diff --git a/packages/components/color-picker/__tests__/color-picker.test.tsx b/packages/components/color-picker/__tests__/color-picker.test.tsx
index e6f5cbcd15..cd6bb6aca3 100644
--- a/packages/components/color-picker/__tests__/color-picker.test.tsx
+++ b/packages/components/color-picker/__tests__/color-picker.test.tsx
@@ -35,7 +35,7 @@ describe('Color-picker', () => {
     wrapper.unmount()
   })
   it('should show alpha slider when show-alpha=true', async () => {
-    const color = ref('#20A0FF')
+    const color = ref('#20a0ff')
     const wrapper = mount(() => (
       <ColorPicker v-model={color.value} show-alpha={true} />
     ))
@@ -46,7 +46,7 @@ describe('Color-picker', () => {
     wrapper.unmount()
   })
   it('should show correct rgb value', async () => {
-    const color = ref('#20A0FF')
+    const color = ref('#20a0ff')
     const wrapper = mount(() => <ColorPicker v-model={color.value} />)
 
     await wrapper.find('.el-color-picker__trigger').trigger('click')
@@ -54,11 +54,11 @@ describe('Color-picker', () => {
     const input = document.querySelector<HTMLInputElement>(
       '.el-color-dropdown__value input'
     )
-    expect(input!.value.trim().toUpperCase()).toEqual('#20A0FF')
+    expect(input!.value.trim()).toEqual('#20a0ff')
     wrapper.unmount()
   })
   it('should show correct hex value contains alpha', async () => {
-    const color = ref('#20A0FFEE')
+    const color = ref('#20a0ffee')
     const wrapper = mount(() => (
       <ColorPicker v-model={color.value} color-format="hex" show-alpha />
     ))
@@ -68,7 +68,7 @@ describe('Color-picker', () => {
     const input = document.querySelector<HTMLInputElement>(
       '.el-color-dropdown__value input'
     )
-    expect(input!.value.trim().toUpperCase()).toEqual('#20A0FFEE')
+    expect(input!.value.trim()).toEqual('#20a0ffee')
     wrapper.unmount()
   })
   it('control alpha changes through keyboard', async () => {
@@ -106,7 +106,7 @@ describe('Color-picker', () => {
     await wrapper.find('.el-color-picker__trigger').trigger('click')
     document.querySelector<HTMLElement>('.el-color-dropdown__btn')?.click()
     await nextTick()
-    expect(color.value).toEqual('#FF0000')
+    expect(color.value).toEqual('') // should be empty #13239
     wrapper.unmount()
   })
   it('should pick a color contains alpha when confirm button click', async () => {
@@ -118,11 +118,11 @@ describe('Color-picker', () => {
     await wrapper.find('.el-color-picker__trigger').trigger('click')
     document.querySelector<HTMLElement>('.el-color-dropdown__btn')?.click()
     await nextTick()
-    expect(color.value).toEqual('#FF0000FF')
+    expect(color.value).toEqual('') // should be empty #13239
     wrapper.unmount()
   })
   it('should init the right color when open', async () => {
-    const color = ref('#0F0')
+    const color = ref('#0f0')
     const wrapper = mount(() => <ColorPicker v-model={color.value} />)
 
     const colorPickerWrapper = wrapper.findComponent(ColorPicker)
@@ -148,7 +148,7 @@ describe('Color-picker', () => {
     wrapper.unmount()
   })
   it('should show color picker when click trigger', async () => {
-    const color = ref('#0F0')
+    const color = ref('#0f0')
     const wrapper = mount(() => <ColorPicker v-model={color.value} />)
 
     await wrapper.find('.el-color-picker__trigger').trigger('click')
@@ -157,7 +157,7 @@ describe('Color-picker', () => {
     wrapper.unmount()
   })
   it('should clear a color when clear button click', async () => {
-    const color = ref('#0F0')
+    const color = ref('#0f0')
     const wrapper = mount(() => <ColorPicker v-model={color.value} />)
 
