diff --git a/frontend/src/api/admin/ops.ts b/frontend/src/api/admin/ops.ts
index 3a5484df..ce0ab58d 100644
--- a/frontend/src/api/admin/ops.ts
+++ b/frontend/src/api/admin/ops.ts
@@ -734,6 +734,9 @@ export interface OpsAlertRuntimeSettings {
 export interface OpsAdvancedSettings {
   data_retention: OpsDataRetentionSettings
   aggregation: OpsAggregationSettings
+  ignore_count_tokens_errors: boolean
+  auto_refresh_enabled: boolean
+  auto_refresh_interval_seconds: number
 }
 
 export interface OpsDataRetentionSettings {
diff --git a/frontend/src/views/admin/ops/OpsDashboard.vue b/frontend/src/views/admin/ops/OpsDashboard.vue
index f6712352..b543c3fa 100644
--- a/frontend/src/views/admin/ops/OpsDashboard.vue
+++ b/frontend/src/views/admin/ops/OpsDashboard.vue
@@ -20,6 +20,8 @@
         :loading="loading"
         :last-updated="lastUpdated"
         :thresholds="metricThresholds"
+        :auto-refresh-enabled="autoRefreshEnabled"
+        :auto-refresh-countdown="autoRefreshCountdown"
         @update:time-range="onTimeRangeChange"
         @update:platform="onPlatformChange"
         @update:group="onGroupChange"
@@ -104,7 +106,7 @@
 
 <script setup lang="ts">
 import { computed, onMounted, onUnmounted, ref, watch } from 'vue'
-import { useDebounceFn } from '@vueuse/core'
+import { useDebounceFn, useIntervalFn } from '@vueuse/core'
 import { useI18n } from 'vue-i18n'
 import { useRoute, useRouter } from 'vue-router'
 import AppLayout from '@/components/layout/AppLayout.vue'
@@ -287,6 +289,45 @@ const requestDetailsPreset = ref<OpsRequestDetailsPreset>({
 const showSettingsDialog = ref(false)
 const showAlertRulesCard = ref(false)
 
+// Auto refresh settings
+const autoRefreshEnabled = ref(false)
+const autoRefreshIntervalMs = ref(30000) // default 30 seconds
+const autoRefreshCountdown = ref(0)
+
+// Auto refresh timer
+const { pause: pauseAutoRefresh, resume: resumeAutoRefresh, isActive: isAutoRefreshActive } = useIntervalFn(
+  () => {
+    if (autoRefreshEnabled.value && opsEnabled.value && !loading.value) {
+      fetchData()
+    }
+  },
+  autoRefreshIntervalMs,
+  { immediate: false }
+)
+
+// Countdown timer (updates every second)
+const { pause: pauseCountdown, resume: resumeCountdown } = useIntervalFn(
+  () => {
+    if (autoRefreshEnabled.value && autoRefreshCountdown.value > 0) {
+      autoRefreshCountdown.value--
+    }
+  },
+  1000,
+  { immediate: false }
+)
+
+// Load auto refresh settings from backend
+async function loadAutoRefreshSettings() {
+  try {
+    const settings = await opsAPI.getAdvancedSettings()
+    autoRefreshEnabled.value = settings.auto_refresh_enabled
+    autoRefreshIntervalMs.value = settings.auto_refresh_interval_seconds * 1000
+    autoRefreshCountdown.value = settings.auto_refresh_interval_seconds
+  } catch (err) {
+    console.error('[OpsDashboard] Failed to load auto refresh settings', err)
+  }
+}
+
 function handleThroughputSelectPlatform(nextPlatform: string) {
   platform.value = nextPlatform || ''
   groupId.value = null
@@ -510,6 +551,10 @@ async function fetchData() {
     ])
     if (fetchSeq !== dashboardFetchSeq) return
     lastUpdated.value = new Date()
+    // Reset auto refresh countdown after successful fetch
+    if (autoRefreshEnabled.value) {
+      autoRefreshCountdown.value = Math.floor(autoRefreshIntervalMs.value / 1000)
+    }
   } catch (err) {
     if (!isOpsDisabledError(err)) {
       console.error('[ops] failed to fetch dashboard data', err)
@@ -567,9 +612,18 @@ onMounted(async () => {
   // Load thresholds configuration
   loadThresholds()
 
