Number.isFinite(ratio) || ratio < 0) return '0%';
+  return `${(ratio * 100).toFixed(1)}%`;
+}
+
+/** Exact hours for analysis API (1–720), matching list window duration. */
+export function resolveAnalysisHours(input: {
+  timeMode: IpTabTimeMode;
+  hours: OverviewRangeHours;
+  customSince: string;
+  customUntil: string;
+}): number {
+  if (input.timeMode === 'custom' && input.customSince && input.customUntil) {
+    const ms =
+      new Date(input.customUntil).getTime() -
+      new Date(input.customSince).getTime();
+    if (Number.isFinite(ms) && ms > 0) {
+      return Math.min(720, Math.max(1, Math.ceil(ms / 3_600_000)));
+    }
+  }
+  return input.hours;
+}
+
+function PaginationBar({
+  page,
+  hasMore,
+  loading,
+  totalIp,
+  onPrev,
+  onNext,
+}: {
+  page: number;
+  hasMore: boolean;
+  loading: boolean;
+  totalIp?: number;
+  onPrev: () => void;
+  onNext: () => void;
+}) {
+  return (
+    <div className='flex items-center justify-between px-4 py-3 border-t border-dashed'>
+      <p className='text-xs text-muted-foreground'>
+        当前第 {page + 1} 页
+        {typeof totalIp === 'number' ? ` · 共 ${totalIp} 个 IP` : ''}
+      </p>
+      <div className='flex gap-2'>
+        <Button
+          variant='outline'
+          size='sm'
+          disabled={loading || page <= 0}
+          onClick={onPrev}
+        >
+          上一页
+        </Button>
+        <Button
+          variant='outline'
+          size='sm'
+          disabled={loading || !hasMore}
+          onClick={onNext}
+        >
+          下一页
+        </Button>
+      </div>
+    </div>
+  );
+}
+
+export type IpTabTimeMode = 'preset' | 'custom';
+
+export function IpTab({
+  data,
+  loading,
+  error,
+  page,
+  pageSize,
+  sort,
+  hours,
+  timeMode,
+  customSince,
+  customUntil,
+  onHoursChange,
+  onTimeModeChange,
+  onApplyCustomRange,
+  onPageSizeChange,
+  onSortChange,
+  onRetry,
+  onPrevPage,
+  onNextPage,
+  isFetching,
+}: {
+  data?: AccessLogIPSummaryList;
+  loading: boolean;
+  error: Error | null;
+  page: number;
+  pageSize: number;
+  sort: string;
+  hours: OverviewRangeHours;
+  timeMode: IpTabTimeMode;
+  /** Applied custom range (local datetime-local strings). */
+  customSince: string;
+  customUntil: string;
+  onHoursChange: (hours: OverviewRangeHours) => void;
+  onTimeModeChange: (mode: IpTabTimeMode) => void;
+  /** Commit validated custom range for list query. */
+  onApplyCustomRange: (since: string, until: string) => void;
+  onPageSizeChange: (size: number) => void;
+  onSortChange: (value: string) => void;
+  onRetry: () => void;
+  onPrevPage: () => void;
+  onNextPage: () => void;
+  isFetching: boolean;
+}) {
+  const [selected, setSelected] = useState<AccessLogIPSummaryItem | null>(null);
+  const [detailOpen, setDetailOpen] = useState(false);
+  const [draftSince, setDraftSince] = useState(customSince);
+  const [draftUntil, setDraftUntil] = useState(customUntil);
+  const [customError, setCustomError] = useState<string | null>(null);
+
+  const defaultCustomRange = useMemo(
+    () => defaultLocalRangeForHours(hours),
+    [hours],
+  );
+
+  useEffect(() => {
+    if (timeMode !== 'custom') {
+      setCustomError(null);
+      return;
+    }
+    // Sync draft from applied range when entering custom or after apply.
+    setDraftSince(customSince || defaultCustomRange.since);
+    setDraftUntil(customUntil || defaultCustomRange.until);
+    setCustomError(null);
+  }, [timeMode, customSince, customUntil, defaultCustomRange]);
+
+  const analysisHours = resolveAnalysisHours({
+    timeMode,
+    hours,
+    customSince,
+    customUntil,
+  });
+
+  const rangeHint =
+    timeMode === 'custom' && customSince && customUntil
+      ? '自定义区间'
+      : timeMode === 'custom'
+        ? '自定义（未应用）'
+        : formatOverviewRangeHint(hours);
+
+  const handleApplyCustom = () => {
+    const message = validateCustomTimeRange(draftSince, draftUntil);
+    if (message) {
+      setCustomError(message);
+      return;
+    }
+    setCustomError(null);
+    onApplyCustomRange(draftSince, draftUntil);
+  };
+
+  return (
+    <>
+      <div className='space-y-4'>
+        <div className='rounded-lg border border-dashed bg-background p-4 space-y-3'>
+          <div className='flex flex-wrap items-center justify-between gap-3'>
+            <div className='space-y-1'>
+              <p className='text-sm font-medium'>时间范围</p>
+              <p className='text-xs text-muted-foreground'>
+                当前：{rangeHint}
+                {data?.total_ip != null
+                  ? ` · ${formatCompactNumber(data.total_ip)} 个 IP`
+                  : ''}
+              </p>
+            </div>
+            <div className='flex flex-wrap items-center gap-2'>
+              <ToggleGroup
+                type='single'
+                value={timeMode === 'preset' ? String(hours) : ''}
+                onValueChange={(value) => {
+                  if (!value) return;
+                  onTimeModeChange('preset');
+                  onHoursChange(
+                    Number.parseInt(value, 10) as OverviewRangeHours,
+                  );
+                }}
+                variant='outline'
+                size='sm'
+              >
+                {OVERVIEW_RANGE_OPTIONS.map((option) => (
+                  <ToggleGroupItem
+                    key={option.value}
+                    value={String(option.value)}
+                    className='px-2.5 text-xs'
+                  >
+                    {option.label}
+                  </ToggleGroupItem>
+                ))}
+              </ToggleGroup>
+              <Button
+                size='sm'
+                variant={timeMode === 'custom' ? 'default' : 'outline'}
+                className='h-8 text-xs'
+                onClick={() => onTimeModeChange('custom')}
+              >
+                自定义
+              </Button>
+            </div>
+          </div>
+
+          {timeMode === 'custom' ? (
+            <div className='space-y-2'>
+              <div className='flex flex-wrap items-end gap-3'>
+                <div className='space-y-1'>
+                  <p className='text-xs text-muted-foreground'>开始</p>
+                  <Input
+                    type='datetime-local'
+                    className='h-9 w-52 text-xs'
+                    value={draftSince || defaultCustomRange.since}
+                    onChange={(e) => {
+                      setDraftSince(e.target.value);
+                      setCustomError(null);
+                    }}
+                  />
+                </div>
+                <div className='space-y-1'>
+                  <p className='text-xs text-muted-foreground'>结束</p>
+                  <Input
+                    type='datetime-local'
+                    className='h-9 w-52 text-xs'
+                    value={draftUntil || defaultCustomRange.until}
+                    onChange={(e) => {
+                      setDraftUntil(e.target.value);
+                      setCustomError(null);
+                    }}
+                  />
+                </div>
+                <Button
+                  size='sm'
+                  className='h-9 text-xs'
+                  onClick={handleApplyCustom}
+                >
+                  应用
+                </Button>
+              </div>
+              {customError ? (
+                <p className='text-xs text-destructive'>{customError}</p>
