diff --git a/README.md b/README.md
index 31ab2e7..4df1591 100644
--- a/README.md
+++ b/README.md
@@ -33,12 +33,16 @@ Remnawave Minishop - Telegram-бот и Web App (Mini App) для продажи
 - [Развертывание](docs/deployment.md) - Docker Compose, reverse proxy, Nginx, Caddy, вебхуки и запуск из образа.
 - [Миграция с remnawave-tg-shop](docs/migration-to-minishop.md) - перенос данных из прежнего стека.
 
+## Совместимость
+
+Интеграция с API панели Remnawave (вебхуки, пользователи, подписки, статистика в админке и т.д.) **протестирована** на панели Remnawave версии **`> 2.7.0`**. Более старые версии могут работать частично или не работать из‑за изменений в API.
+
 ## Быстрый старт
 
 Требования:
 
 - Docker и Docker Compose;
-- рабочая панель Remnawave;
+- рабочая панель Remnawave версии **`> 2.7.0`** (см. раздел «Совместимость»);
 - токен Telegram-бота;
 - параметры хотя бы одного платежного провайдера.
 
diff --git a/bot/app/web/admin_api.py b/bot/app/web/admin_api.py
index 1681c47..bf4ccdc 100644
--- a/bot/app/web/admin_api.py
+++ b/bot/app/web/admin_api.py
@@ -285,6 +285,86 @@ def _write_tariffs_config_file(path: Path, config: TariffsConfig) -> None:
         path.write_text(payload, encoding="utf-8")
 
 
+def _panel_node_uuid_key(node: Dict[str, Any]) -> str:
+    uid = node.get("nodeUuid") or node.get("node_uuid") or node.get("uuid") or node.get("id")
+    return str(uid).strip().lower() if uid else ""
+
+
+def _panel_node_users_online(node: Dict[str, Any]) -> Optional[int]:
+    uo = node.get("usersOnline")
+    if uo is None:
+        uo = node.get("users_online")
+    if uo is None:
+        uo = node.get("onlineUsers") or node.get("online_users")
+    if uo is None:
+        mg = node.get("metricGroups")
+        if isinstance(mg, dict):
+            uo = mg.get("onlineUsers") or mg.get("online_users")
+    if uo is None:
+        return None
+    try:
+        return int(uo)
+    except (TypeError, ValueError):
+        return None
+
+
+def _panel_nodes_online_by_uuid(nodes_payload: Any) -> Dict[str, int]:
+    """Build node_uuid(lower) -> usersOnline from GET /system/stats/nodes payload."""
+    out: Dict[str, int] = {}
+    raw_list: Optional[List[Any]] = None
+    if isinstance(nodes_payload, list):
+        raw_list = nodes_payload
+    elif isinstance(nodes_payload, dict):
+        raw_list = nodes_payload.get("nodes")
+        if raw_list is None:
+            raw_list = nodes_payload.get("items") or nodes_payload.get("data")
+    if not isinstance(raw_list, list):
+        return out
+    for n in raw_list:
+        if not isinstance(n, dict):
+            continue
+        key = _panel_node_uuid_key(n)
+        if not key:
+            continue
+        online = _panel_node_users_online(n)
+        if online is not None:
+            out[key] = online
+    return out
+
+
+def _enrich_bandwidth_nodes_with_online(
+    bw: Any,
+    online_by_uuid: Dict[str, int],
+    online_by_name: Optional[Dict[str, int]] = None,
+) -> None:
+    """Attach usersOnline to topNodes/series (UUID and optional node name)."""
+    if not isinstance(bw, dict):
+        return
+    if not online_by_uuid and not online_by_name:
+        return
+    for key in ("topNodes", "series"):
+        arr = bw.get(key)
+        if not isinstance(arr, list):
+            continue
+        for item in arr:
+            if not isinstance(item, dict):
+                continue
+            if item.get("usersOnline") is not None:
+                continue
+            uid = item.get("uuid") or item.get("nodeUuid") or item.get("node_uuid")
+            if uid and online_by_uuid:
+                hit = online_by_uuid.get(str(uid).strip().lower())
+                if hit is not None:
+                    item["usersOnline"] = hit
+                    continue
+            if online_by_name:
+                nm = item.get("name")
+                if nm and isinstance(nm, str):
+                    hitn = online_by_name.get(nm.strip().lower())
+                    if hitn is not None:
+                        item["usersOnline"] = hitn
+
+
 # ─── Routes ────────────────────────────────────────────────────────
 
