diff --git a/components/statistic/Countdown.tsx b/components/statistic/Countdown.tsx
index ce4be77ae..55b386d29 100644
--- a/components/statistic/Countdown.tsx
+++ b/components/statistic/Countdown.tsx
@@ -1,9 +1,9 @@
-import { defineComponent } from 'vue';
+import { defineComponent, onBeforeUnmount, onMounted, onUpdated, ref } from 'vue';
 import moment from 'moment';
 import interopDefault from '../_util/interopDefault';
 import initDefaultProps from '../_util/props-util/initDefaultProps';
 import Statistic, { StatisticProps } from './Statistic';
-import { formatCountdown, countdownValueType, FormatConfig } from './utils';
+import { formatCountdown as formatCD, countdownValueType, FormatConfig } from './utils';
 
 const REFRESH_INTERVAL = 1000 / 30;
 
@@ -16,73 +16,76 @@ export default defineComponent({
   props: initDefaultProps(StatisticProps, {
     format: 'HH:mm:ss',
   }),
-  setup() {
-    return {
-      countdownId: undefined,
-    } as { countdownId: number };
-  },
-  mounted() {
-    this.syncTimer();
-  },
-
-  updated() {
-    this.syncTimer();
-  },
-
-  beforeUnmount() {
-    this.stopTimer();
-  },
-
-  methods: {
-    syncTimer() {
-      const { value } = this.$props;
+  emits: ['finish', 'change'],
+  setup(props, { emit }) {
+    const countdownId = ref<number>();
+    const statistic = ref();
+    const syncTimer = () => {
+      const { value } = props;
       const timestamp = getTime(value);
       if (timestamp >= Date.now()) {
-        this.startTimer();
+        startTimer();
       } else {
-        this.stopTimer();
+        stopTimer();
       }
-    },
+    };
 
-    startTimer() {
-      if (this.countdownId) return;
-      this.countdownId = window.setInterval(() => {
-        (this.$refs.statistic as any).$forceUpdate();
-        this.syncTimer();
+    const startTimer = () => {
+      if (countdownId.value) return;
+      const timestamp = getTime(props.value);
+      countdownId.value = window.setInterval(() => {
+        statistic.value.$forceUpdate();
+        if (timestamp > Date.now()) {
+          emit('change', timestamp - Date.now());
+        }
       }, REFRESH_INTERVAL);
-    },
+    };
 
-    stopTimer() {
-      const { value } = this.$props;
-      if (this.countdownId) {
-        clearInterval(this.countdownId);
-        this.countdownId = undefined;
+    const stopTimer = () => {
+      const { value } = props;
+      if (countdownId) {
+        clearInterval(countdownId.value);
+        countdownId.value = undefined;
 
         const timestamp = getTime(value);
         if (timestamp < Date.now()) {
-          this.$emit('finish');
+          emit('finish');
         }
       }
-    },
+    };
 
-    formatCountdown({ value, config }: { value: countdownValueType; config: FormatConfig }) {
-      const { format } = this.$props;
-      return formatCountdown(value, { ...config, format });
-    },
+    const formatCountdown = ({
+      value,
+      config,
+    }: {
+      value: countdownValueType;
+      config: FormatConfig;
+    }) => {
+      const { format } = props;
+      return formatCD(value, { ...config, format });
+    };
 
