diff --git a/src/pages/admin/statistics/SystemStatisticsPage.vue b/src/pages/admin/statistics/SystemStatisticsPage.vue
index b06c6bc..2186a1d 100644
--- a/src/pages/admin/statistics/SystemStatisticsPage.vue
+++ b/src/pages/admin/statistics/SystemStatisticsPage.vue
@@ -13,47 +13,6 @@
       <p class="text-red-600 mb-4">{{ error }}</p>
       <el-button @click="loadSystemStatistics" class="mt-4">重试</el-button>
     </div>
-    <!-- 最近API调用记录 -->
-    <div v-if="!loading && !error" class="mb-3">
-      <div class="bg-white rounded-lg shadow-sm border border-gray-200 p-2">
-        <div class="flex items-center justify-end mb-1">
-          <el-icon 
-            :class="{ 'animate-spin': recentApiCallsLoading }" 
-            class="text-gray-400 cursor-pointer hover:text-gray-600"
-            @click="loadRecentApiCalls"
-            size="12"
-          >
-            <Refresh />
-          </el-icon>
-        </div>
-        
-        <div v-if="recentApiCallsLoading && recentApiCalls.length === 0" class="text-center py-1">
-          <el-icon size="14" class="animate-spin text-gray-400">
-            <Loading />
-          </el-icon>
-          <p class="text-sm text-gray-500 mt-1">加载中...</p>
-        </div>
-        
-        <div v-else-if="recentApiCalls.length === 0" class="text-sm text-gray-500 py-1 text-center">
-          暂无成功调用记录
-        </div>
-        
-        <div v-else class="flex flex-col gap-1.5 max-h-32 overflow-y-auto">
-          <div
-            v-for="(item, index) in recentApiCalls"
-            :key="item.id || index"
-            class="text-sm border border-gray-200 rounded px-2 py-1 hover:bg-gray-50 transition-colors text-center"
-          >
-            <span class="text-gray-900 font-medium">{{ getCompanyName(item) }}</span>
-            <span class="text-gray-400 mx-1">·</span>
-            <span class="text-blue-600">{{ getProductName(item) }}</span>
-            <span class="text-gray-400 mx-1">·</span>
-            <span class="text-gray-500">{{ formatRecentTime(item.created_at || item.start_at) }}</span>
-          </div>
-        </div>
-      </div>
-    </div>
-    
     <!-- 统计内容 -->
     <div v-if="systemStats" class="space-y-4">
       <!-- 概览卡片 -->
@@ -144,6 +103,59 @@
         </div>
       </div>
 
+      <!-- 数据弹幕区域 - 独立在上方 -->
+      <div class="w-full mb-4">
+        <div class="bg-white rounded-lg shadow-sm border border-gray-200 p-3">
+          <div class="flex items-center justify-between mb-3">
+            <div class="flex items-center">
+              <div class="w-8 h-8 flex items-center justify-center rounded-lg bg-indigo-500 text-white mr-2">
+                <el-icon size="12">
+                  <TrendCharts />
+                </el-icon>
+              </div>
+              <h3 class="text-sm font-semibold text-gray-800">实时API调用动态</h3>
+            </div>
+            <div class="text-xs text-gray-500">
+              每5秒更新 · 最多显示100条
+            </div>
+          </div>
+          
+          <!-- 弹幕容器 -->
+          <div ref="danmakuContainer" class="relative h-32 overflow-hidden bg-gradient-to-b from-gray-50 to-white rounded-lg border border-gray-100">
+            <!-- 无数据提示 -->
+            <div v-if="danmakuItems.length === 0" class="absolute inset-0 flex items-center justify-center text-gray-400 text-sm">
+              <div class="text-center">
+                <el-icon size="24" class="mb-2 animate-spin">
+                  <Loading />
+                </el-icon>
+                <p>正在加载数据...</p>
+              </div>
+            </div>
+            
+            <!-- 弹幕项 - 每条独立滚动 -->
+            <div
+              v-for="(item, index) in danmakuItems"
+              :key="item.id"
+              :style="getDanmakuStyle(item, index)"
+              class="absolute danmaku-item bg-white rounded-lg shadow-sm border px-3 py-1.5 whitespace-nowrap"
+              :class="getDanmakuClass(item)"
+            >
+              <div class="flex items-center gap-2">
+                <div class="flex-shrink-0 w-6 h-6 rounded-full flex items-center justify-center text-white text-xs font-bold"
+                  :class="getUserAvatarClass(item.userId)">
+                  {{ getUsernameInitial(item.username) }}
+                </div>
+                <span class="text-xs font-medium text-gray-800">{{ item.username }}</span>
+                <span class="text-xs text-gray-400">·</span>
+                <span class="text-xs text-purple-600 font-medium">{{ item.apiName }}</span>
+                <span class="text-xs text-gray-400">·</span>
+                <span class="text-xs text-gray-500">{{ formatRelativeTime(item.createdAt) }}</span>
+              </div>
+            </div>
+          </div>
+        </div>
+      </div>
+
       <!-- 图表区域 - 紧凑布局 -->
       <!-- 主要内容区域 -->
       <div class="flex flex-col xl:flex-row gap-4">
@@ -507,7 +519,6 @@
 </template>
 