     await wrapper.find('.el-color-picker__trigger').trigger('click')
@@ -169,7 +169,7 @@ describe('Color-picker', () => {
     wrapper.unmount()
   })
   it('should change hue when clicking the hue bar', async () => {
-    const color = ref('#F00')
+    const color = ref('#f00')
     const wrapper = mount(() => <ColorPicker v-model={color.value} />)
 
     await wrapper.find('.el-color-picker__trigger').trigger('click')
@@ -204,7 +204,7 @@ describe('Color-picker', () => {
     wrapper.unmount()
   })
   it('should change hue when saturation is zero', async () => {
-    const color = ref('20A0FF')
+    const color = ref('20a0ff')
     const wrapper = mount(() => <ColorPicker v-model={color.value} />)
 
     await wrapper.find('.el-color-picker__trigger').trigger('click')
@@ -244,7 +244,7 @@ describe('Color-picker', () => {
     wrapper.unmount()
   })
   it('should change alpha when clicking the alpha bar', async () => {
-    const color = ref('#F00')
+    const color = ref('#f00')
     const wrapper = mount(() => (
       <ColorPicker v-model={color.value} show-alpha />
     ))
@@ -423,7 +423,7 @@ describe('Color-picker', () => {
   })
   it('should not execute activeChange event', async () => {
     const onActiveChange = vi.fn()
-    const color = ref('#20A0FF')
+    const color = ref('#20a0ff')
     const wrapper = mount(() => (
       <ColorPicker modelValue={color.value} onActiveChange={onActiveChange} />
     ))
@@ -434,7 +434,7 @@ describe('Color-picker', () => {
   })
 
   it('should update the colorFormat and selected color when the colorFormat prop changes', async () => {
-    const color = ref('#00FF00')
+    const color = ref('#00ff00')
     const colorFormat = ref('hex')
     const wrapper = mount(() => (
       <ColorPicker v-model={color.value} color-format={colorFormat.value} />
@@ -454,7 +454,7 @@ describe('Color-picker', () => {
     wrapper.unmount()
   })
   it('should update the selected color when the showAlpha prop changes', async () => {
-    const color = ref('#00FF00AA')
+    const color = ref('#00ff00aa')
     const showAlpha = ref(true)
     const wrapper = mount(() => (
       <ColorPicker
@@ -471,10 +471,10 @@ describe('Color-picker', () => {
       ref: 'inputRef',
     })
     expect(colorPickerWrapper.vm.color.enableAlpha).toBe(false)
-    expect(color.value).toBe('#00FF00')
+    expect(color.value).toBe('#00ff00')
     expect(
       customInput.find<HTMLInputElement>('.el-input__inner').element.value
-    ).toBe('#00FF00')
+    ).toBe('#00ff00')
     wrapper.unmount()
   })
 
diff --git a/packages/components/color-picker/src/color-picker.vue b/packages/components/color-picker/src/color-picker.vue
index 9b85548acb..3e595384ff 100644
--- a/packages/components/color-picker/src/color-picker.vue
+++ b/packages/components/color-picker/src/color-picker.vue
@@ -39,8 +39,7 @@
               v-model="customInput"
               :validate-event="false"
               size="small"
-              @keyup.enter="handleConfirm"
-              @blur="handleConfirm"
+              @change="handleConfirm"
             />
           </span>
           <el-button
@@ -236,14 +235,8 @@ const btnKls = computed(() => {
 })
 
 function displayedRgb(color: Color, showAlpha: boolean) {
-  if (!(color instanceof Color)) {
-    throw new TypeError('color should be instance of _color Class')
-  }
-
-  const { r, g, b } = color.toRgb()
-  return showAlpha
-    ? `rgba(${r}, ${g}, ${b}, ${color.get('alpha') / 100})`
-    : `rgb(${r}, ${g}, ${b})`
+  const { r, g, b, a } = color.toRgb()
+  return showAlpha ? `rgba(${r}, ${g}, ${b}, ${a})` : `rgb(${r}, ${g}, ${b})`
 }
 