-    valueRenderHtml: node => node,
-  },
-
-  render() {
-    return (
-      <Statistic
-        ref="statistic"
-        {...{
-          ...this.$props,
-          valueRender: this.valueRenderHtml,
-          formatter: this.formatCountdown,
-        }}
-      />
-    );
+    const valueRenderHtml = (node: any) => node;
+    onMounted(() => {
+      syncTimer();
+    });
+    onUpdated(() => {
+      syncTimer();
+    });
+    onBeforeUnmount(() => {
+      stopTimer();
+    });
+    return () => {
+      return (
+        <Statistic
+          ref={statistic}
+          {...{
+            ...props,
+            valueRender: valueRenderHtml,
+            formatter: formatCountdown,
+          }}
+        />
+      );
+    };
   },
 });
diff --git a/components/statistic/Statistic.tsx b/components/statistic/Statistic.tsx
index d82faba80..b323579b5 100644
--- a/components/statistic/Statistic.tsx
+++ b/components/statistic/Statistic.tsx
@@ -1,10 +1,10 @@
-import { defineComponent, inject, PropType } from 'vue';
+import { defineComponent, PropType } from 'vue';
 import PropTypes from '../_util/vue-types';
-import { getComponent } from '../_util/props-util';
 import initDefaultProps from '../_util/props-util/initDefaultProps';
-import { defaultConfigProvider } from '../config-provider';
 import StatisticNumber from './Number';
 import { countdownValueType } from './utils';
+import Skeleton from '../skeleton/Skeleton';
+import useConfigInject from '../_util/hooks/useConfigInject';
 
 export const StatisticProps = {
   prefixCls: PropTypes.string,
@@ -22,6 +22,7 @@ export const StatisticProps = {
   suffix: PropTypes.VNodeChild,
   title: PropTypes.VNodeChild,
   onFinish: PropTypes.func,
+  loading: PropTypes.looseBool,
 };
 
 export default defineComponent({
@@ -29,45 +30,41 @@ export default defineComponent({
   props: initDefaultProps(StatisticProps, {
     decimalSeparator: '.',
     groupSeparator: ',',
+    loading: false,
   }),
-
-  setup() {
-    return {
-      configProvider: inject('configProvider', defaultConfigProvider),
-    };
-  },
-
-  render() {
-    const { prefixCls: customizePrefixCls, value = 0, valueStyle, valueRender } = this.$props;
-    const { getPrefixCls } = this.configProvider;
-    const prefixCls = getPrefixCls('statistic', customizePrefixCls);
-
-    const title = getComponent(this, 'title');
-    const prefix = getComponent(this, 'prefix');
-    const suffix = getComponent(this, 'suffix');
-    const formatter = getComponent(this, 'formatter', {}, false);
-    const props = {
-      ...this.$props,
-      prefixCls,
-      value,
-      formatter,
-    };
-    // data-for-update just for update component
-    // https://github.com/vueComponent/ant-design-vue/pull/3170
-    let valueNode = <StatisticNumber data-for-update={Date.now()} {...props} />;
-    if (valueRender) {
-      valueNode = valueRender(valueNode);
-    }
-
-    return (
-      <div class={prefixCls}>
-        {title && <div class={`${prefixCls}-title`}>{title}</div>}
-        <div style={valueStyle} class={`${prefixCls}-content`}>
-          {prefix && <span class={`${prefixCls}-content-prefix`}>{prefix}</span>}
-          {valueNode}
-          {suffix && <span class={`${prefixCls}-content-suffix`}>{suffix}</span>}
+  slots: ['title', 'prefix', 'suffix', 'formatter'],
+  setup(props, { slots }) {
+    const { prefixCls, direction } = useConfigInject('statistic', props);
+    return () => {
+      const { value = 0, valueStyle, valueRender } = props;
+      const pre = prefixCls.value;
+      const title = props.title ?? slots.title?.();
+      const prefix = props.prefix ?? slots.prefix?.();
+      const suffix = props.suffix ?? slots.suffix?.();
+      const formatter = props.formatter ?? slots.formatter;
+      // data-for-update just for update component
+      // https://github.com/vueComponent/ant-design-vue/pull/3170
+      let valueNode = (
+        <StatisticNumber
+          data-for-update={Date.now()}
+          {...{ ...props, prefixCls: pre, value, formatter }}
+        />
+      );
+      if (valueRender) {
+        valueNode = valueRender(valueNode);
+      }
+      return (
+        <div class={[pre, { [`${pre}-rtl`]: direction.value === 'rtl' }]}>
+          {title && <div class={`${pre}-title`}>{title}</div>}
+          <Skeleton paragraph={false} loading={props.loading}>
+            <div style={valueStyle} class={`${pre}-content`}>
+              {prefix && <span class={`${pre}-content-prefix`}>{prefix}</span>}
+              {valueNode}
+              {suffix && <span class={`${pre}-content-suffix`}>{suffix}</span>}
+            </div>
+          </Skeleton>
         </div>
-      </div>
-    );
+      );
+    };
   },
 });
diff --git a/components/statistic/style/index.less b/components/statistic/style/index.less
index f236fdb3f..17d023ffa 100644
--- a/components/statistic/style/index.less
+++ b/components/statistic/style/index.less
@@ -7,7 +7,7 @@
   .reset-component();
 