 <script setup>
-import { apiCallApi } from '@/api'
 import {
   adminGetApiDomainStatistics,
   adminGetApiPopularityRanking,
@@ -566,10 +577,13 @@ const apiPopularityData = ref([])
 // 今日认证企业数据
 const todayCertifiedEnterprises = ref([])
 
-// 最近API调用记录（队列，最多10条）
-const recentApiCalls = ref([])
-const recentApiCallsLoading = ref(false)
-const MAX_RECENT_CALLS = 10
+// 弹幕相关数据
+const danmakuItems = ref([])
+const danmakuContainer = ref(null)
+const danmakuPollingTimer = ref(null)
+const lastFetchTime = ref(null)
+const MAX_DANMAKU_ITEMS = 100
+
 
 // 快捷选择配置
 const shortcuts = [
@@ -1362,133 +1376,215 @@ const getNoDataMessage = (periodRef) => {
   }
 }
 
-// 加载最近API调用记录（只显示成功的，使用队列机制，最多10条）
-const loadRecentApiCalls = async () => {
-  recentApiCallsLoading.value = true
+
+
+// 获取用户名显示文本
+const getDisplayUsername = (record) => {
+  // 尝试多种可能的字段名（兼容不同的命名风格）
+  if (record.company_name || record.companyName) {
+    return record.company_name || record.companyName
+  }
+  if (record.user?.company_name || record.user?.companyName) {
+    return record.user.company_name || record.user.companyName
+  }
+  if (record.user?.phone) {
+    return record.user.phone
+  }
+  // 如果都没有，使用用户ID的前8位作为显示
+  if (record.user_id || record.userId) {
+    const userId = record.user_id || record.userId
+    return `用户${userId.substring(0, 8)}`
+  }
+  return '未知用户'
+}
+
+// 获取API名称
+const getApiName = (record) => {
+  return record.product_name || record.productName || '未知API'
+}
+
+// 格式化日期时间为后端期望的格式
+const formatDateTime = (date) => {
+  const year = date.getFullYear()
+  const month = String(date.getMonth() + 1).padStart(2, '0')
+  const day = String(date.getDate()).padStart(2, '0')
+  const hours = String(date.getHours()).padStart(2, '0')
+  const minutes = String(date.getMinutes()).padStart(2, '0')
+  const seconds = String(date.getSeconds()).padStart(2, '0')
+  return `${year}-${month}-${day} ${hours}:${minutes}:${seconds}`
+}
+
+// 加载弹幕数据
+const loadDanmakuData = async () => {
   try {
-    const response = await apiCallApi.getAdminApiCalls({
-      page: 1,
-      page_size: 1, // 只获取最新1条
-      status: 'success'
-    })
-    
-    const newItems = response?.data?.items || []
-    if (newItems.length > 0) {
-      const newItem = newItems[0]
-      
-      // 检查是否已存在（根据ID判断）
-      const exists = recentApiCalls.value.some(item => item.id === newItem.id)
-      
-      if (!exists) {
-        // 新数据入队（添加到前面）
-        recentApiCalls.value.unshift(newItem)
-        
-        // 如果超过最大数量，移除最旧的（队尾出队）
-        if (recentApiCalls.value.length > MAX_RECENT_CALLS) {
-          recentApiCalls.value = recentApiCalls.value.slice(0, MAX_RECENT_CALLS)
-        }
-      }
-    }
-  } catch (err) {
-    console.error('加载最近API调用记录失败:', err)
-  } finally {
-    recentApiCallsLoading.value = false
-  }
-}
-
-// 初始化时加载最近10条记录
-const initRecentApiCalls = async () => {
-  recentApiCallsLoading.value = true
-  try {
-    console.log('开始加载最近API调用记录...')
-    const response = await apiCallApi.getAdminApiCalls({
-      page: 1,
-      page_size: MAX_RECENT_CALLS,
-      status: 'success'
-    })
-    
-    console.log('API调用记录响应:', response)
-    console.log('响应数据:', response?.data)
-    console.log('items:', response?.data?.items)
-    
-    const items = response?.data?.items || []
-    console.log('解析到的items数量:', items.length)
-    
-    if (items.length > 0) {
-      console.log('第一条记录:', items[0])
-    }
-    
-    recentApiCalls.value = items.slice(0, MAX_RECENT_CALLS)
-    console.log('最终设置的recentApiCalls:', recentApiCalls.value)
-  } catch (err) {
-    console.error('初始化最近API调用记录失败:', err)
-    console.error('错误详情:', err.response || err.message)
-    recentApiCalls.value = []
-  } finally {
-    recentApiCallsLoading.value = false
-  }
-}
-
-// 获取企业名称
-const getCompanyName = (item) => {
-  if (item?.company_name) {
-    return item.company_name
-  }
-  if (item?.user?.company_name) {
-    return item.user.company_name
-  }
-  return '未知企业'
-}
-
-// 获取产品名称
-const getProductName = (item) => {
-  if (item?.product_name) {
-    return item.product_name
-  }
-  return '未知接口'
-}
-
-// 格式化最近时间（显示相对时间或具体时间）
-const formatRecentTime = (timeStr) => {
-  if (!timeStr) return '-'
-  
-  try {
-    const time = new Date(timeStr)
+    // 获取最近5分钟的API调用记录
     const now = new Date()
-    const diff = now - time // 毫秒差
+    const fiveMinutesAgo = new Date(now.getTime() - 5 * 60 * 1000)
     