 
@@ -323,7 +403,41 @@ async def admin_stats_route(request: web.Request) -> web.Response:
         try:
             system = await panel_service.get_system_stats()
             bandwidth = await panel_service.get_bandwidth_stats()
-            payload["panel"] = {"system": system or {}, "bandwidth": bandwidth or {}}
+            panel_body: Dict[str, Any] = {
+                "system": system or {},
+                "bandwidth": bandwidth or {},
+            }
+            try:
+                nodes = await panel_service.get_nodes_statistics()
+                panel_body["nodes"] = nodes or {}
+            except Exception as exc_nodes:  # pragma: no cover - optional endpoint
+                logger.debug("Panel nodes stats unavailable: %s", exc_nodes)
+                panel_body["nodes"] = {}
+            try:
+                today = datetime.now(timezone.utc).date()
+                start_d = today - timedelta(days=7)
+                nodes_bw = await panel_service.get_nodes_bandwidth_usage(
+                    start=start_d.isoformat(),
+                    end=today.isoformat(),
+                    top_nodes_limit=64,
+                )
+                panel_body["nodes_bandwidth"] = nodes_bw or {}
+            except Exception as exc_nb:  # pragma: no cover - optional endpoint
+                logger.debug("Panel nodes bandwidth range unavailable: %s", exc_nb)
+                panel_body["nodes_bandwidth"] = {}
+            try:
+                online_map = _panel_nodes_online_by_uuid(panel_body.get("nodes"))
+                lookups = await panel_service.get_nodes_online_lookups()
+                for k, v in lookups.get("byUuid", {}).items():
+                    online_map[k] = v
+                _enrich_bandwidth_nodes_with_online(
+                    panel_body.get("nodes_bandwidth"),
+                    online_map,
+                    lookups.get("byName") or {},
+                )
+            except Exception as exc_merge:  # pragma: no cover
+                logger.debug("Panel nodes online merge skipped: %s", exc_merge)
+            payload["panel"] = panel_body
         except Exception as exc:
             logger.debug("Panel stats unavailable: %s", exc)
             payload["panel"] = {"error": "unavailable"}
diff --git a/bot/app/web/frontend/src/admin/AdminPanel.svelte b/bot/app/web/frontend/src/admin/AdminPanel.svelte
index e0bfb05..8b28002 100644
--- a/bot/app/web/frontend/src/admin/AdminPanel.svelte
+++ b/bot/app/web/frontend/src/admin/AdminPanel.svelte
@@ -268,6 +268,9 @@
   function setAdminLanguageMenuOpen(open) {
     adminLanguageMenuOpen = Boolean(open);
     clearAdminLanguageClickGuard();
+    // Desktop doesn't need the click-guard overlay and it can block
+    // option clicks in portaled select content.
+    if (!isCompact) return;
     if (adminLanguageMenuOpen) {
       adminLanguageClickGuard = true;
       adminLanguageClickGuardArmTimer = window.setTimeout(() => {
@@ -319,7 +322,7 @@
   {#if sidebarOpen}
     <button type="button" class="admin-sidebar-backdrop" aria-label={at("close_menu", {}, "Закрыть меню")} on:click={() => (sidebarOpen = false)}></button>
   {/if}
-  {#if adminLanguageMenuOpen || adminLanguageClickGuard}
+  {#if isCompact && (adminLanguageMenuOpen || adminLanguageClickGuard)}
     <button
       class="language-select-guard"
       class:language-select-guard--armed={adminLanguageClickGuardArmed}
diff --git a/bot/app/web/frontend/src/admin/sections/StatsSection.svelte b/bot/app/web/frontend/src/admin/sections/StatsSection.svelte
index c0dc3dd..068c144 100644
--- a/bot/app/web/frontend/src/admin/sections/StatsSection.svelte
+++ b/bot/app/web/frontend/src/admin/sections/StatsSection.svelte
@@ -1,7 +1,8 @@
 <script>
-  import { Activity, Radio, Server, TrendingDown, TrendingUp } from "$components/ui/icons.js";
+  import { Activity, Radio, Server, TrendingDown, TrendingUp, Zap } from "$components/ui/icons.js";
   import { getContext, onMount } from "svelte";
 
+  import { fmtTrafficBytes } from "../../lib/admin/format.js";
   import Badge from "$components/ui/badge.svelte";
   import * as Card from "$components/ui/card/index.js";
   import {
@@ -38,6 +39,10 @@
     panelPayload && !panelPayload.error ? parsePanelSystem(panelPayload) : null;
   $: panelBw =
     panelPayload && !panelPayload.error ? parsePanelBandwidth(panelPayload) : null;
+  $: panelNodeTraffic =
+    panelPayload && !panelPayload.error ? parsePanelNodeTraffic(panelPayload) : null;
+
+  const PANEL_NODE_TILE_LIMIT = 10;
 
   $: dailySeries = Array.isArray(fin.daily_series) ? fin.daily_series : [];
   $: revenueKpis = computeRevenueKpis(fin, dailySeries);
@@ -62,6 +67,13 @@
     const memUsed = Number(mem.used) || 0;
     const memPct = memTotal > 0 ? (memUsed / memTotal) * 100 : null;
     const nodes = system.nodes || {};
+    const cpuRaw =
+      system.cpu?.usage ??
+      system.cpu?.usedPercent ??
+      system.cpu?.percent ??
+      system.cpuUsage ??
+      system.cpuLoad;
+    const cpuPct = Number(cpuRaw);
     return {
       onlineNow: onlineStats.onlineNow ?? 0,
       active: statusCounts.ACTIVE ?? 0,
@@ -71,6 +83,7 @@
       totalPanelUsers: u.totalUsers ?? 0,
       nodesOnline: nodes.totalOnline != null ? nodes.totalOnline : null,
       memPct,
+      cpuPct: Number.isFinite(cpuPct) ? cpuPct : null,
     };
   }
 
