diff --git a/cwd-admin/src/components/CountTo.vue b/cwd-admin/src/components/CountTo.vue
new file mode 100644
index 0000000..32ab02d
--- /dev/null
+++ b/cwd-admin/src/components/CountTo.vue
@@ -0,0 +1,68 @@
+<template>
+  <span>{{ displayValue }}</span>
+</template>
+
+<script setup lang="ts">
+import { ref, watch, onMounted, onBeforeUnmount } from 'vue';
+
+const props = defineProps({
+  startVal: {
+    type: Number,
+    default: 0
+  },
+  endVal: {
+    type: Number,
+    required: true
+  },
+  duration: {
+    type: Number,
+    default: 1000
+  }
+});
+
+const displayValue = ref(props.startVal);
+const localStartVal = ref(props.startVal);
+const startTime = ref<number | null>(null);
+const rAF = ref<number | null>(null);
+
+const easeOutExpo = (t: number, b: number, c: number, d: number) => {
+  return t === d ? b + c : c * (-Math.pow(2, -10 * t / d) + 1) + b;
+};
+
+const count = (timestamp: number) => {
+  if (!startTime.value) startTime.value = timestamp;
+  const progress = timestamp - startTime.value;
+  
+  if (props.duration > 0 && progress < props.duration) {
+    const val = easeOutExpo(progress, localStartVal.value, props.endVal - localStartVal.value, props.duration);
+    displayValue.value = Math.floor(val);
+    rAF.value = requestAnimationFrame(count);
+  } else {
+    displayValue.value = props.endVal;
+    rAF.value = null;
+  }
+};
+
+const startAnimation = () => {
+  startTime.value = null;
+  localStartVal.value = displayValue.value;
+  if (rAF.value) cancelAnimationFrame(rAF.value);
+  rAF.value = requestAnimationFrame(count);
+};
+
+watch(() => props.endVal, () => {
+  startAnimation();
+});
+
+onMounted(() => {
+  if (props.endVal !== props.startVal) {
+      startAnimation();
+  }
+});
+
+onBeforeUnmount(() => {
+  if (rAF.value) {
+    cancelAnimationFrame(rAF.value);
+  }
+});
+</script>
diff --git a/cwd-admin/src/styles/components/analyticsvisit.less b/cwd-admin/src/styles/components/analyticsvisit.less
index 02a1898..393297f 100644
--- a/cwd-admin/src/styles/components/analyticsvisit.less
+++ b/cwd-admin/src/styles/components/analyticsvisit.less
@@ -46,6 +46,10 @@
   color: var(--text-primary);
   display: flex;
   align-items: baseline;
+  /* 使用等宽数字，防止数字滚动时宽度抖动 */
+  font-variant-numeric: tabular-nums;
+  /* 确保数字字体回退到系统等宽字体，增强兼容性 */
+  font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, "Noto Sans", sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Noto Color Emoji";
 }
 
 .trend {
diff --git a/cwd-admin/src/views/AnalyticsVisitView/index.vue b/cwd-admin/src/views/AnalyticsVisitView/index.vue
index 9fef02f..fe2b9db 100644
--- a/cwd-admin/src/views/AnalyticsVisitView/index.vue
+++ b/cwd-admin/src/views/AnalyticsVisitView/index.vue
@@ -21,12 +21,12 @@
         <div class="stats-grid">
           <div class="stats-item">
             <div class="stats-label">全站总访问量</div>
-            <div class="stats-value">{{ overview.totalPv }}</div>
+            <div class="stats-value"><CountTo :end-val="overview.totalPv" /></div>
           </div>
           <div class="stats-item">
             <div class="stats-label">今日访问量</div>
             <div class="stats-value">
-              {{ overview.todayPv }}
+              <CountTo :end-val="overview.todayPv" />
               <span
                 v-if="overview.yesterdayPv !== undefined"
                 class="trend"
@@ -41,7 +41,7 @@
           <div class="stats-item">
             <div class="stats-label">本周访问量</div>
             <div class="stats-value">
-              {{ overview.weekPv }}
+              <CountTo :end-val="overview.weekPv" />
               <span
                 v-if="overview.lastWeekPv !== undefined"
                 class="trend"
@@ -56,7 +56,7 @@
           <div class="stats-item">
             <div class="stats-label">本月访问量</div>
             <div class="stats-value">
-              {{ overview.monthPv }}
+              <CountTo :end-val="overview.monthPv" />
               <span
                 v-if="overview.lastMonthPv !== undefined"
                 class="trend"
@@ -70,7 +70,7 @@
           </div>
           <div class="stats-item">
             <div class="stats-label">有访问记录的页面数</div>
-            <div class="stats-value">{{ overview.totalPages }}</div>
+            <div class="stats-value"><CountTo :end-val="overview.totalPages" /></div>
           </div>
         </div>
       </div>
@@ -215,6 +215,7 @@
 import { onMounted, onBeforeUnmount, ref, nextTick, watch, inject, computed } from "vue";
 import type { Ref } from "vue";
 import * as echarts from "echarts";
+import CountTo from "../../components/CountTo.vue";
 import {
   fetchVisitOverview,
   fetchVisitPages,