+              ) : (
+                <p className='text-xs text-muted-foreground'>
+                  修改时间后点击「应用」再查询；详情分析窗口与列表时长对齐。
+                </p>
+              )}
+            </div>
+          ) : null}
+
+          <div className='flex flex-wrap items-center gap-3'>
+            <div className='space-y-1'>
+              <p className='text-xs text-muted-foreground'>排序</p>
+              <Select value={sort} onValueChange={onSortChange}>
+                <SelectTrigger className='h-8 w-48 text-xs'>
+                  <SelectValue />
+                </SelectTrigger>
+                <SelectContent>
+                  {IP_SORT_OPTIONS.map((option) => (
+                    <SelectItem key={option.value} value={option.value}>
+                      {option.label}
+                    </SelectItem>
+                  ))}
+                </SelectContent>
+              </Select>
+            </div>
+            <div className='space-y-1'>
+              <p className='text-xs text-muted-foreground'>每页</p>
+              <Select
+                value={String(pageSize)}
+                onValueChange={(value) =>
+                  onPageSizeChange(Number.parseInt(value, 10))
+                }
+              >
+                <SelectTrigger className='h-8 w-24 text-xs'>
+                  <SelectValue />
+                </SelectTrigger>
+                <SelectContent>
+                  {PAGE_SIZE_OPTIONS.map((size) => (
+                    <SelectItem key={size} value={String(size)}>
+                      {size}
+                    </SelectItem>
+                  ))}
+                </SelectContent>
+              </Select>
+            </div>
+          </div>
+        </div>
+
+        <div className='rounded-lg border border-dashed overflow-hidden bg-background'>
+          <div className='flex items-center justify-between px-4 py-3 border-b border-dashed'>
+            <p className='text-sm font-medium'>IP 明细</p>
+          </div>
+          {error ? (
+            <div className='p-4'>
+              <ErrorInline
+                message={error.message || '加载失败'}
+                onRetry={onRetry}
+              />
+            </div>
+          ) : loading ? (
+            <LoadingStateWithBorder />
+          ) : (data?.items ?? []).length === 0 ? (
+            <EmptyStateWithBorder title='暂无 IP 数据' />
+          ) : (
+            <Table>
+              <TableHeader className='bg-muted/40'>
+                <TableRow className='border-dashed hover:bg-transparent'>
+                  <TableHead className='text-xs'>IP</TableHead>
+                  <TableHead className='text-xs'>地区</TableHead>
+                  <TableHead className='text-xs text-right'>请求数</TableHead>
+                  <TableHead className='text-xs text-right'>2xx 比例</TableHead>
+                  <TableHead className='text-xs text-right'>入站</TableHead>
+                  <TableHead className='text-xs text-right'>出站</TableHead>
+                  <TableHead className='text-xs'>最后访问</TableHead>
+                  <TableHead className='w-12 text-center text-xs' />
+                </TableRow>
+              </TableHeader>
+              <TableBody>
+                {(data?.items ?? []).map((item) => (
+                  <TableRow key={item.remote_addr} className='border-dashed'>
+                    <TableCell className='font-mono text-xs'>
+                      {item.remote_addr}
+                    </TableCell>
+                    <TableCell className='text-xs text-muted-foreground'>
+                      {item.region || '—'}
+                    </TableCell>
+                    <TableCell className='text-xs text-right tabular-nums'>
+                      {formatCompactNumber(item.total_requests)}
+                    </TableCell>
+                    <TableCell className='text-xs text-right tabular-nums'>
+                      <span
+                        title={`${item.success_2xx_count}/${item.total_requests}`}
+                      >
+                        {formatRatio(item.success_ratio)}
+                      </span>
+                    </TableCell>
+                    <TableCell className='text-xs text-right tabular-nums'>
+                      {formatBytes(item.bytes_received)}
+                    </TableCell>
+                    <TableCell className='text-xs text-right tabular-nums'>
+                      {formatBytes(item.bytes_sent)}
+                    </TableCell>
+                    <TableCell className='text-xs'>
+                      {formatDateTime(item.last_seen_at)}
+                    </TableCell>
+                    <TableCell className='text-center'>
+                      <Tooltip>
+                        <TooltipTrigger asChild>
+                          <Button
+                            variant='ghost'
+                            size='icon'
+                            className='h-6 w-6 text-muted-foreground hover:text-foreground'
+                            onClick={() => {
+                              setSelected(item);
+                              setDetailOpen(true);
+                            }}
+                          >
+                            <Eye className='size-3' />
+                          </Button>
+                        </TooltipTrigger>
+                        <TooltipContent side='top' className='text-xs'>
+                          查看 IP 详情
+                        </TooltipContent>
+                      </Tooltip>
+                    </TableCell>
+                  </TableRow>
+                ))}
+              </TableBody>
+            </Table>
+          )}
+          <PaginationBar
+            page={page}
+            hasMore={data?.has_more ?? false}
+            loading={isFetching}
+            totalIp={data?.total_ip}
+            onPrev={onPrevPage}
+            onNext={onNextPage}
+          />
+        </div>
+      </div>
+
+      <IpDetailDialog
+        open={detailOpen}
+        remoteAddr={selected?.remote_addr ?? null}
+        region={selected?.region}
+        initialHours={analysisHours}
+        onOpenChange={setDetailOpen}
+      />
+    </>
+  );
+}
+
+/** Build list API time params from IP tab state (applied values only). */
+export function buildIpSummaryTimeParams(input: {
+  timeMode: IpTabTimeMode;
+  hours: OverviewRangeHours;
+  customSince: string;
+  customUntil: string;
+}): { hours?: number; since?: string; until?: string } | null {
+  if (input.timeMode === 'custom') {
+    if (validateCustomTimeRange(input.customSince, input.customUntil)) {
+      return null;
+    }
+    const since = localInputToRFC3339(input.customSince);
+    const until = localInputToRFC3339(input.customUntil);
+    if (!since || !until) {
+      return null;
+    }
+    return { since, until };
+  }
+  return { hours: input.hours };
+}
diff --git a/frontend/app/(main)/access-logs/page.tsx b/frontend/app/(main)/access-logs/page.tsx
index ef91ccfd..bac541a7 100644
--- a/frontend/app/(main)/access-logs/page.tsx
+++ b/frontend/app/(main)/access-logs/page.tsx
@@ -20,6 +20,12 @@ import {
 } from './components/access-log-utils';
 import { CleanupDialog } from './components/cleanup-dialog';
 import { DetailTab } from './components/detail-tab';
+import {
+  buildIpSummaryTimeParams,
+  defaultLocalRangeForHours,
+  IpTab,
+  type IpTabTimeMode,
+} from './components/ip-tab';
 import { OverviewTab } from './components/overview-tab';
 