@@ -84,6 +97,302 @@
     return { week, month };
   }
 
+  function panelRowBytes(row) {
+    if (!row || typeof row !== "object") return 0;
+    const total = Number(row.total);
+    if (Number.isFinite(total) && total > 0) return total;
+    const up = Number(
+      row.uploadBytes ?? row.uplinkBytes ?? row.uplink ?? row.up ?? row.upload,
+    );
+    const down = Number(
+      row.downloadBytes ?? row.downlinkBytes ?? row.downlink ?? row.down ?? row.download,
+    );
+    const sum = (Number.isFinite(up) ? up : 0) + (Number.isFinite(down) ? down : 0);
+    return sum > 0 ? sum : 0;
+  }
+
+  /** Remnawave node metrics: inboundsStats / outboundsStats use uplink+downlink per tag. */
+  function sumDirectionPair(item) {
+    if (!item || typeof item !== "object") return 0;
+    const combined = Number(item.total ?? item.bytes ?? item.value);
+    if (Number.isFinite(combined) && combined > 0) return combined;
+    const up = Number(
+      item.uplink ?? item.upload ?? item.uploadBytes ?? item.up ?? item.tx ?? item.sent,
+    );
+    const down = Number(
+      item.downlink ?? item.download ?? item.downloadBytes ?? item.down ?? item.rx ?? item.received,
+    );
+    return (Number.isFinite(up) ? up : 0) + (Number.isFinite(down) ? down : 0);
+  }
+
+  function sumTaggedStatsList(arr) {
+    if (!Array.isArray(arr)) return 0;
+    return arr.reduce((acc, item) => acc + sumDirectionPair(item), 0);
+  }
+
+  /** Traffic bytes for one node record from GET /system/stats/nodes (current panel shape). */
+  function trafficBytesFromNodeRecord(node) {
+    if (!node || typeof node !== "object") return 0;
+    let b =
+      sumTaggedStatsList(node.inboundsStats) +
+      sumTaggedStatsList(node.outboundsStats) +
+      sumTaggedStatsList(node.inbounds_stats) +
+      sumTaggedStatsList(node.outbounds_stats);
+    if (b <= 0) b = panelRowBytes(node);
+    const life = Number(
+      node.totalBytesLifetime ?? node.totalBytes ?? node.bytesLifetime ?? node.totalTrafficBytes,
+    );
+    if (b <= 0 && Number.isFinite(life) && life > 0) b = life;
+    return b;
+  }
+
+  function isNodeMetricsShape(row) {
+    if (!row || typeof row !== "object") return false;
+    return (
+      Array.isArray(row.inboundsStats) ||
+      Array.isArray(row.outboundsStats) ||
+      Array.isArray(row.inbounds_stats) ||
+      Array.isArray(row.outbounds_stats)
+    );
+  }
+
+  function panelRowLabel(row) {
+    if (!row || typeof row !== "object") return "—";
+    for (const k of ["nodeName", "node_name", "name", "nodeRemark", "remark", "label", "title"]) {
+      const v = row[k];
+      if (v != null && String(v).trim()) return String(v).trim();
+    }
+    const u = row.nodeUuid ?? row.node_uuid ?? row.uuid;
+    if (u) return `${String(u).slice(0, 8)}…`;
+    return "—";
+  }
+
+  function nodeRecordUuid(row) {
+    if (!row || typeof row !== "object") return "";
+    const u = row.nodeUuid ?? row.node_uuid ?? row.uuid ?? row.id;
+    return u != null ? String(u) : "";
+  }
+
+  function nodeRecordDisplayName(row) {
+    if (!row || typeof row !== "object") return "";
+    for (const k of ["nodeName", "node_name", "name", "label", "title", "hostname"]) {
+      const v = row[k];
+      if (v != null && String(v).trim()) return String(v).trim();
+    }
+    return "";
+  }
+
+  function nodeRecordUsersOnline(row) {
+    if (!row || typeof row !== "object") return null;
+    const raw =
+      row.usersOnline ??
+      row.users_online ??
+      row.onlineUsers ??
+      row.online_users ??
+      row.onlineUserCount ??
+      row.online_user_count ??
+      row.connectedUsers ??
+      row.connected_users ??
+      row.onlineNow;
+    const n = Number(raw);
+    if (Number.isFinite(n)) return n;
+    const mg = row.metricGroups;
+    if (mg && typeof mg === "object") {
+      const v = Number(mg.onlineUsers ?? mg.online_users);
+      if (Number.isFinite(v)) return v;
+    }
+    return null;
+  }
+
+  /** Node list shapes from GET /system/stats/nodes (varies by panel version). */
+  function extractPanelNodesList(raw) {
+    if (!raw) return [];
+    if (Array.isArray(raw)) return raw;
+    if (typeof raw !== "object") return [];
+    if (Array.isArray(raw.nodes)) return raw.nodes;
+    if (Array.isArray(raw.items)) return raw.items;
+    if (Array.isArray(raw.data)) return raw.data;
+    if (Array.isArray(raw.response)) return raw.response;
+    return [];
+  }
+
+  /** UUID + display name -> online count from panel node metrics. */
+  function buildNodeOnlineLookup(panel) {
+    const byUuid = new Map();
+    const byName = new Map();
+    const list = extractPanelNodesList(panel?.nodes);
+    for (const node of list) {
+      if (!node || typeof node !== "object") continue;
+      const online = nodeRecordUsersOnline(node);
+      if (online == null) continue;
+      const id = nodeRecordUuid(node);
+      if (id) byUuid.set(id.toLowerCase(), online);
+      const nm = nodeRecordDisplayName(node);
+      if (nm) byName.set(nm.toLowerCase(), online);
+    }