+  // Load auto refresh settings
+  await loadAutoRefreshSettings()
+
   if (opsEnabled.value) {
     await fetchData()
   }
+
+  // Start auto refresh if enabled
+  if (autoRefreshEnabled.value) {
+    resumeAutoRefresh()
+    resumeCountdown()
+  }
 })
 
 async function loadThresholds() {
@@ -584,5 +638,27 @@ async function loadThresholds() {
 
 onUnmounted(() => {
   abortDashboardFetch()
+  pauseAutoRefresh()
+  pauseCountdown()
+})
+
+// Watch auto refresh settings changes
+watch(autoRefreshEnabled, (enabled) => {
+  if (enabled) {
+    autoRefreshCountdown.value = Math.floor(autoRefreshIntervalMs.value / 1000)
+    resumeAutoRefresh()
+    resumeCountdown()
+  } else {
+    pauseAutoRefresh()
+    pauseCountdown()
+    autoRefreshCountdown.value = 0
+  }
+})
+
+// Reload auto refresh settings after settings dialog is closed
+watch(showSettingsDialog, async (show) => {
+  if (!show) {
+    await loadAutoRefreshSettings()
+  }
 })
 </script>
diff --git a/frontend/src/views/admin/ops/components/OpsDashboardHeader.vue b/frontend/src/views/admin/ops/components/OpsDashboardHeader.vue
index e2002b34..1ac8627f 100644
--- a/frontend/src/views/admin/ops/components/OpsDashboardHeader.vue
+++ b/frontend/src/views/admin/ops/components/OpsDashboardHeader.vue
@@ -23,6 +23,8 @@ interface Props {
   loading: boolean
   lastUpdated: Date | null
   thresholds?: OpsMetricThresholds | null // 阈值配置
+  autoRefreshEnabled?: boolean
+  autoRefreshCountdown?: number
 }
 
 interface Emits {
@@ -839,6 +841,17 @@ function handleToolbarRefresh() {
           <span>·</span>
           <span>{{ t('common.refresh') }}: {{ updatedAtLabel }}</span>
 
+          <template v-if="props.autoRefreshEnabled && props.autoRefreshCountdown !== undefined">
+            <span>·</span>
+            <span class="flex items-center gap-1">
+              <svg class="h-3 w-3 animate-spin text-blue-500" fill="none" viewBox="0 0 24 24">
+                <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4"></circle>
+                <path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
+              </svg>
+              <span>自动刷新: {{ props.autoRefreshCountdown }}s</span>
+            </span>
+          </template>
+
           <template v-if="systemMetrics">
             <span>·</span>
             <span>
diff --git a/frontend/src/views/admin/ops/components/OpsSettingsDialog.vue b/frontend/src/views/admin/ops/components/OpsSettingsDialog.vue
index 0c9c4f81..1f64f253 100644
--- a/frontend/src/views/admin/ops/components/OpsSettingsDialog.vue
+++ b/frontend/src/views/admin/ops/components/OpsSettingsDialog.vue
@@ -487,6 +487,48 @@ async function saveAllSettings() {
               <Toggle v-model="advancedSettings.aggregation.aggregation_enabled" />
             </div>
           </div>
+
+          <!-- 错误过滤 -->
+          <div class="space-y-3">
+            <h5 class="text-xs font-semibold text-gray-700 dark:text-gray-300">错误过滤</h5>
+
+            <div class="flex items-center justify-between">
+              <div>
+                <label class="text-sm font-medium text-gray-700 dark:text-gray-300">忽略 count_tokens 错误</label>
+                <p class="mt-1 text-xs text-gray-500">
+                  启用后，count_tokens 请求的错误将不计入运维监控的统计和告警中（但仍会存储在数据库中）
+                </p>
+              </div>
+              <Toggle v-model="advancedSettings.ignore_count_tokens_errors" />
+            </div>
+          </div>
+
+          <!-- 自动刷新 -->
+          <div class="space-y-3">
+            <h5 class="text-xs font-semibold text-gray-700 dark:text-gray-300">自动刷新</h5>
+
+            <div class="flex items-center justify-between">
+              <div>
+                <label class="text-sm font-medium text-gray-700 dark:text-gray-300">启用自动刷新</label>
+                <p class="mt-1 text-xs text-gray-500">
+                  自动刷新仪表板数据，启用后会定期拉取最新数据
+                </p>
+              </div>
+              <Toggle v-model="advancedSettings.auto_refresh_enabled" />
+            </div>
+
+            <div v-if="advancedSettings.auto_refresh_enabled">
+              <label class="input-label">刷新间隔</label>
+              <Select
+                v-model="advancedSettings.auto_refresh_interval_seconds"
+                :options="[
+                  { value: 15, label: '15 秒' },
+                  { value: 30, label: '30 秒' },
+                  { value: 60, label: '60 秒' }
+                ]"
+              />
+            </div>
+          </div>
         </div>
       </details>
     </div>