 const emptyDraft: SearchDraft = {
@@ -30,7 +36,9 @@ const emptyDraft: SearchDraft = {
 };
 
 function resolveTab(value: string | null): AccessLogTab {
-  return value === 'list' ? 'list' : 'overview';
+  if (value === 'list') return 'list';
+  if (value === 'ips') return 'ips';
+  return 'overview';
 }
 
 function AccessLogsPageContent() {
@@ -43,11 +51,26 @@ function AccessLogsPageContent() {
   const [pageSize, setPageSize] = useState(20);
   const [page, setPage] = useState(0);
   const [detailSort, setDetailSort] = useState('logged_at:desc');
+  const [ipSort, setIpSort] = useState('total_requests:desc');
+  const [ipPageSize, setIpPageSize] = useState(20);
+  const [ipPage, setIpPage] = useState(0);
+  const [ipHours, setIpHours] = useState<OverviewRangeHours>(168);
+  const [ipTimeMode, setIpTimeMode] = useState<IpTabTimeMode>('preset');
+  const [ipCustomSince, setIpCustomSince] = useState('');
+  const [ipCustomUntil, setIpCustomUntil] = useState('');
   const [overviewHours, setOverviewHours] = useState<OverviewRangeHours>(24);
   const [overviewHosts, setOverviewHosts] = useState<string[]>([]);
   const [cleanupOpen, setCleanupOpen] = useState(false);
 
   const detailSortState = parseSortValue(detailSort);
+  const ipSortState = parseSortValue(ipSort);
+  const ipTimeParams = buildIpSummaryTimeParams({
+    timeMode: ipTimeMode,
+    hours: ipHours,
+    customSince: ipCustomSince,
+    customUntil: ipCustomUntil,
+  });
+  const ipQueryEnabled = tab === 'ips' && ipTimeParams != null;
 
   const handleTabChange = (value: string) => {
     const next = resolveTab(value);
@@ -96,6 +119,27 @@ function AccessLogsPageContent() {
     enabled: tab === 'list',
   });
 
+  const ipQuery = useQuery({
+    queryKey: [
+      'openflare',
+      'access-logs',
+      'ip-summary',
+      ipTimeParams,
+      ipPage,
+      ipPageSize,
+      ipSort,
+    ],
+    queryFn: () =>
+      AccessLogService.listIPSummaries({
+        ...(ipTimeParams as NonNullable<typeof ipTimeParams>),
+        p: ipPage,
+        page_size: ipPageSize,
+        sort_by: ipSortState.sortBy,
+        sort_order: ipSortState.sortOrder,
+      }),
+    enabled: ipQueryEnabled,
+  });
+
   const cleanupMutation = useMutation({
     mutationFn: (retentionDays: number) =>
       AccessLogService.cleanup({ retention_days: retentionDays }),
@@ -131,12 +175,26 @@ function AccessLogsPageContent() {
     setPage(0);
   }, [tab, pageSize]);
 
+  useEffect(() => {
+    setIpPage(0);
+  }, [
+    tab,
+    ipPageSize,
+    ipHours,
+    ipTimeMode,
+    ipCustomSince,
+    ipCustomUntil,
+    ipSort,
+  ]);
+
   const refreshActive = () => {
     if (tab === 'overview') void overviewQuery.refetch();
     if (tab === 'list') void listQuery.refetch();
+    if (tab === 'ips') void ipQuery.refetch();
   };
 
-  const isFetching = overviewQuery.isFetching || listQuery.isFetching;
+  const isFetching =
+    overviewQuery.isFetching || listQuery.isFetching || ipQuery.isFetching;
 
   return (
     <div className='py-6 px-1 space-y-6'>
@@ -146,7 +204,7 @@ function AccessLogsPageContent() {
           <div>
             <h1 className='text-2xl font-semibold tracking-tight'>访问日志</h1>
             <p className='text-sm text-muted-foreground'>
-              查看访问概览、排行榜与明细日志。
+              查看访问概览、IP 明细与请求日志。
             </p>
           </div>
         </div>
@@ -174,8 +232,9 @@ function AccessLogsPageContent() {
       </div>
 
       <Tabs value={tab} onValueChange={handleTabChange}>
-        <TabsList className='grid w-full max-w-md grid-cols-2'>
+        <TabsList className='grid w-full max-w-lg grid-cols-3'>
           <TabsTrigger value='overview'>概览</TabsTrigger>
+          <TabsTrigger value='ips'>IP 明细</TabsTrigger>
           <TabsTrigger value='list'>日志明细</TabsTrigger>
         </TabsList>
 
@@ -194,6 +253,48 @@ function AccessLogsPageContent() {
           />
         </TabsContent>
 
+        <TabsContent value='ips' className='mt-4'>
+          <IpTab
+            data={ipQuery.data}
+            loading={ipQueryEnabled && ipQuery.isLoading}
+            error={ipQuery.error instanceof Error ? ipQuery.error : null}
+            page={ipPage}
+            pageSize={ipPageSize}
+            sort={ipSort}
+            hours={ipHours}
+            timeMode={ipTimeMode}
+            customSince={ipCustomSince}
+            customUntil={ipCustomUntil}
+            onHoursChange={(next) => {
+              setIpTimeMode('preset');
+              setIpHours(next);
+            }}
+            onTimeModeChange={(mode) => {
+              setIpTimeMode(mode);
+              if (
+                mode === 'custom' &&
+                (!ipCustomSince.trim() || !ipCustomUntil.trim())
+              ) {
+                const range = defaultLocalRangeForHours(ipHours);
+                setIpCustomSince(range.since);
+                setIpCustomUntil(range.until);
+              }
+            }}
+            onApplyCustomRange={(since, until) => {
+              setIpCustomSince(since);
+              setIpCustomUntil(until);
+              setIpTimeMode('custom');
+              setIpPage(0);
+            }}
+            onPageSizeChange={setIpPageSize}
+            onSortChange={setIpSort}
+            onRetry={() => void ipQuery.refetch()}
+            onPrevPage={() => setIpPage((p) => Math.max(0, p - 1))}
+            onNextPage={() => setIpPage((p) => p + 1)}
+            isFetching={ipQuery.isFetching}
+          />
+        </TabsContent>
+
         <TabsContent value='list' className='mt-4 space-y-4'>
           <div className='rounded-lg border border-dashed bg-background p-4'>
             <AccessLogFilters
diff --git a/frontend/lib/services/openflare/types.ts b/frontend/lib/services/openflare/types.ts
index ae9f0f01..4c8012ab 100644
--- a/frontend/lib/services/openflare/types.ts
+++ b/frontend/lib/services/openflare/types.ts
@@ -547,6 +547,10 @@ export interface AccessLogItem {
   user_agent: string;
   cache_status: string;
   status_code: number;
+  bytes_sent: number;
+  request_length: number;
+  request_time_ms: number;
+  created_at: string;
 }
 
 export interface AccessLogList {
@@ -612,6 +616,9 @@ export interface AccessLogIPSummaryFilters {
   node_id?: string;
   remote_addr?: string;
   host?: string;
+  hours?: number;
+  since?: string;
+  until?: string;
   p?: number;
   page_size?: number;
   sort_by?: string;
@@ -620,8 +627,14 @@ export interface AccessLogIPSummaryFilters {
 
 export interface AccessLogIPSummaryItem {
   remote_addr: string;
+  region?: string;
   total_requests: number;
-  recent_requests: number;
+  success_2xx_count: number;
+  success_ratio: number;
+  bytes_received: number;
+  bytes_sent: number;
+  /** @deprecated always 0 */
+  recent_requests?: number;
   last_seen_at: string;
 }
 