+    return { byUuid, byName };
+  }
+
+  function formatTrafficCell(bytes, row, stringHint) {
+    if (bytes > 0) return fmtTrafficBytes(bytes);
+    const cur = row?.current;
+    if (typeof cur === "string" && cur.trim()) return cur.trim();
+    if (typeof stringHint === "string" && stringHint.trim()) return stringHint.trim();
+    if (isNodeMetricsShape(row) && !bytes) return fmtTrafficBytes(0);
+    return "—";
+  }
+
+  function buildNodeMetricsRows(nodes) {
+    return nodes
+      .filter((n) => n && typeof n === "object")
+      .map((node) => {
+        const bytes = trafficBytesFromNodeRecord(node);
+        const uid = nodeRecordUuid(node);
+        return {
+          label: panelRowLabel(node),
+          value: formatTrafficCell(bytes, node, ""),
+          sort: bytes,
+          uuid: uid || null,
+          online: nodeRecordUsersOnline(node),
+        };
+      })
+      .sort((a, b) => b.sort - a.sort);
+  }
+
+  /** Aggregate legacy arrays (daily rows per node, etc.). */
+  function aggregatePanelNodeRows(rows) {
+    if (!Array.isArray(rows) || !rows.length) return [];
+    const map = new Map();
+    for (const row of rows) {
+      if (!row || typeof row !== "object") continue;
+      const key = String(
+        row.nodeUuid ?? row.node_uuid ?? row.uuid ?? row.nodeName ?? row.name ?? panelRowLabel(row),
+      );
+      const prev = map.get(key) || { label: panelRowLabel(row), bytes: 0, stringHint: "" };
+      const add = isNodeMetricsShape(row) ? trafficBytesFromNodeRecord(row) : panelRowBytes(row);
+      prev.bytes += add;
+      const cur = row.current;
+      if (typeof cur === "string" && cur.trim()) prev.stringHint = cur.trim();
+      prev.label = panelRowLabel(row) || prev.label;
+      map.set(key, prev);
+    }
+    return [...map.values()]
+      .map((x) => ({
+        label: x.label,
+        value:
+          x.bytes > 0
+            ? fmtTrafficBytes(x.bytes)
+            : x.stringHint && String(x.stringHint).trim()
+              ? String(x.stringHint).trim()
+              : "—",
+        sort: x.bytes,
+        uuid: null,
+        online: null,
+      }))
+      .sort((a, b) => b.sort - a.sort);
+  }
+
+  function bandwidthRowUuid(n) {
+    if (!n || typeof n !== "object") return "";
+    const u = n.uuid ?? n.nodeUuid ?? n.node_uuid ?? n.id;
+    return u != null ? String(u) : "";
+  }
+
+  function attachNodeOnlineToRows(rows, lookup) {
+    if (!Array.isArray(rows) || !lookup) return rows;
+    const { byUuid, byName } = lookup;
+    if (!byUuid.size && !byName.size) return rows;
+    return rows.map((r) => {
+      let o = r.online;
+      if (o == null && r.uuid) {
+        const hit = byUuid.get(String(r.uuid).toLowerCase());
+        if (hit != null) o = hit;
+      }
+      if (o == null && r.label && typeof r.label === "string") {
+        const hit = byName.get(r.label.trim().toLowerCase());
+        if (hit != null) o = hit;
+      }
+      if (o != null) return { ...r, online: o };
+      return r;
+    });
+  }
+
+  /** Panel analytics: GET /bandwidth-stats/nodes — totals per node for the selected range (bytes). */
+  function parseNodesBandwidthTop(panel) {
+    const nb = panel?.nodes_bandwidth;
+    if (!nb || typeof nb !== "object") return null;
+    const top = nb.topNodes;
+    if (Array.isArray(top) && top.length) {
+      const rows = top.map((n) => {
+        const total = Number(n?.total ?? n?.bytes ?? 0);
+        const uuid = bandwidthRowUuid(n);
+        const label =
+          (typeof n?.name === "string" && n.name.trim()) ||
+          (typeof n?.nodeName === "string" && n.nodeName.trim()) ||
+          (uuid ? `${uuid.slice(0, 8)}…` : "—");
+        const directOn = Number(n?.usersOnline ?? n?.users_online ?? n?.onlineUsers);
+        const onlineInit = Number.isFinite(directOn) ? directOn : null;
+        return {
+          label,
+          value: total > 0 ? fmtTrafficBytes(total) : fmtTrafficBytes(0),
+          sort: total,
+          uuid: uuid || null,
+          online: onlineInit,
+        };
+      });
+      return { seven: rows.sort((a, b) => b.sort - a.sort) };
+    }
+    const series = nb.series;
+    if (Array.isArray(series) && series.length) {
+      const rows = series.map((s) => {
+        const total = Number(s?.total ?? 0);
+        const uuid = bandwidthRowUuid(s);
+        const label =
+          (typeof s?.name === "string" && s.name.trim()) ||
+          (typeof s?.nodeName === "string" && s.nodeName.trim()) ||
+          (uuid ? `${uuid.slice(0, 8)}…` : "—");
+        const directOn = Number(s?.usersOnline ?? s?.users_online ?? s?.onlineUsers);
+        const onlineInit = Number.isFinite(directOn) ? directOn : null;
+        return {
+          label,
+          value: total > 0 ? fmtTrafficBytes(total) : fmtTrafficBytes(0),
+          sort: total,
+          uuid: uuid || null,
+          online: onlineInit,
+        };
+      });
+      return { seven: rows.sort((a, b) => b.sort - a.sort) };
+    }
+    return null;
+  }
+