 function setShowPicker(value: boolean) {
diff --git a/packages/components/color-picker/src/components/predefine.vue b/packages/components/color-picker/src/components/predefine.vue
index 9d440a573d..105c8ae7f4 100644
--- a/packages/components/color-picker/src/components/predefine.vue
+++ b/packages/components/color-picker/src/components/predefine.vue
@@ -6,7 +6,7 @@
         :key="colors[index]"
         :class="[
           ns.e('color-selector'),
-          ns.is('alpha', item._alpha < 100),
+          ns.is('alpha', item.get('alpha') < 100),
           { selected: item.selected },
         ]"
         @click="handleSelect(index)"
@@ -51,8 +51,9 @@ export default defineComponent({
     watch(
       () => currentColor.value,
       (val) => {
-        const color = new Color()
-        color.fromString(val)
+        const color = new Color({
+          value: val,
+        })
 
         rgbaColors.value.forEach((item) => {
           item.selected = color.compare(item)
@@ -70,11 +71,10 @@ export default defineComponent({
 
     function parseColors(colors: string[], color: Color) {
       return colors.map((value) => {
-        const c = new Color()
-        c.enableAlpha = props.enableAlpha
-        c.format = 'rgba'
-        c.fromString(value)
-        c.selected = c.value === color.value
+        const c = new Color({
+          value,
+        })
+        c.selected = c.compare(color)
         return c
       })
     }
diff --git a/packages/components/color-picker/src/utils/color.ts b/packages/components/color-picker/src/utils/color.ts
index 84bc45805c..03934644fc 100644
--- a/packages/components/color-picker/src/utils/color.ts
+++ b/packages/components/color-picker/src/utils/color.ts
@@ -1,172 +1,6 @@
-import { hasOwn, isString } from '@element-plus/utils'
-
-const hsv2hsl = function (hue: number, sat: number, val: number) {
-  return [
-    hue,
-    (sat * val) / ((hue = (2 - sat) * val) < 1 ? hue : 2 - hue) || 0,
-    hue / 2,
-  ]
-}
-
-// Need to handle 1.0 as 100%, since once it is a number, there is no difference between it and 1
-// <http://stackoverflow.com/questions/7422072/javascript-how-to-detect-number-as-a-decimal-including-1-0>
-const isOnePointZero = function (n: unknown) {
-  return isString(n) && n.includes('.') && Number.parseFloat(n) === 1
-}
-
-const isPercentage = function (n: unknown) {
-  return isString(n) && n.includes('%')
-}
-
-// Take input from [0, n] and return it as [0, 1]
-const bound01 = function (value: number | string, max: number | string) {
-  if (isOnePointZero(value)) value = '100%'
-
-  const processPercent = isPercentage(value)
-  value = Math.min(max as number, Math.max(0, Number.parseFloat(`${value}`)))
-
-  // Automatically convert percentage into number
-  if (processPercent) {
-    value = Number.parseInt(`${value * (max as number)}`, 10) / 100
-  }
-
-  // Handle floating point rounding errors
-  if (Math.abs(value - (max as number)) < 0.000001) {
-    return 1
-  }
-
-  // Convert into [0, 1] range if it isn't already
-  return (value % (max as number)) / Number.parseFloat(max as string)
-}
-