@@ -631,6 +644,9 @@ export interface AccessLogIPSummaryList {
   page_size: number;
   has_more: boolean;
   total_ip: number;
+  hours: number;
+  since: string;
+  until?: string;
   sort_by: string;
   sort_order: 'asc' | 'desc';
 }
diff --git a/internal/apps/openflare/observability/access_log_ip_summary_test.go b/internal/apps/openflare/observability/access_log_ip_summary_test.go
new file mode 100644
index 00000000..15c14c5f
--- /dev/null
+++ b/internal/apps/openflare/observability/access_log_ip_summary_test.go
@@ -0,0 +1,82 @@
+package observability
+
+import (
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestResolveAccessLogIPSummaryWindowHours(t *testing.T) {
+	t.Parallel()
+
+	since, until, hours, err := resolveAccessLogIPSummaryWindow("", "", 0)
+	require.NoError(t, err)
+	assert.Equal(t, defaultAccessLogQueryDays*24, hours)
+	assert.WithinDuration(t, time.Now().UTC(), until, 2*time.Second)
+	assert.WithinDuration(t, until.Add(-time.Duration(hours)*time.Hour), since, time.Second)
+
+	_, _, hours, err = resolveAccessLogIPSummaryWindow("", "", 24)
+	require.NoError(t, err)
+	assert.Equal(t, 24, hours)
+
+	_, _, hours, err = resolveAccessLogIPSummaryWindow("", "", 9999)
+	require.NoError(t, err)
+	assert.Equal(t, maxAccessLogOverviewHours, hours)
+}
+
+func TestResolveAccessLogIPSummaryWindowCustomRange(t *testing.T) {
+	t.Parallel()
+
+	start := time.Date(2026, 7, 1, 0, 0, 0, 0, time.UTC)
+	end := start.Add(72 * time.Hour)
+	since, until, hours, err := resolveAccessLogIPSummaryWindow(
+		start.Format(time.RFC3339),
+		end.Format(time.RFC3339),
+		24,
+	)
+	require.NoError(t, err)
+	assert.True(t, since.Equal(start))
+	assert.True(t, until.Equal(end))
+	assert.Equal(t, 72, hours)
+}
+
+func TestResolveAccessLogIPSummaryWindowErrors(t *testing.T) {
+	t.Parallel()
+
+	_, _, _, err := resolveAccessLogIPSummaryWindow("2026-07-01T00:00:00Z", "", 24)
+	require.Error(t, err)
+
+	_, _, _, err = resolveAccessLogIPSummaryWindow("bad", "2026-07-02T00:00:00Z", 24)
+	require.Error(t, err)
+
+	start := time.Date(2026, 7, 2, 0, 0, 0, 0, time.UTC)
+	end := start.Add(-time.Hour)
+	_, _, _, err = resolveAccessLogIPSummaryWindow(
+		start.Format(time.RFC3339),
+		end.Format(time.RFC3339),
+		24,
+	)
+	require.Error(t, err)
+
+	start = time.Date(2026, 1, 1, 0, 0, 0, 0, time.UTC)
+	end = start.Add(40 * 24 * time.Hour)
+	_, _, _, err = resolveAccessLogIPSummaryWindow(
+		start.Format(time.RFC3339),
+		end.Format(time.RFC3339),
+		24,
+	)
+	require.Error(t, err)
+}
+
+func TestNormalizeIPSummarySortBy(t *testing.T) {
+	t.Parallel()
+	assert.Equal(t, "total_requests", normalizeIPSummarySortBy(""))
+	assert.Equal(t, "request_length", normalizeIPSummarySortBy("bytes_received"))
+	assert.Equal(t, "request_length", normalizeIPSummarySortBy("request_length"))
+	assert.Equal(t, "bytes_sent", normalizeIPSummarySortBy("bytes_sent"))
+	assert.Equal(t, "success_ratio", normalizeIPSummarySortBy("success_ratio"))
+	assert.Equal(t, "last_seen_at", normalizeIPSummarySortBy("last_seen_at"))
+	assert.Equal(t, "remote_addr", normalizeIPSummarySortBy("remote_addr"))
+}
diff --git a/internal/apps/openflare/observability/access_log_logics.go b/internal/apps/openflare/observability/access_log_logics.go
index 73386cd6..c347310e 100644
--- a/internal/apps/openflare/observability/access_log_logics.go
+++ b/internal/apps/openflare/observability/access_log_logics.go
@@ -44,19 +44,23 @@ type AccessLogQuery struct {
 	FoldMinutes int    `json:"fold_minutes"`
 }
 
-// AccessLogView is a single access log row.
+// AccessLogView is a single access log row (all business fields from of_node_access_logs).
 type AccessLogView struct {
-	ID          string    `json:"id"`
-	NodeID      string    `json:"node_id"`
-	NodeName    string    `json:"node_name"`
-	LoggedAt    time.Time `json:"logged_at"`
-	RemoteAddr  string    `json:"remote_addr"`
-	Region      string    `json:"region"`
-	Host        string    `json:"host"`
-	Path        string    `json:"path"`
-	UserAgent   string    `json:"user_agent"`
-	CacheStatus string    `json:"cache_status"`
-	StatusCode  int       `json:"status_code"`
+	ID            string    `json:"id"`
+	NodeID        string    `json:"node_id"`
+	NodeName      string    `json:"node_name"`
+	LoggedAt      time.Time `json:"logged_at"`
+	RemoteAddr    string    `json:"remote_addr"`
+	Region        string    `json:"region"`
+	Host          string    `json:"host"`
+	Path          string    `json:"path"`
+	UserAgent     string    `json:"user_agent"`
+	CacheStatus   string    `json:"cache_status"`
+	StatusCode    int       `json:"status_code"`
+	BytesSent     int64     `json:"bytes_sent"`
+	RequestLength int64     `json:"request_length"`
+	RequestTimeMs int64     `json:"request_time_ms"`
+	CreatedAt     time.Time `json:"created_at"`
 }
 
 // AccessLogList is a paginated access log response.
@@ -134,6 +138,9 @@ type AccessLogIPSummaryQuery struct {
 	NodeID     string `json:"node_id"`
 	RemoteAddr string `json:"remote_addr"`
 	Host       string `json:"host"`
+	Hours      int    `json:"hours"`
+	Since      string `json:"since"`
+	Until      string `json:"until"`
 	Page       int    `json:"page"`
 	PageSize   int    `json:"page_size"`
 	SortBy     string `json:"sort_by"`
@@ -142,8 +149,14 @@ type AccessLogIPSummaryQuery struct {
 
