diff --git a/docs/en-US/component/rate.md b/docs/en-US/component/rate.md
index 9bedab804c..a051515a9c 100644
--- a/docs/en-US/component/rate.md
+++ b/docs/en-US/component/rate.md
@@ -41,6 +41,14 @@ rate/text
 
 :::
 
+## Clearable
+
+:::demo You can reset the value to `0` when you click at the same value again.
+
+rate/clearable
+
+:::
+
 ## More icons
 
 You can use different icons to distinguish different rate components.
@@ -97,6 +105,7 @@ Use `css/scss` language to change the global or local color. We set some global
 | text-color            | color of texts                                                                                                                                                                                                                 | string           | —                       | #1F2D3D                                                            |
 | texts                 | text array                                                                                                                                                                                                                     | array            | —                       | ['Extremely bad', 'Disappointed', 'Fair', 'Satisfied', 'Surprise'] |
 | score-template        | score template                                                                                                                                                                                                                 | string           | —                       | {value}                                                            |
+| clearable              | whether value can be reset to `0`                                                                                                                                                                                                   | boolean          | —                       | false                                                              |
 
 ## Events
 
diff --git a/docs/examples/rate/clearable.vue b/docs/examples/rate/clearable.vue
new file mode 100644
index 0000000000..08129bf3a1
--- /dev/null
+++ b/docs/examples/rate/clearable.vue
@@ -0,0 +1,9 @@
+<template>
+  <el-rate v-model="value" clearable />
+</template>
+
+<script lang="ts" setup>
+import { ref } from 'vue'
+
+const value = ref(3)
+</script>
diff --git a/packages/components/rate/__tests__/rate.test.tsx b/packages/components/rate/__tests__/rate.test.tsx
index b9aeb0ce45..8d04ac75a6 100644
--- a/packages/components/rate/__tests__/rate.test.tsx
+++ b/packages/components/rate/__tests__/rate.test.tsx
@@ -113,6 +113,29 @@ describe('Rate.vue', () => {
     expect(changeCount.value).toEqual(1)
   })
 
+  it('clearable', () => {
+    const value = ref(4)
+    const changeCount = ref(0)
+    const handleChange = () => {
+      changeCount.value++
+    }
+    const wrapper = mount(() => (
+      <Rate v-model={value.value} clearable onChange={handleChange} />
+    ))
+
+    const fourthStar = wrapper.findAll('.el-rate__item')[3]
+      .element as HTMLElement
+    fourthStar.click()
+
+    expect(value.value).toEqual(0)
+    expect(changeCount.value).toEqual(1)
+    const fifthStar = wrapper.findAll('.el-rate__item')[4]
+      .element as HTMLElement
+    fifthStar.click()
+    expect(value.value).toEqual(5)
+    expect(changeCount.value).toEqual(2)
+  })
+
   describe('form item accessibility integration', () => {
     it('automatic id attachment', async () => {
       const wrapper = mount(() => (
diff --git a/packages/components/rate/src/rate.ts b/packages/components/rate/src/rate.ts
index b2d9da8e5d..e010ce08e2 100644
--- a/packages/components/rate/src/rate.ts
+++ b/packages/components/rate/src/rate.ts
@@ -98,6 +98,10 @@ export const rateProps = buildProps({
     type: String,
     default: undefined,
   },
+  clearable: {
+    type: Boolean,
+    default: false,
+  },
 } as const)
 
 export type RateProps = ExtractPropTypes<typeof rateProps>
diff --git a/packages/components/rate/src/rate.vue b/packages/components/rate/src/rate.vue
index 52dc14a12c..2bea9b2d69 100644
--- a/packages/components/rate/src/rate.vue
+++ b/packages/components/rate/src/rate.vue
@@ -195,20 +195,26 @@ function showDecimalIcon(item: number) {
   return showWhenDisabled || showWhenAllowHalf
 }
 
+function emitValue(value: number) {
+  // if allow clear, and selected value is same as modelValue, reset value to 0
+  if (props.clearable && value === props.modelValue) {
+    value = 0
+  }
+
+  emit(UPDATE_MODEL_EVENT, value)
+  if (props.modelValue !== value) {
+    emit('change', value)
+  }
+}
+
 function selectValue(value: number) {
   if (rateDisabled.value) {
     return
   }
   if (props.allowHalf && pointerAtLeftHalf.value) {
-    emit(UPDATE_MODEL_EVENT, currentValue.value)
-    if (props.modelValue !== currentValue.value) {
-      emit('change', currentValue.value)
-    }
+    emitValue(currentValue.value)
   } else {
-    emit(UPDATE_MODEL_EVENT, value)
-    if (props.modelValue !== value) {
-      emit('change', value)
-    }
+    emitValue(value)
   }
 }