+  function parsePanelNodeTraffic(panel) {
+    const onlineLookup = buildNodeOnlineLookup(panel);
+    const fromBw = parseNodesBandwidthTop(panel);
+    if (fromBw?.seven?.length) return { seven: attachNodeOnlineToRows(fromBw.seven, onlineLookup) };
+
+    const raw = panel?.nodes;
+    if (raw == null) return { seven: [] };
+
+    if (Array.isArray(raw)) {
+      if (raw.length && isNodeMetricsShape(raw[0])) {
+        return { seven: attachNodeOnlineToRows(buildNodeMetricsRows(raw), onlineLookup) };
+      }
+      return { seven: attachNodeOnlineToRows(aggregatePanelNodeRows(raw), onlineLookup) };
+    }
+
+    if (typeof raw === "object") {
+      if (Array.isArray(raw.nodes) && raw.nodes.length) {
+        return { seven: attachNodeOnlineToRows(buildNodeMetricsRows(raw.nodes), onlineLookup) };
+      }
+      if (Array.isArray(raw.lastSevenDays) && raw.lastSevenDays.length) {
+        return { seven: attachNodeOnlineToRows(aggregatePanelNodeRows(raw.lastSevenDays), onlineLookup) };
+      }
+    }
+
+    return { seven: [] };
+  }
+
   function computeRevenueKpis(financial, series) {
     const amounts = series.map((p) => Number(p.amount) || 0);
     const n = amounts.length;
@@ -353,61 +662,106 @@
       <p class="admin-muted" style="margin:0;">{at("stats_panel_unavailable_detail", {}, "")}</p>
     {:else if panelMetrics}
       <Card.Root>
-        <Card.Content>
-          <div class="admin-dashboard-panel-metrics">
-            <div class="admin-dashboard-panel-metric">
-              <span><Radio size={12} /> {at("stats_panel_online", {}, "")}</span>
-              <strong>{panelMetrics.onlineNow}</strong>
-            </div>
-            <div class="admin-dashboard-panel-metric">
-              <span>{at("stats_panel_active", {}, "")}</span>
-              <strong>{panelMetrics.active}</strong>
-            </div>
-            <div class="admin-dashboard-panel-metric">
-              <span>{at("stats_panel_expired", {}, "")}</span>
-              <strong>{panelMetrics.expired}</strong>
-            </div>
-            <div class="admin-dashboard-panel-metric">
-              <span>{at("stats_panel_disabled", {}, "")}</span>
-              <strong>{panelMetrics.disabled}</strong>
-            </div>
-            <div class="admin-dashboard-panel-metric">
-              <span>{at("stats_panel_limited", {}, "")}</span>
-              <strong>{panelMetrics.limited}</strong>
-            </div>
-            <div class="admin-dashboard-panel-metric">
-              <span><Activity size={12} /> {at("stats_panel_total_users", {}, "")}</span>
-              <strong>{panelMetrics.totalPanelUsers}</strong>
-            </div>
-            {#if panelMetrics.nodesOnline != null}
-              <div class="admin-dashboard-panel-metric">
-                <span><Server size={12} /> {at("stats_panel_nodes_online", {}, "")}</span>
-                <strong>{panelMetrics.nodesOnline}</strong>
+        <Card.Content class="admin-cn-card-content admin-panel-dash-card">
+          <div class="admin-panel-dash">
+            <div class="admin-panel-dash-tiles" role="group" aria-label={at("stats_section_panel", {}, "")}>
+              <div class="admin-panel-dash-tile">
+                <div class="admin-panel-dash-tile-label">
+                  <span class="admin-panel-dash-ico" aria-hidden="true"><Radio size={12} /></span>
+                  {at("stats_panel_online", {}, "")}
+                </div>
+                <div class="admin-panel-dash-tile-value">{panelMetrics.onlineNow}</div>
               </div>
-            {/if}
-            {#if panelMetrics.memPct != null}
-              <div class="admin-dashboard-panel-metric">
-                <span>{at("stats_panel_memory", {}, "")}</span>
-                <strong>{panelMetrics.memPct.toFixed(1)}%</strong>
+              <div class="admin-panel-dash-tile">
+                <div class="admin-panel-dash-tile-label">{at("stats_panel_active", {}, "")}</div>
+                <div class="admin-panel-dash-tile-value">{panelMetrics.active}</div>
               </div>
+              <div class="admin-panel-dash-tile">
+                <div class="admin-panel-dash-tile-label">
+                  <span class="admin-panel-dash-ico" aria-hidden="true"><Activity size={12} /></span>
+                  {at("stats_panel_total_users", {}, "")}
+                </div>
+                <div class="admin-panel-dash-tile-value">{panelMetrics.totalPanelUsers}</div>
+              </div>
+              <div class="admin-panel-dash-tile">
+                <div class="admin-panel-dash-tile-label">{at("stats_panel_expired", {}, "")}</div>
+                <div class="admin-panel-dash-tile-value">{panelMetrics.expired}</div>
+              </div>
+              <div class="admin-panel-dash-tile">
+                <div class="admin-panel-dash-tile-label">{at("stats_panel_disabled", {}, "")}</div>
+                <div class="admin-panel-dash-tile-value">{panelMetrics.disabled}</div>
+              </div>