 // AccessLogIPSummaryView is an IP summary row.
 type AccessLogIPSummaryView struct {
-	RemoteAddr     string    `json:"remote_addr"`
-	TotalRequests  int64     `json:"total_requests"`
+	RemoteAddr      string    `json:"remote_addr"`
+	Region          string    `json:"region"`
+	TotalRequests   int64     `json:"total_requests"`
+	Success2xxCount int64     `json:"success_2xx_count"`
+	SuccessRatio    float64   `json:"success_ratio"`
+	BytesReceived   int64     `json:"bytes_received"`
+	BytesSent       int64     `json:"bytes_sent"`
+	// RecentRequests is deprecated and always 0.
 	RecentRequests int64     `json:"recent_requests"`
 	LastSeenAt     time.Time `json:"last_seen_at"`
 }
@@ -155,6 +168,9 @@ type AccessLogIPSummaryList struct {
 	PageSize  int                      `json:"page_size"`
 	HasMore   bool                     `json:"has_more"`
 	TotalIP   int64                    `json:"total_ip"`
+	Hours     int                      `json:"hours"`
+	Since     time.Time                `json:"since"`
+	Until     time.Time                `json:"until,omitempty"`
 	SortBy    string                   `json:"sort_by"`
 	SortOrder string                   `json:"sort_order"`
 }
@@ -512,17 +528,21 @@ func ListAccessLogs(ctx context.Context, input AccessLogQuery) (*AccessLogList,
 			continue
 		}
 		views = append(views, AccessLogView{
-			ID:          formatAccessLogID(item.ID),
-			NodeID:      item.NodeID,
-			NodeName:    nodeNames[item.NodeID],
-			LoggedAt:    item.LoggedAt,
-			RemoteAddr:  item.RemoteAddr,
-			Region:      item.Region,
-			Host:        item.Host,
-			Path:        item.Path,
-			UserAgent:   item.UserAgent,
-			CacheStatus: item.CacheStatus,
-			StatusCode:  item.StatusCode,
+			ID:            formatAccessLogID(item.ID),
+			NodeID:        item.NodeID,
+			NodeName:      nodeNames[item.NodeID],
+			LoggedAt:      item.LoggedAt,
+			RemoteAddr:    item.RemoteAddr,
+			Region:        item.Region,
+			Host:          item.Host,
+			Path:          item.Path,
+			UserAgent:     item.UserAgent,
+			CacheStatus:   item.CacheStatus,
+			StatusCode:    item.StatusCode,
+			BytesSent:     item.BytesSent,
+			RequestLength: item.RequestLength,
+			RequestTimeMs: item.RequestTimeMs,
+			CreatedAt:     item.CreatedAt,
 		})
 	}
 	return &AccessLogList{
@@ -649,20 +669,22 @@ func ListFoldedAccessLogIPs(ctx context.Context, input FoldedAccessLogIPQuery) (
 
 // ListAccessLogIPSummaries returns paginated IP summaries.
 func ListAccessLogIPSummaries(ctx context.Context, input AccessLogIPSummaryQuery) (*AccessLogIPSummaryList, error) {
-	normalized := normalizeAccessLogIPSummaryQuery(input)
-	since := defaultAccessLogSince()
-	recentSince := time.Now().UTC().Add(-3 * time.Hour)
+	normalized, since, until, err := normalizeAccessLogIPSummaryQuery(input)
+	if err != nil {
+		return nil, err
+	}
 	query := model.OpenFlareAccessLogIPSummaryQuery{
 		NodeID:     strings.TrimSpace(normalized.NodeID),
 		RemoteAddr: strings.TrimSpace(normalized.RemoteAddr),
 		Host:       strings.TrimSpace(normalized.Host),
 		Since:      since,
+		Until:      until,
 		Page:       normalized.Page,
 		PageSize:   normalized.PageSize,
 		SortBy:     normalized.SortBy,
 		SortOrder:  normalized.SortOrder,
 	}
-	items, err := model.ListOpenFlareAccessLogIPSummaries(ctx, query, recentSince)
+	items, err := model.ListOpenFlareAccessLogIPSummaries(ctx, query, time.Time{})
 	if err != nil {
 		return nil, err
 	}
@@ -676,10 +698,15 @@ func ListAccessLogIPSummaries(ctx context.Context, input AccessLogIPSummaryQuery
 			continue
 		}
 		views = append(views, AccessLogIPSummaryView{
-			RemoteAddr:     item.RemoteAddr,
-			TotalRequests:  item.TotalRequests,
-			RecentRequests: item.RecentRequests,
-			LastSeenAt:     time.Unix(item.LastSeenEpoch, 0).UTC(),
+			RemoteAddr:      item.RemoteAddr,
+			Region:          item.Region,
+			TotalRequests:   item.TotalRequests,
+			Success2xxCount: item.Success2xxCount,
+			SuccessRatio:    item.SuccessRatio,
+			BytesReceived:   item.BytesReceived,
+			BytesSent:       item.BytesSent,
+			RecentRequests:  0,
+			LastSeenAt:      time.Unix(item.LastSeenEpoch, 0).UTC(),
 		})
 	}
 	return &AccessLogIPSummaryList{
@@ -688,6 +715,9 @@ func ListAccessLogIPSummaries(ctx context.Context, input AccessLogIPSummaryQuery
 		PageSize:  normalized.PageSize,
 		HasMore:   int64((normalized.Page+1)*normalized.PageSize) < totalIP,
 		TotalIP:   totalIP,
+		Hours:     normalized.Hours,
+		Since:     since,
+		Until:     until,
 		SortBy:    normalized.SortBy,
 		SortOrder: normalized.SortOrder,
 	}, nil
@@ -886,16 +916,63 @@ func normalizeAccessLogQuery(input AccessLogQuery) AccessLogQuery {
 	}
 }
 
-func normalizeAccessLogIPSummaryQuery(input AccessLogIPSummaryQuery) AccessLogIPSummaryQuery {
+func normalizeAccessLogIPSummaryQuery(input AccessLogIPSummaryQuery) (AccessLogIPSummaryQuery, time.Time, time.Time, error) {
+	sinceRaw := strings.TrimSpace(input.Since)
+	untilRaw := strings.TrimSpace(input.Until)
+	since, until, hours, err := resolveAccessLogIPSummaryWindow(sinceRaw, untilRaw, input.Hours)
+	if err != nil {
+		return AccessLogIPSummaryQuery{}, time.Time{}, time.Time{}, err
+	}
+
 	return AccessLogIPSummaryQuery{
 		NodeID:     strings.TrimSpace(input.NodeID),
 		RemoteAddr: strings.TrimSpace(input.RemoteAddr),
 		Host:       strings.TrimSpace(input.Host),
+		Hours:      hours,
+		Since:      sinceRaw,
+		Until:      untilRaw,
 		Page:       normalizeAccessLogPage(input.Page),
 		PageSize:   normalizeAccessLogPageSize(input.PageSize),
 		SortBy:     normalizeIPSummarySortBy(input.SortBy),
 		SortOrder:  normalizeAccessLogSortOrder(input.SortOrder),
+	}, since, until, nil
+}
+
+func resolveAccessLogIPSummaryWindow(sinceRaw, untilRaw string, hours int) (time.Time, time.Time, int, error) {
+	if sinceRaw == "" && untilRaw == "" {
+		if hours <= 0 {
+			hours = defaultAccessLogQueryDays * 24
+		}
+		if hours > maxAccessLogOverviewHours {
+			hours = maxAccessLogOverviewHours
+		}
+		until := time.Now().UTC()
+		return until.Add(-time.Duration(hours) * time.Hour), until, hours, nil
 	}
+	if sinceRaw == "" || untilRaw == "" {
+		return time.Time{}, time.Time{}, 0, errors.New("since 与 until 需同时提供")
+	}
+	parsedSince, err := time.Parse(time.RFC3339, sinceRaw)
+	if err != nil {
+		return time.Time{}, time.Time{}, 0, errors.New("since 必须为 RFC3339 时间")
+	}
+	parsedUntil, err := time.Parse(time.RFC3339, untilRaw)
+	if err != nil {
+		return time.Time{}, time.Time{}, 0, errors.New("until 必须为 RFC3339 时间")
+	}
+	since := parsedSince.UTC()
+	until := parsedUntil.UTC()
+	if !until.After(since) {
+		return time.Time{}, time.Time{}, 0, errors.New("until 必须晚于 since")
+	}
+	if until.Sub(since) > time.Duration(maxAccessLogOverviewHours)*time.Hour {
+		return time.Time{}, time.Time{}, 0, errors.New("时间范围不能超过 30 天")
+	}
+	hours = int(until.Sub(since).Hours())
+	if hours <= 0 {
+		hours = 1
+	}
+	return since, until, hours, nil
 }
 