-const INT_HEX_MAP: Record<string, string> = {
-  10: 'A',
-  11: 'B',
-  12: 'C',
-  13: 'D',
-  14: 'E',
-  15: 'F',
-}
-
-const hexOne = (value: number) => {
-  value = Math.min(Math.round(value), 255)
-  const high = Math.floor(value / 16)
-  const low = value % 16
-  return `${INT_HEX_MAP[high] || high}${INT_HEX_MAP[low] || low}`
-}
-
-const toHex = function ({ r, g, b }: { r: number; g: number; b: number }) {
-  if (Number.isNaN(+r) || Number.isNaN(+g) || Number.isNaN(+b)) return ''
-  return `#${hexOne(r)}${hexOne(g)}${hexOne(b)}`
-}
-
-const HEX_INT_MAP: Record<string, number> = {
-  A: 10,
-  B: 11,
-  C: 12,
-  D: 13,
-  E: 14,
-  F: 15,
-}
-
-const parseHexChannel = function (hex: string) {
-  if (hex.length === 2) {
-    return (
-      (HEX_INT_MAP[hex[0].toUpperCase()] || +hex[0]) * 16 +
-      (HEX_INT_MAP[hex[1].toUpperCase()] || +hex[1])
-    )
-  }
-
-  return HEX_INT_MAP[hex[1].toUpperCase()] || +hex[1]
-}
-
-const hsl2hsv = function (hue: number, sat: number, light: number) {
-  sat = sat / 100
-  light = light / 100
-  let smin = sat
-  const lmin = Math.max(light, 0.01)
-  // let sv
-  // let v
-
-  light *= 2
-  sat *= light <= 1 ? light : 2 - light
-  smin *= lmin <= 1 ? lmin : 2 - lmin
-  const v = (light + sat) / 2
-  const sv =
-    light === 0 ? (2 * smin) / (lmin + smin) : (2 * sat) / (light + sat)
-
-  return {
-    h: hue,
-    s: sv * 100,
-    v: v * 100,
-  }
-}
-
-// `rgbToHsv`
-// Converts an RGB color value to HSV
-// *Assumes:* r, g, and b are contained in the set [0, 255] or [0, 1]
-// *Returns:* { h, s, v } in [0,1]
-const rgb2hsv = (r: number, g: number, b: number) => {
-  r = bound01(r, 255)
-  g = bound01(g, 255)
-  b = bound01(b, 255)
-
-  const max = Math.max(r, g, b)
-  const min = Math.min(r, g, b)
-  let h: number
-  const v = max
-
-  const d = max - min
-  const s = max === 0 ? 0 : d / max
-
-  if (max === min) {
-    h = 0 // achromatic
-  } else {
-    switch (max) {
-      case r: {
-        h = (g - b) / d + (g < b ? 6 : 0)
-        break
-      }
-      case g: {
-        h = (b - r) / d + 2
-        break
-      }
-      case b: {
-        h = (r - g) / d + 4
-        break
-      }
-    }
-    h! /= 6
-  }
-
-  return { h: h! * 360, s: s * 100, v: v * 100 }
-}
-
-// `hsvToRgb`
-// Converts an HSV color value to RGB.
-// *Assumes:* h is contained in [0, 1] or [0, 360] and s and v are contained in [0, 1] or [0, 100]
-// *Returns:* { r, g, b } in the set [0, 255]
-const hsv2rgb = function (h: number, s: number, v: number) {
-  h = bound01(h, 360) * 6
-  s = bound01(s, 100)
-  v = bound01(v, 100)
-
-  const i = Math.floor(h)
-  const f = h - i
-  const p = v * (1 - s)
-  const q = v * (1 - f * s)
-  const t = v * (1 - (1 - f) * s)
-  const mod = i % 6
-  const r = [v, q, p, p, t, v][mod]
-  const g = [t, v, v, q, p, p][mod]
-  const b = [p, p, t, v, v, q][mod]
-
-  return {
-    r: Math.round(r * 255),
-    g: Math.round(g * 255),
-    b: Math.round(b * 255),
-  }
-}
+import { TinyColor } from '@ctrl/tinycolor'
+import { hasOwn } from '@element-plus/utils'
+import type { ColorFormats } from '@ctrl/tinycolor'
 