+              <div class="admin-panel-dash-tile">
+                <div class="admin-panel-dash-tile-label">{at("stats_panel_limited", {}, "")}</div>
+                <div class="admin-panel-dash-tile-value">{panelMetrics.limited}</div>
+              </div>
+              {#if panelMetrics.nodesOnline != null}
+                <div class="admin-panel-dash-tile">
+                  <div class="admin-panel-dash-tile-label">
+                    <span class="admin-panel-dash-ico" aria-hidden="true"><Server size={12} /></span>
+                    {at("stats_panel_nodes_online", {}, "")}
+                  </div>
+                  <div class="admin-panel-dash-tile-value">{panelMetrics.nodesOnline}</div>
+                </div>
+              {/if}
+              {#if panelMetrics.memPct != null}
+                <div class="admin-panel-dash-tile">
+                  <div class="admin-panel-dash-tile-label">{at("stats_panel_memory", {}, "")}</div>
+                  <div class="admin-panel-dash-tile-value">{panelMetrics.memPct.toFixed(1)}%</div>
+                </div>
+              {/if}
+              {#if panelMetrics.cpuPct != null}
+                <div class="admin-panel-dash-tile">
+                  <div class="admin-panel-dash-tile-label">
+                    <span class="admin-panel-dash-ico" aria-hidden="true"><Zap size={12} /></span>
+                    {at("stats_panel_cpu", {}, "")}
+                  </div>
+                  <div class="admin-panel-dash-tile-value">{panelMetrics.cpuPct.toFixed(1)}%</div>
+                </div>
+              {/if}
+              {#if panelBw?.week != null}
+                <div class="admin-panel-dash-tile admin-panel-dash-tile--wide">
+                  <div class="admin-panel-dash-tile-label">{at("stats_panel_bw_week", {}, "")}</div>
+                  <div class="admin-panel-dash-tile-value admin-panel-dash-tile-value--sm">{panelBw.week}</div>
+                </div>
+              {/if}
+              {#if panelBw?.month != null}
+                <div class="admin-panel-dash-tile admin-panel-dash-tile--wide">
+                  <div class="admin-panel-dash-tile-label">{at("stats_panel_bw_month", {}, "")}</div>
+                  <div class="admin-panel-dash-tile-value admin-panel-dash-tile-value--sm">{panelBw.month}</div>
+                </div>
+              {/if}
+            </div>
+
+            {#if panelNodeTraffic?.seven?.length}
+              <div class="admin-panel-dash-nodes">
+                <div class="admin-panel-dash-nodes-head">
+                  <h3 class="admin-panel-dash-nodes-title">{at("stats_panel_inner_nodes", {}, "")}</h3>
+                  <p class="admin-panel-dash-nodes-hint">{at("stats_panel_inner_nodes_hint", {}, "")}</p>
+                </div>
+                <div class="admin-panel-dash-nodes-grid">
+                  {#each panelNodeTraffic.seven.slice(0, PANEL_NODE_TILE_LIMIT) as node}
+                    <div class="admin-panel-dash-node">
+                      <div class="admin-panel-dash-node-name">{node.label}</div>
+                      <div class="admin-panel-dash-node-value">{node.value}</div>
+                      {#if node.online != null}
+                        <div class="admin-panel-dash-node-meta">
+                          {at("stats_panel_node_users_online", { count: node.online }, "")}
+                        </div>
+                      {/if}
+                    </div>
+                  {/each}
+                </div>
+                {#if panelNodeTraffic.seven.length > PANEL_NODE_TILE_LIMIT}
+                  <p class="admin-panel-dash-nodes-more">
+                    {at("stats_panel_nodes_overflow", { count: panelNodeTraffic.seven.length - PANEL_NODE_TILE_LIMIT }, "")}
+                  </p>
+                {/if}
+              </div>
+            {:else if panelPayload?.nodes && typeof panelPayload.nodes === "object" && Object.keys(panelPayload.nodes).length > 0}
+              <p class="admin-panel-dash-nodes-empty">{at("stats_panel_nodes_empty", {}, "")}</p>
             {/if}
           </div>
-          {#if panelBw && (panelBw.week != null || panelBw.month != null)}
-            <dl class="admin-dashboard-panel-bandwidth">
-              {#if panelBw.week != null}
-                <div>
-                  <dt>{at("stats_panel_bw_week", {}, "")}</dt>
-                  <dd>{panelBw.week}</dd>
-                </div>
-              {/if}
-              {#if panelBw.month != null}
-                <div>
-                  <dt>{at("stats_panel_bw_month", {}, "")}</dt>
-                  <dd>{panelBw.month}</dd>
-                </div>
-              {/if}
-            </dl>
-          {/if}
         </Card.Content>
       </Card.Root>
     {/if}
diff --git a/bot/app/web/frontend/src/styles/admin.css b/bot/app/web/frontend/src/styles/admin.css
index 55f1097..24f035f 100644
--- a/bot/app/web/frontend/src/styles/admin.css
+++ b/bot/app/web/frontend/src/styles/admin.css
@@ -588,61 +588,168 @@
   white-space: nowrap;
 }
 