 func normalizeFoldedAccessLogIPQuery(input FoldedAccessLogIPQuery) (FoldedAccessLogIPQuery, time.Time, error) {
@@ -1001,7 +1078,9 @@ func normalizeFoldSortBy(sortBy string) string {
 
 func normalizeIPSummarySortBy(sortBy string) string {
 	switch strings.TrimSpace(sortBy) {
-	case "recent_requests", "last_seen_at", accessLogFieldRemoteAddr:
+	case "request_length", "bytes_received":
+		return "request_length"
+	case "bytes_sent", "success_ratio", "last_seen_at", accessLogFieldRemoteAddr:
 		return strings.TrimSpace(sortBy)
 	default:
 		return "total_requests"
diff --git a/internal/apps/openflare/observability/routers.go b/internal/apps/openflare/observability/routers.go
index 1c1b25f7..78bbceed 100644
--- a/internal/apps/openflare/observability/routers.go
+++ b/internal/apps/openflare/observability/routers.go
@@ -143,16 +143,19 @@ func GetFoldedAccessLogIPsHandler(c *gin.Context) {
 
 // GetAccessLogIPSummariesHandler 列出访问日志 IP 汇总。
 // @Summary 列出访问日志 IP 汇总
-// @Description 按 IP 聚合访问日志统计并分页返回，需要管理员权限
+// @Description 按 IP 聚合访问日志统计并分页返回；支持 hours 或 since/until 时间窗，需要管理员权限
 // @Tags openflare-observability
 // @Produce json
 // @Security SessionCookie
 // @Param node_id query string false "节点 ID"
 // @Param remote_addr query string false "客户端 IP"
 // @Param host query string false "请求 Host"
+// @Param hours query int false "统计时间范围（小时，1-720，默认 168）"
+// @Param since query string false "开始时间 RFC3339（与 until 同时提供时优先于 hours）"
+// @Param until query string false "结束时间 RFC3339"
 // @Param p query int false "页码"
 // @Param page_size query int false "每页条数"
-// @Param sort_by query string false "排序字段"
+// @Param sort_by query string false "排序字段 total_requests|request_length|bytes_sent|success_ratio|last_seen_at|remote_addr"
 // @Param sort_order query string false "排序方向"
 // @Success 200 {object} response.Any{data=observability.AccessLogIPSummaryList} "IP 汇总列表"
 // @Failure 400 {object} response.Any "参数错误"
@@ -165,6 +168,9 @@ func GetAccessLogIPSummariesHandler(c *gin.Context) {
 		NodeID:     c.Query("node_id"),
 		RemoteAddr: c.Query("remote_addr"),
 		Host:       c.Query("host"),
+		Hours:      readQueryInt(c, "hours"),
+		Since:      c.Query("since"),
+		Until:      c.Query("until"),
 		Page:       readQueryInt(c, "p"),
 		PageSize:   readQueryInt(c, "page_size"),
 		SortBy:     c.Query("sort_by"),
diff --git a/internal/model/analytics/node_access_log_stats.go b/internal/model/analytics/node_access_log_stats.go
index 0ee797a3..ad98ac29 100644
--- a/internal/model/analytics/node_access_log_stats.go
+++ b/internal/model/analytics/node_access_log_stats.go
@@ -46,10 +46,16 @@ type NodeAccessLogIPAggregate struct {
 
 // NodeAccessLogIPSummary is an IP summary row.
 type NodeAccessLogIPSummary struct {
-	RemoteAddr     string `gorm:"column:remote_addr"`
-	TotalRequests  int64  `gorm:"column:total_requests"`
-	RecentRequests int64  `gorm:"column:recent_requests"`
-	LastSeenEpoch  int64  `gorm:"column:last_seen_epoch"`
+	RemoteAddr      string  `gorm:"column:remote_addr"`
+	Region          string  `gorm:"column:region"`
+	TotalRequests   int64   `gorm:"column:total_requests"`
+	Success2xxCount int64   `gorm:"column:success_2xx_count"`
+	SuccessRatio    float64 `gorm:"column:success_ratio"`
+	BytesReceived   int64   `gorm:"column:request_length"`
+	BytesSent       int64   `gorm:"column:bytes_sent"`
+	// RecentRequests is deprecated (always 0); kept for wire compatibility.
+	RecentRequests int64 `gorm:"column:recent_requests"`
+	LastSeenEpoch  int64 `gorm:"column:last_seen_epoch"`
 }
 