-    // 小于1分钟显示"刚刚"
-    if (diff < 60000) {
-      return '刚刚'
+    const params = {
+      page: 1,
+      page_size: 100, // 获取最多100条记录
+      start_time: formatDateTime(fiveMinutesAgo),
+      end_time: formatDateTime(now),
+      sort_by: 'created_at',
+      sort_order: 'desc'
     }
-    // 小于1小时显示分钟数
-    if (diff < 3600000) {
-      const minutes = Math.floor(diff / 60000)
-      return `${minutes}分钟前`
+
+    const response = await apiCallApi.getAdminApiCalls(params)
+    
+    if (response.success && response.data?.items) {
+      const records = response.data.items
+      
+      // 不去重，每条记录都转换为弹幕项
+      const newItems = records.map((record, index) => {
+        const username = getDisplayUsername(record)
+        const apiName = getApiName(record)
+        const userId = record.user_id || record.userId || 'unknown'
+        const createdAt = record.created_at || record.createdAt || new Date().toISOString()
+        
+        // 使用记录ID和时间戳作为唯一标识
+        const recordId = record.id || `${userId}_${createdAt}_${index}`
+        
+        return {
+          id: recordId,
+          userId: userId,
+          username: username,
+          apiName: apiName,
+          createdAt: createdAt,
+          timestamp: new Date(createdAt).getTime()
+        }
+      })
+      
+      // 合并新旧数据，按时间戳排序，保留最新的100条
+      const allItems = [...danmakuItems.value, ...newItems]
+        .sort((a, b) => b.timestamp - a.timestamp) // 最新的在前
+        .slice(0, MAX_DANMAKU_ITEMS) // 只保留100条
+      
+      danmakuItems.value = allItems
+      lastFetchTime.value = now
     }
-    // 小于24小时显示小时数
-    if (diff < 86400000) {
-      const hours = Math.floor(diff / 3600000)
-      return `${hours}小时前`
-    }
-    // 大于24小时显示具体日期时间
-    return time.toLocaleString('zh-CN', {
-      month: '2-digit',
-      day: '2-digit',
-      hour: '2-digit',
-      minute: '2-digit'
-    })
-  } catch (e) {
-    return timeStr
+  } catch (err) {
+    console.error('获取弹幕数据失败:', err)
+    // 不显示错误消息，避免干扰用户体验
   }
 }
 