-.admin-dashboard-panel-card {
-  border: 1px solid var(--admin-border);
-  background: var(--admin-card-bg);
-  border-radius: 12px;
-  box-shadow: var(--admin-card-shadow);
-  padding: 16px 18px;
+.admin-panel-dash-card {
+  padding-top: 14px;
+  padding-bottom: 14px;
+}
+
+.admin-panel-dash {
   display: grid;
-  gap: 14px;
+  gap: 18px;
   min-width: 0;
 }
 
-.admin-dashboard-panel-metrics {
-  display: flex;
-  flex-wrap: wrap;
-  gap: 12px 20px;
+.admin-panel-dash-tiles {
+  display: grid;
+  gap: 10px;
+  grid-template-columns: repeat(auto-fit, minmax(148px, 1fr));
+  padding: 12px;
+  border-radius: 12px;
+  border: 1px solid var(--admin-border);
+  background: color-mix(in srgb, var(--admin-bg) 65%, var(--admin-surface-2));
 }
 
-.admin-dashboard-panel-metric {
-  display: flex;
-  flex-direction: column;
-  gap: 2px;
+.admin-panel-dash-tile {
+  display: grid;
+  gap: 6px;
+  padding: 12px 12px 11px;
+  border-radius: 10px;
+  border: 1px solid color-mix(in srgb, var(--admin-border) 85%, transparent);
+  background: color-mix(in srgb, var(--admin-surface) 92%, var(--admin-bg));
   min-width: 0;
 }
 
-.admin-dashboard-panel-metric strong {
-  font-size: 18px;
-  font-weight: 700;
-  color: var(--admin-text);
-  letter-spacing: -0.02em;
+.admin-panel-dash-tile--wide {
+  grid-column: 1 / -1;
 }
 
-.admin-dashboard-panel-metric span {
+.admin-panel-dash-tile-label {
+  display: flex;
+  align-items: center;
+  gap: 6px;
   font-size: 11px;
   font-weight: 600;
-  text-transform: uppercase;
   letter-spacing: 0.04em;
+  text-transform: uppercase;
+  color: var(--admin-muted);
+  min-width: 0;
+}
+
+.admin-panel-dash-ico {
+  display: inline-flex;
+  color: color-mix(in srgb, var(--accent) 82%, var(--admin-muted));
+  flex-shrink: 0;
+}
+
+.admin-panel-dash-ico :global(svg) {
+  display: block;
+}
+
+.admin-panel-dash-tile-value {
+  font-size: 22px;
+  font-weight: 700;
+  letter-spacing: -0.03em;
+  line-height: 1.1;
+  color: color-mix(in srgb, var(--accent) 22%, var(--admin-text));
+  font-variant-numeric: tabular-nums;
+  min-width: 0;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.admin-panel-dash-tile-value--sm {
+  font-size: 16px;
+  font-weight: 650;
+  white-space: normal;
+  line-height: 1.25;
+}
+
+.admin-panel-dash-nodes {
+  display: grid;
+  gap: 10px;
+  min-width: 0;
+}
+
+.admin-panel-dash-nodes-head {
+  display: grid;
+  gap: 4px;
+  padding: 0 2px;
+}
+
+.admin-panel-dash-nodes-title {
+  margin: 0;
+  font-size: 12px;
+  font-weight: 700;
+  letter-spacing: 0.05em;
+  text-transform: uppercase;
+  color: var(--admin-text);
+}
+
+.admin-panel-dash-nodes-hint {
+  margin: 0;
+  font-size: 11px;
+  line-height: 1.35;
   color: var(--admin-muted);
 }
 
-.admin-dashboard-panel-bandwidth {
-  display: flex;
-  flex-wrap: wrap;
-  gap: 8px 16px;
+.admin-panel-dash-nodes-grid {
+  display: grid;
+  gap: 8px;
+  grid-template-columns: repeat(auto-fit, minmax(160px, 1fr));
+  max-height: 240px;
+  overflow-y: auto;
+  padding: 10px;
+  border-radius: 12px;
+  border: 1px solid var(--admin-border);
+  background: color-mix(in srgb, var(--admin-bg) 65%, var(--admin-surface-2));
+}
+
+.admin-panel-dash-node {
+  display: grid;
+  gap: 4px;
+  padding: 10px 11px;
+  border-radius: 10px;
+  border: 1px solid color-mix(in srgb, var(--admin-border) 85%, transparent);
+  background: color-mix(in srgb, var(--admin-surface) 92%, var(--admin-bg));
+  min-width: 0;
+}
+
+.admin-panel-dash-node-name {
+  font-size: 12px;
+  font-weight: 600;
+  color: var(--admin-muted);
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.admin-panel-dash-node-value {
+  font-size: 15px;
+  font-weight: 700;
+  color: color-mix(in srgb, var(--accent) 28%, var(--admin-text));
+  font-variant-numeric: tabular-nums;
+}
+
+.admin-panel-dash-node-meta {
+  font-size: 11px;
+  font-weight: 600;
+  color: var(--admin-muted);
+  font-variant-numeric: tabular-nums;
+}
+
+.admin-panel-dash-nodes-more {
+  margin: 0;
+  font-size: 11px;
+  color: var(--admin-muted);
+  padding: 0 4px;
+}
+
+.admin-panel-dash-nodes-empty {
+  margin: 0;
   font-size: 12px;
   color: var(--admin-muted);
-}
-
-.admin-dashboard-panel-bandwidth dt {
-  font-weight: 600;
-  color: var(--admin-text);
-  margin: 0;
-}
-
-.admin-dashboard-panel-bandwidth dd {
-  margin: 0;
+  padding: 8px 4px 0;
 }
 
 .admin-sync-strip {
diff --git a/bot/services/panel_api_service.py b/bot/services/panel_api_service.py
index fec2452..20b3d07 100644
--- a/bot/services/panel_api_service.py
+++ b/bot/services/panel_api_service.py
@@ -556,6 +556,32 @@ class PanelApiService:
             return response_data.get("response")
         return None
 