 // NodeAccessLogIPTrend is an IP trend bucket row.
diff --git a/internal/model/openflare_access_log.go b/internal/model/openflare_access_log.go
index 9ac1ab96..363f9a40 100644
--- a/internal/model/openflare_access_log.go
+++ b/internal/model/openflare_access_log.go
@@ -251,10 +251,15 @@ func buildOpenFlareAccessLogIPSummaryRows(ctx context.Context, query OpenFlareAc
 			continue
 		}
 		rows = append(rows, &OpenFlareAccessLogIPSummaryRow{
-			RemoteAddr:     remoteAddr,
-			TotalRequests:  partial.TotalRequests,
-			RecentRequests: partial.RecentRequests,
-			LastSeenEpoch:  partial.LastSeenEpoch,
+			RemoteAddr:      remoteAddr,
+			Region:          strings.TrimSpace(partial.Region),
+			TotalRequests:   partial.TotalRequests,
+			Success2xxCount: partial.Success2xxCount,
+			SuccessRatio:    partial.SuccessRatio,
+			BytesReceived:   partial.BytesReceived,
+			BytesSent:       partial.BytesSent,
+			RecentRequests:  0,
+			LastSeenEpoch:   partial.LastSeenEpoch,
 		})
 	}
 	return rows, nil
@@ -305,6 +310,7 @@ func openFlareAccessLogQueryFromIPSummary(query OpenFlareAccessLogIPSummaryQuery
 		RemoteAddr: query.RemoteAddr,
 		Host:       query.Host,
 		Since:      query.Since,
+		Until:      query.Until,
 		Page:       query.Page,
 		PageSize:   query.PageSize,
 		SortBy:     query.SortBy,
@@ -377,8 +383,12 @@ func sortOpenFlareAccessLogIPSummaryRows(items []*OpenFlareAccessLogIPSummaryRow
 		}
 		var compare int
 		switch strings.TrimSpace(sortBy) {
-		case "recent_requests":
-			compare = openFlareAccessLogCompareInt64(left.RecentRequests, right.RecentRequests)
+		case "request_length", "bytes_received":
+			compare = openFlareAccessLogCompareInt64(left.BytesReceived, right.BytesReceived)
+		case "bytes_sent":
+			compare = openFlareAccessLogCompareInt64(left.BytesSent, right.BytesSent)
+		case "success_ratio":
+			compare = openFlareAccessLogCompareFloat64(left.SuccessRatio, right.SuccessRatio)
 		case "last_seen_at":
 			compare = openFlareAccessLogCompareInt64(left.LastSeenEpoch, right.LastSeenEpoch)
 		case "remote_addr":
@@ -399,6 +409,16 @@ func sortOpenFlareAccessLogIPSummaryRows(items []*OpenFlareAccessLogIPSummaryRow
 	})
 }
 
+func openFlareAccessLogCompareFloat64(left, right float64) int {
+	if left < right {
+		return -1
+	}
+	if left > right {
+		return 1
+	}
+	return 0
+}
+
 func openFlareAccessLogPaginateBounds(total int, page int, pageSize int) (int, int) {
 	if page < 0 {
 		page = 0
diff --git a/internal/model/openflare_access_log_store_memory.go b/internal/model/openflare_access_log_store_memory.go
index 5af2de57..d74c8a86 100644
--- a/internal/model/openflare_access_log_store_memory.go
+++ b/internal/model/openflare_access_log_store_memory.go
@@ -274,11 +274,21 @@ func (s *memoryAccessLogStore) IPAggregates(_ context.Context, filter OpenFlareA
 	return result, nil
 }
 
-func (s *memoryAccessLogStore) IPSummaries(_ context.Context, filter OpenFlareAccessLogQuery, recentSince time.Time) ([]openFlareAccessLogIPSummaryRow, error) {
+func (s *memoryAccessLogStore) IPSummaries(_ context.Context, filter OpenFlareAccessLogQuery, _ time.Time) ([]openFlareAccessLogIPSummaryRow, error) {
 	s.mu.RLock()
 	defer s.mu.RUnlock()
 	rows := s.filterRecords(filter)
-	aggregates := make(map[string]*openFlareAccessLogIPSummaryRow)
+	type aggregate struct {
+		RemoteAddr      string
+		Region          string
+		RegionEpoch     int64
+		TotalRequests   int64
+		Success2xxCount int64
+		BytesReceived   int64
+		BytesSent       int64
+		LastSeenEpoch   int64
+	}
+	aggregates := make(map[string]*aggregate)
 	for _, row := range rows {
 		remoteAddr := strings.TrimSpace(row.RemoteAddr)
 		if remoteAddr == "" {
@@ -286,25 +296,40 @@ func (s *memoryAccessLogStore) IPSummaries(_ context.Context, filter OpenFlareAc
 		}
 		item := aggregates[remoteAddr]
 		if item == nil {
-			item = &openFlareAccessLogIPSummaryRow{RemoteAddr: remoteAddr}
+			item = &aggregate{RemoteAddr: remoteAddr}
 			aggregates[remoteAddr] = item
 		}
 		item.TotalRequests++
-		if !recentSince.IsZero() && !row.LoggedAt.Before(recentSince) {
-			item.RecentRequests++
+		if row.StatusCode >= 200 && row.StatusCode < 300 {
+			item.Success2xxCount++
 		}
+		item.BytesReceived += row.RequestLength
+		item.BytesSent += row.BytesSent
 		epoch := row.LoggedAt.UTC().Unix()
 		if epoch > item.LastSeenEpoch {
 			item.LastSeenEpoch = epoch
 		}
+		if epoch >= item.RegionEpoch {
+			item.RegionEpoch = epoch
+			item.Region = strings.TrimSpace(row.Region)
+		}
 	}
 	summaryRows := make([]*OpenFlareAccessLogIPSummaryRow, 0, len(aggregates))
 	for _, item := range aggregates {
+		ratio := 0.0
+		if item.TotalRequests > 0 {
+			ratio = float64(item.Success2xxCount) / float64(item.TotalRequests)
+		}
 		summaryRows = append(summaryRows, &OpenFlareAccessLogIPSummaryRow{
-			RemoteAddr:     item.RemoteAddr,
-			TotalRequests:  item.TotalRequests,
-			RecentRequests: item.RecentRequests,
-			LastSeenEpoch:  item.LastSeenEpoch,
+			RemoteAddr:      item.RemoteAddr,
+			Region:          item.Region,
+			TotalRequests:   item.TotalRequests,
+			Success2xxCount: item.Success2xxCount,
+			SuccessRatio:    ratio,
+			BytesReceived:   item.BytesReceived,
+			BytesSent:       item.BytesSent,
+			RecentRequests:  0,
+			LastSeenEpoch:   item.LastSeenEpoch,
 		})
 	}
 	sortOpenFlareAccessLogIPSummaryRows(summaryRows, filter.SortBy, filter.SortOrder)
@@ -315,10 +340,15 @@ func (s *memoryAccessLogStore) IPSummaries(_ context.Context, filter OpenFlareAc
 	result := make([]openFlareAccessLogIPSummaryRow, len(summaryRows))
 	for index, item := range summaryRows {
 		result[index] = openFlareAccessLogIPSummaryRow{
-			RemoteAddr:     item.RemoteAddr,
-			TotalRequests:  item.TotalRequests,
-			RecentRequests: item.RecentRequests,
-			LastSeenEpoch:  item.LastSeenEpoch,
+			RemoteAddr:      item.RemoteAddr,
+			Region:          item.Region,
+			TotalRequests:   item.TotalRequests,
+			Success2xxCount: item.Success2xxCount,
+			SuccessRatio:    item.SuccessRatio,
+			BytesReceived:   item.BytesReceived,
+			BytesSent:       item.BytesSent,
+			RecentRequests:  0,
+			LastSeenEpoch:   item.LastSeenEpoch,
 		}
 	}
 	return result, nil
diff --git a/internal/model/openflare_observability.go b/internal/model/openflare_observability.go
index eb94b69b..95702c7c 100644
--- a/internal/model/openflare_observability.go
+++ b/internal/model/openflare_observability.go
@@ -237,6 +237,7 @@ type OpenFlareAccessLogIPSummaryQuery struct {
 	RemoteAddr string
 	Host       string
 	Since      time.Time
+	Until      time.Time
 	Page       int
 	PageSize   int
 	SortBy     string
@@ -245,10 +246,16 @@ type OpenFlareAccessLogIPSummaryQuery struct {
 