 
+// 获取弹幕样式 - 每条弹幕独立滚动，速度一致
+const getDanmakuStyle = (item, index) => {
+  if (!danmakuContainer.value) {
+    return {}
+  }
+  
+  const containerHeight = danmakuContainer.value.clientHeight || 128
+  const itemHeight = 36 // 每条弹幕的高度（包含间距）
+  const maxRows = Math.floor(containerHeight / itemHeight)
+  
+  // 计算弹幕应该在哪一行（垂直位置）
+  // 使用索引和时间戳的组合来分配行，避免重叠
+  const rowIndex = (index + Math.abs(item.timestamp % 1000)) % maxRows
+  const top = rowIndex * itemHeight + 4
+  
+  // 计算动画延迟，让弹幕错开开始时间，但保持相同的滚动速度
+  // 使用时间戳的哈希值来分配延迟，让弹幕均匀分布
+  const delay = (Math.abs(item.timestamp) % 3000) / 1000 // 0-3秒之间的延迟
+  
+  return {
+    top: `${top}px`,
+    left: '100%', // 从右侧开始
+    animationDelay: `${delay}s`,
+    animationDuration: '15s', // 统一的滚动速度
+    zIndex: 10 - (rowIndex % 10) // 确保不同行的弹幕有正确的层级
+  }
+}
+
+// 获取弹幕类名
+const getDanmakuClass = (item) => {
+  // 根据用户ID生成一致的颜色
+  const colors = [
+    'border-purple-300 bg-purple-50',
+    'border-blue-300 bg-blue-50',
+    'border-green-300 bg-green-50',
+    'border-yellow-300 bg-yellow-50',
+    'border-red-300 bg-red-50',
+    'border-indigo-300 bg-indigo-50',
+    'border-pink-300 bg-pink-50',
+    'border-teal-300 bg-teal-50'
+  ]
+  const index = (item.userId?.charCodeAt(0) || 0) % colors.length
+  return colors[index]
+}
+
+// 获取用户头像类名
+const getUserAvatarClass = (userId) => {
+  // 根据用户ID生成一致的颜色
+  const colors = [
+    'bg-purple-500',
+    'bg-blue-500',
+    'bg-green-500',
+    'bg-yellow-500',
+    'bg-red-500',
+    'bg-indigo-500',
+    'bg-pink-500',
+    'bg-teal-500'
+  ]
+  const index = (userId?.charCodeAt(0) || 0) % colors.length
+  return colors[index]
+}
+
+// 获取用户名首字母
+const getUsernameInitial = (username) => {
+  if (!username) return '?'
+  // 如果是中文，取第一个字符；如果是英文，取首字母大写
+  const firstChar = username.charAt(0)
+  if (/[\u4e00-\u9fa5]/.test(firstChar)) {
+    return firstChar
+  }
+  return firstChar.toUpperCase()
+}
+
+// 格式化相对时间
+const formatRelativeTime = (timeStr) => {
+  if (!timeStr) return '刚刚'
+  
+  const now = new Date()
+  const time = new Date(timeStr)
+  const diff = Math.floor((now - time) / 1000) // 秒数差
+  
+  if (diff < 60) {
+    return '刚刚'
+  } else if (diff < 3600) {
+    return `${Math.floor(diff / 60)}分钟前`
+  } else if (diff < 86400) {
+    return `${Math.floor(diff / 3600)}小时前`
+  } else {
+    return formatTime(timeStr)
+  }
+}
+
+// 启动弹幕轮询
+const startDanmakuPolling = () => {
+  // 立即加载一次
+  loadDanmakuData()
+  
+  // 每5秒轮询一次
+  danmakuPollingTimer.value = setInterval(() => {
+    loadDanmakuData()
+  }, 5000)
+}
+
+// 停止弹幕轮询
+const stopDanmakuPolling = () => {
+  if (danmakuPollingTimer.value) {
+    clearInterval(danmakuPollingTimer.value)
+    danmakuPollingTimer.value = null
+  }
+}
+
 onMounted(() => {
   initDefaultDateRange()
   loadSystemStatistics()
-  // 初始化加载最近10条API调用记录
-  initRecentApiCalls()
+  startDanmakuPolling()
 })
 
 // 组件卸载时清理
@@ -1500,9 +1596,39 @@ onUnmounted(() => {
     }
   })
   chartInstances.value = []
+  
+  // 停止弹幕轮询
+  stopDanmakuPolling()
 })
 </script>
 
 <style scoped>
-/* 自定义样式 */
+/* 弹幕滚动动画 - 从左到右，速度一致 */
+.danmaku-item {
+  animation: danmakuScroll 15s linear infinite;
+  will-change: transform;
+}
+
+@keyframes danmakuScroll {
+  0% {
+    transform: translateX(0);
+    opacity: 0;
+  }
+  2% {
+    opacity: 1;
+  }
+  98% {
+    opacity: 1;
+  }
+  100% {
+    transform: translateX(calc(-100vw - 100%));
+    opacity: 0;
+  }
+}
+
+/* 弹幕容器 */
+.danmaku-container {
+  position: relative;
+  overflow: hidden;
+}
 </style>