+    async def get_nodes_bandwidth_usage(
+        self,
+        *,
+        start: str,
+        end: str,
+        top_nodes_limit: int = 64,
+    ) -> Optional[Dict[str, Any]]:
+        """Per-node usage for a date range (Remnawave GET /bandwidth-stats/nodes).
+
+        Query dates are calendar dates (YYYY-MM-DD), same as the panel UI analytics.
+        Response includes topNodes[{ uuid, name, countryCode, total }, ...] where total is bytes.
+        """
+        response_data = await self._request(
+            "GET",
+            "/bandwidth-stats/nodes",
+            params={
+                "start": start,
+                "end": end,
+                "topNodesLimit": top_nodes_limit,
+            },
+            log_full_response=False,
+        )
+        if response_data and not response_data.get("error") and "response" in response_data:
+            return response_data.get("response")
+        return None
+
     async def get_user_bandwidth_stats(self, user_uuid: str) -> Optional[Dict[str, Any]]:
         endpoint = f"/bandwidth-stats/users/{user_uuid}"
         response_data = await self._request("GET", endpoint, log_full_response=False)
@@ -700,6 +726,61 @@ class PanelApiService:
         logging.error("Failed to remove users from squad %s. Response: %s", squad_uuid, response_data)
         return False
 
+    async def get_nodes_online_lookups(self) -> Dict[str, Dict[str, int]]:
+        """Live ``usersOnline`` per node from ``GET /nodes`` (node directory).
+
+        Newer panels expose Prometheus-style metrics under ``/system/stats/nodes``
+        (``nodes: [{ usersOnline, ... }]``). Older/alternate builds only return
+        historical rows (e.g. ``lastSevenDays``) without live counts. The node
+        directory response always includes ``usersOnline`` and ``uuid``.
+
+        Returns:
+            ``{"byUuid": {uuid_lower: int}, "byName": {name_lower: int}}``
+        """
+        by_uuid: Dict[str, int] = {}
+        by_name: Dict[str, int] = {}
+        page_size = 100
+        start = 0
+        while True:
+            response_data = await self._request(
+                "GET",
+                "/nodes",
+                params={"size": page_size, "start": start},
+                log_full_response=False,
+            )
+            if not response_data or response_data.get("error"):
+                break
+            resp = response_data.get("response")
+            batch: List[Dict[str, Any]] = []
+            if isinstance(resp, list):
+                batch = [x for x in resp if isinstance(x, dict)]
+            elif isinstance(resp, dict):
+                inner = resp.get("nodes") or resp.get("items") or []
+                batch = [x for x in inner if isinstance(x, dict)]
+            if not batch:
+                break
+            for n in batch:
+                uid = n.get("uuid") or n.get("nodeUuid") or n.get("node_uuid")
+                uo = n.get("usersOnline")
+                if uo is None:
+                    uo = n.get("users_online")
+                if uo is None:
+                    continue
+                try:
+                    val = int(uo)
+                except (TypeError, ValueError):
+                    continue
+                if uid:
+                    by_uuid[str(uid).strip().lower()] = val
+                name = n.get("name")
+                if name and isinstance(name, str) and name.strip():
+                    by_name[name.strip().lower()] = val
+            if len(batch) < page_size:
+                break
+            start += page_size
+            await asyncio.sleep(0.05)
+        return {"byUuid": by_uuid, "byName": by_name}
+
     async def get_nodes_statistics(self) -> Optional[Dict[str, Any]]:
         """Get nodes statistics"""
         response_data = await self._request("GET", "/system/stats/nodes", log_full_response=False)
diff --git a/locales/en.json b/locales/en.json
index 3090f75..193aaec 100644
--- a/locales/en.json
+++ b/locales/en.json
@@ -942,6 +942,12 @@
   "admin_stats_panel_memory": "Memory",
   "admin_stats_panel_bw_week": "Traffic 7 days",
   "admin_stats_panel_bw_month": "Traffic 30 days",
+  "admin_stats_panel_inner_nodes": "Per node (7 days)",
+  "admin_stats_panel_inner_nodes_hint": "Traffic from bandwidth API; online users from node metrics, sorted by traffic",
+  "admin_stats_panel_node_users_online": "Online now: {count}",
+  "admin_stats_panel_cpu": "CPU",
+  "admin_stats_panel_nodes_empty": "No per-node breakdown from the panel",
+  "admin_stats_panel_nodes_overflow": "+{count} more",
   "admin_stats_sync_last": "Last run",
   "admin_stats_sync_processed": "Processed: {users} users, {subs} subscriptions",
   "admin_stats_queue_users": " users",
diff --git a/locales/ru.json b/locales/ru.json
index 7fd34cf..696c6cc 100644
--- a/locales/ru.json
+++ b/locales/ru.json
@@ -942,6 +942,12 @@
   "admin_stats_panel_memory": "Память",
   "admin_stats_panel_bw_week": "Трафик 7 дней",
   "admin_stats_panel_bw_month": "Трафик 30 дней",
+  "admin_stats_panel_inner_nodes": "По нодам (7 дней)",
+  "admin_stats_panel_inner_nodes_hint": "Трафик из bandwidth API; онлайн — метрики нод, сортировка по трафику",
+  "admin_stats_panel_node_users_online": "Сейчас онлайн: {count}",
+  "admin_stats_panel_cpu": "CPU",
+  "admin_stats_panel_nodes_empty": "Панель не вернула разбивку по нодам",
+  "admin_stats_panel_nodes_overflow": "и ещё {count}",
   "admin_stats_sync_last": "Последняя",
   "admin_stats_sync_processed": "Обработано: {users} польз., {subs} подписок",
   "admin_stats_queue_users": " польз.",