diff --git a/app/Http/Controllers/Admin/LogsController.php b/app/Http/Controllers/Admin/LogsController.php
index 9a04fe06..b6935fd5 100644
--- a/app/Http/Controllers/Admin/LogsController.php
+++ b/app/Http/Controllers/Admin/LogsController.php
@@ -172,15 +172,17 @@ class LogsController extends Controller
         });
 
         $onlineIPLogs = $query->groupBy(['user_id', 'node_id'])->latest()->paginate(20)->appends($request->except('page'));
-        foreach ($onlineIPLogs as $log) {
-            // 跳过上报多IP的
-            if ($log->ip === null || str_contains($log->ip, ',')) {
-                continue;
+        // 提前过滤 IP 数据以减少循环中的判断
+        $onlineIPLogs->transform(function ($log) {
+            if ($log->ip && ! str_contains($log->ip, ',')) {
+                $ipInfo = IP::getIPInfo($log->ip);
+                if ($ipInfo) {
+                    $log->ipInfo = $ipInfo['address'].' '.$ipInfo['isp'];
+                }
             }
-            $ipInfo = IP::getIPInfo($log->ip);
 
-            $log->ipInfo = $ipInfo['address'].' '.$ipInfo['isp'];
-        }
+            return $log;
+        });
 
         return view('admin.logs.onlineIPMonitor', [
             'onlineIPLogs' => $onlineIPLogs,
diff --git a/app/Http/Controllers/Admin/SubscribeController.php b/app/Http/Controllers/Admin/SubscribeController.php
index 10a590bc..e6253733 100644
--- a/app/Http/Controllers/Admin/SubscribeController.php
+++ b/app/Http/Controllers/Admin/SubscribeController.php
@@ -46,13 +46,13 @@ class SubscribeController extends Controller
             $query->whereBetween('request_time', [$request->input('start').' 00:00:00', $request->input('end').' 23:59:59']);
         }
 
-        $subscribeLogs = $query->latest()->paginate(20)->appends($request->except('page'));
-        foreach ($subscribeLogs as $log) {
-            // 跳过上报多IP的
+        $subscribeLogs = $query->latest()->paginate(20)->appends($request->except('page'))->transform(function ($log) {
             if ($log->request_ip) {
-                $log->ipInfo = IP::getIPInfo($log->request_ip)['address'] ?? null;
+                $log->ipInfo = optional(IP::getIPInfo($log->request_ip))['address'] ?? null;
             }
-        }
+
+            return $log;
+        });
 
         return view('admin.subscribe.log', ['subscribeLog' => $subscribeLogs, 'subscribe' => $userSubscribe]);
     }
diff --git a/app/Utils/Helpers.php b/app/Utils/Helpers.php
index c8a2d825..38476cc7 100644
--- a/app/Utils/Helpers.php
+++ b/app/Utils/Helpers.php
@@ -251,22 +251,25 @@ class Helpers
     {
         $ipLocation = IP::getIPInfo($ip);
 
-        if (empty($ipLocation)) {
+        $logData = [
+            'user_id' => $user->id,
+            'ip' => $ip,
+            'country' => $ipLocation['country'] ?? '',
+            'province' => $ipLocation['region'] ?? '',
+            'city' => $ipLocation['city'] ?? '',
+            'county' => '', // 未使用的字段
+            'isp' => $ipLocation['isp'] ?? '',
+            'area' => $ipLocation['area'] ?? '',
+        ];
+
+        // 记录错误日志仅在 IP 信息无效时
+        if (! $ipLocation) {
             Log::warning(trans('errors.get_ip').'：'.$ip);
         }
 
-        $log = new UserLoginLog;
-        $log->user_id = $user->id;
-        $log->ip = $ip;
-        $log->country = $ipLocation['country'] ?? '';
-        $log->province = $ipLocation['region'] ?? '';
-        $log->city = $ipLocation['city'] ?? '';
-        $log->county = '';
-        $log->isp = $ipLocation['isp'] ?? '';
-        $log->area = $ipLocation['area'] ?? '';
-        $log->save();
-
-        $user->update(['last_login' => time()]); // 更新登录信息
+        // 批量插入日志记录并更新用户登录时间
+        UserLoginLog::create($logData);
+        $user->update(['last_login' => time()]);
     }
 
     public static function getPriceTag(int|float $amount): string