 // OpenFlareAccessLogIPSummaryRow is an IP summary row (v1 stub).
 type OpenFlareAccessLogIPSummaryRow struct {
-	RemoteAddr     string `json:"remote_addr"`
-	TotalRequests  int64  `json:"total_requests"`
-	RecentRequests int64  `json:"recent_requests"`
-	LastSeenEpoch  int64  `json:"last_seen_epoch"`
+	RemoteAddr      string  `json:"remote_addr"`
+	Region          string  `json:"region"`
+	TotalRequests   int64   `json:"total_requests"`
+	Success2xxCount int64   `json:"success_2xx_count"`
+	SuccessRatio    float64 `json:"success_ratio"`
+	BytesReceived   int64   `json:"bytes_received"`
+	BytesSent       int64   `json:"bytes_sent"`
+	// RecentRequests is deprecated and always 0.
+	RecentRequests int64 `json:"recent_requests"`
+	LastSeenEpoch  int64 `json:"last_seen_epoch"`
 }
 
 // OpenFlareAccessLogIPTrendQuery filters IP trend queries (v1 stub).
diff --git a/internal/repository/analytics/node_access_log_filter.go b/internal/repository/analytics/node_access_log_filter.go
index 173555b7..465660be 100644
--- a/internal/repository/analytics/node_access_log_filter.go
+++ b/internal/repository/analytics/node_access_log_filter.go
@@ -176,10 +176,17 @@ func nodeAccessLogIPSummaryOrderClause(sortBy string, sortOrder string) string {
 	}
 	column := "total_requests"
 	switch strings.TrimSpace(sortBy) {
-	case "recent_requests":
-		column = "recent_requests"
+	case "request_length", "bytes_received":
+		column = "request_length"
+	case "bytes_sent":
+		column = "bytes_sent"
+	case "success_ratio":
+		column = "success_ratio"
 	case "last_seen_at":
 		column = "last_seen_epoch"
+	case "recent_requests":
+		// Deprecated sort key; fall back to total_requests.
+		column = "total_requests"
 	case nodeAccessLogColumnRemoteAddr:
 		column = nodeAccessLogColumnRemoteAddr
 	}
diff --git a/internal/repository/analytics/node_access_log_stats.go b/internal/repository/analytics/node_access_log_stats.go
index 7bbcdb87..82ba8c7d 100644
--- a/internal/repository/analytics/node_access_log_stats.go
+++ b/internal/repository/analytics/node_access_log_stats.go
@@ -205,32 +205,42 @@ GROUP BY remote_addr`, lastSeenExpr, tableName, queryClause)
 	return result, nil
 }
 
-// IPSummariesNodeAccessLogs returns paginated IP summary rows.
-func IPSummariesNodeAccessLogs(ctx context.Context, filter NodeAccessLogFilter, recentSince time.Time) ([]NodeAccessLogIPSummary, error) {
+// IPSummariesNodeAccessLogs returns paginated IP summary rows for the filter window.
+// recentSince is ignored (kept for call-site compatibility); recent_requests is always 0.
+func IPSummariesNodeAccessLogs(ctx context.Context, filter NodeAccessLogFilter, _ time.Time) ([]NodeAccessLogIPSummary, error) {
 	conn, err := nodeAccessLogConn()
 	if err != nil {
 		return nil, err
 	}
 	clause, args := buildNodeAccessLogFilterClause(filter)
 	lastSeenExpr := nodeAccessLogEpochExpr()
-	recentClause := "0"
-	queryArgs := make([]any, 0, len(args)+1)
-	if !recentSince.IsZero() {
-		recentClause = "if(logged_at >= ?, 1, 0)"
-		queryArgs = append(queryArgs, recentSince)
-	}
-	queryArgs = append(queryArgs, args...)
+	queryArgs := append([]any{}, args...)
 	tableName := nodeAccessLogTableName()
-	sql := fmt.Sprintf(`
+	// Outer query allows ORDER BY success_ratio without repeating countIf.
+	innerSQL := fmt.Sprintf(`
 SELECT
 	remote_addr,
+	argMax(region, logged_at) AS region,
 	count() AS total_requests,
-	sum(%s) AS recent_requests,
+	countIf(status_code >= 200 AND status_code < 300) AS success_2xx_count,
+	sum(request_length) AS request_length,
+	sum(bytes_sent) AS bytes_sent,
 	max(%s) AS last_seen_epoch
 FROM %s
 WHERE %s AND remote_addr != ''
-GROUP BY remote_addr
-ORDER BY %s`, recentClause, lastSeenExpr, tableName, clause, nodeAccessLogIPSummaryOrderClause(filter.SortBy, filter.SortOrder))
+GROUP BY remote_addr`, lastSeenExpr, tableName, clause)
+	sql := fmt.Sprintf(`
+SELECT
+	remote_addr,
+	region,
+	total_requests,
+	success_2xx_count,
+	if(total_requests = 0, 0., toFloat64(success_2xx_count) / toFloat64(total_requests)) AS success_ratio,
+	request_length,
+	bytes_sent,
+	last_seen_epoch
+FROM (%s)
+ORDER BY %s`, innerSQL, nodeAccessLogIPSummaryOrderClause(filter.SortBy, filter.SortOrder))
 	if filter.PageSize > 0 {
 		if filter.Page < 0 {
 			filter.Page = 0
@@ -247,18 +257,33 @@ ORDER BY %s`, recentClause, lastSeenExpr, tableName, clause, nodeAccessLogIPSumm
 	var result []NodeAccessLogIPSummary
 	for rows.Next() {
 		var (
-			remoteAddr                    string
-			lastSeenEpoch                 int64
-			totalRequests, recentRequests uint64
+			remoteAddr, region                              string
+			lastSeenEpoch                                   int64
+			successRatio                                    float64
+			totalRequests, success2xx, bytesReceived, bytes uint64
 		)
-		if err := rows.Scan(&remoteAddr, &totalRequests, &recentRequests, &lastSeenEpoch); err != nil {
+		if err := rows.Scan(
+			&remoteAddr,
+			&region,
+			&totalRequests,
+			&success2xx,
+			&successRatio,
+			&bytesReceived,
+			&bytes,
+			&lastSeenEpoch,
+		); err != nil {
 			return nil, fmt.Errorf("scan ip summary row: %w", err)
 		}
 		result = append(result, NodeAccessLogIPSummary{
-			RemoteAddr:     remoteAddr,
-			TotalRequests:  safeInt64Count(totalRequests),
-			RecentRequests: safeInt64Count(recentRequests),
-			LastSeenEpoch:  lastSeenEpoch,
+			RemoteAddr:      remoteAddr,
+			Region:          region,
+			TotalRequests:   safeInt64Count(totalRequests),
+			Success2xxCount: safeInt64Count(success2xx),
+			SuccessRatio:    successRatio,
+			BytesReceived:   safeInt64Count(bytesReceived),
+			BytesSent:       safeInt64Count(bytes),
+			RecentRequests:  0,
+			LastSeenEpoch:   lastSeenEpoch,
 		})
 	}
 	return result, nil