   &-title {
-    margin-bottom: 4px;
+    margin-bottom: @margin-xss;
     color: @text-color-secondary;
     font-size: @statistic-title-font-size;
   }
@@ -18,9 +18,8 @@
     font-family: @statistic-font-family;
 
     &-value {
-      &-decimal {
-        font-size: @statistic-unit-font-size;
-      }
+      display: inline-block;
+      direction: ltr;
     }
 
     &-prefix,
@@ -34,7 +33,8 @@
 
     &-suffix {
       margin-left: 4px;
-      font-size: @statistic-unit-font-size;
     }
   }
 }
+
+@import './rtl';
diff --git a/components/statistic/style/rtl.less b/components/statistic/style/rtl.less
new file mode 100644
index 000000000..93e264a35
--- /dev/null
+++ b/components/statistic/style/rtl.less
@@ -0,0 +1,21 @@
+.@{statistic-prefix-cls} {
+  &-rtl {
+    direction: rtl;
+  }
+
+  &-content {
+    &-prefix {
+      .@{statistic-prefix-cls}-rtl & {
+        margin-right: 0;
+        margin-left: 4px;
+      }
+    }
+
+    &-suffix {
+      .@{statistic-prefix-cls}-rtl & {
+        margin-right: 4px;
+        margin-left: 0;
+      }
+    }
+  }
+}
diff --git a/components/statistic/utils.ts b/components/statistic/utils.ts
index e0f69618e..f335e1f72 100644
--- a/components/statistic/utils.ts
+++ b/components/statistic/utils.ts
@@ -1,9 +1,6 @@
 import { VNodeTypes } from 'vue';
-import moment from 'moment';
 import padStart from 'lodash-es/padStart';
 
-import interopDefault from '../_util/interopDefault';
-
 export type valueType = number | string;
 export type countdownValueType = valueType | string;
 
@@ -39,15 +36,15 @@ const timeUnits: [string, number][] = [
 export function formatTimeStr(duration: number, format: string) {
   let leftDuration: number = duration;
 
-  const escapeRegex = /\[[^\]]*\]/g;
-  const keepList = (format.match(escapeRegex) || []).map(str => str.slice(1, -1));
+  const escapeRegex = /\[[^\]]*]/g;
+  const keepList: string[] = (format.match(escapeRegex) || []).map(str => str.slice(1, -1));
   const templateText = format.replace(escapeRegex, '[]');
 
   const replacedText = timeUnits.reduce((current, [name, unit]) => {
     if (current.indexOf(name) !== -1) {
       const value = Math.floor(leftDuration / unit);
       leftDuration -= value * unit;
-      return current.replace(new RegExp(`${name}+`, 'g'), match => {
+      return current.replace(new RegExp(`${name}+`, 'g'), (match: string) => {
         const len = match.length;
         return padStart(value.toString(), len, '0');
       });
@@ -65,8 +62,9 @@ export function formatTimeStr(duration: number, format: string) {
 
 export function formatCountdown(value: countdownValueType, config: CountdownFormatConfig) {
   const { format = '' } = config;
-  const target = interopDefault(moment)(value).valueOf();
-  const current = interopDefault(moment)().valueOf();
+  const target = new Date(value).getTime();
+  const current = Date.now();
   const diff = Math.max(target - current, 0);
+
   return formatTimeStr(diff, format);
 }