 interface ColorOptions {
   enableAlpha: boolean
@@ -178,9 +12,11 @@ export default class Color {
   private _hue = 0
   private _saturation = 100
   private _value = 100
-  _alpha = 100
+  private _alpha = 100
+  private _tiny = new TinyColor()
+  private _isValid = false
   public enableAlpha = false
-  public format = 'hex'
+  public format = ''
   public value = ''
   public selected?: boolean
 
@@ -207,185 +43,64 @@ export default class Color {
 
       return
     }
-
     ;(this as any)[`_${prop}`] = value
+    this._isValid = true
     this.doOnChange()
   }
 
   get(prop: string) {
-    if (prop === 'alpha') {
-      return Math.floor(this[`_${prop}`])
+    if (['hue', 'saturation', 'value', 'alpha'].includes(prop)) {
+      return Math.round((this as any)[`_${prop}`])
     }
     return (this as any)[`_${prop}`]
   }
 
   toRgb() {
-    return hsv2rgb(this._hue, this._saturation, this._value)
+    return this._isValid ? this._tiny.toRgb() : { r: 255, g: 255, b: 255, a: 0 }
   }
 
   fromString(value: string) {
-    if (!value) {
+    const color = new TinyColor(value)
+    this._isValid = color.isValid
+    if (color.isValid) {
+      const { h, s, v, a } = color.toHsv()
+      this._hue = h
+      this._saturation = s * 100
+      this._value = v * 100
+      this._alpha = a * 100
+    } else {
       this._hue = 0
       this._saturation = 100
       this._value = 100
-
-      this.doOnChange()
-      return
-    }
-
-    const fromHSV = (h: number, s: number, v: number) => {
-      this._hue = Math.max(0, Math.min(360, h))
-      this._saturation = Math.max(0, Math.min(100, s))
-      this._value = Math.max(0, Math.min(100, v))
-
-      this.doOnChange()
-    }
-
-    if (value.includes('hsl')) {
-      const parts = value
-        .replace(/hsla|hsl|\(|\)/gm, '')
-        .split(/\s|,/g)
-        .filter((val) => val !== '')
-        .map((val, index) =>
-          index > 2 ? Number.parseFloat(val) : Number.parseInt(val, 10)
-        )
-
-      if (parts.length === 4) {
-        // @ts-expect-error
-        this._alpha = Number.parseFloat(parts[3]) * 100
-      } else if (parts.length === 3) {
-        this._alpha = 100
-      }
-      if (parts.length >= 3) {
-        const { h, s, v } = hsl2hsv(parts[0], parts[1], parts[2])
-        fromHSV(h, s, v)
-      }
-    } else if (value.includes('hsv')) {
-      const parts = value
-        .replace(/hsva|hsv|\(|\)/gm, '')
-        .split(/\s|,/g)
-        .filter((val) => val !== '')
-        .map((val, index) =>
-          index > 2 ? Number.parseFloat(val) : Number.parseInt(val, 10)
-        )
-
-      if (parts.length === 4) {
-        // @ts-expect-error
-        this._alpha = Number.parseFloat(parts[3]) * 100
-      } else if (parts.length === 3) {
-        this._alpha = 100
-      }
-      if (parts.length >= 3) {
-        fromHSV(parts[0], parts[1], parts[2])
-      }
-    } else if (value.includes('rgb')) {
-      const parts = value
-        .replace(/rgba|rgb|\(|\)/gm, '')
-        .split(/\s|,/g)
-        .filter((val) => val !== '')
-        .map((val, index) =>
-          index > 2 ? Number.parseFloat(val) : Number.parseInt(val, 10)
-        )
-
-      if (parts.length === 4) {
-        // @ts-expect-error
-        this._alpha = Number.parseFloat(parts[3]) * 100
-      } else if (parts.length === 3) {
-        this._alpha = 100
-      }
-      if (parts.length >= 3) {
-        const { h, s, v } = rgb2hsv(parts[0], parts[1], parts[2])
-        fromHSV(h, s, v)
-      }
-    } else if (value.includes('#')) {
-      const hex = value.replace('#', '').trim()
-      if (!/^[0-9a-fA-F]{3}$|^[0-9a-fA-F]{6}$|^[0-9a-fA-F]{8}$/.test(hex))
-        return
-      let r: number, g: number, b: number
-
-      if (hex.length === 3) {
-        r = parseHexChannel(hex[0] + hex[0])
-        g = parseHexChannel(hex[1] + hex[1])
-        b = parseHexChannel(hex[2] + hex[2])
-      } else if (hex.length === 6 || hex.length === 8) {
-        r = parseHexChannel(hex.slice(0, 2))
-        g = parseHexChannel(hex.slice(2, 4))
-        b = parseHexChannel(hex.slice(4, 6))
-      }
-
-      if (hex.length === 8) {
-        this._alpha = (parseHexChannel(hex.slice(6)) / 255) * 100
-      } else if (hex.length === 3 || hex.length === 6) {
-        this._alpha = 100
-      }
-
-      const { h, s, v } = rgb2hsv(r!, g!, b!)
-      fromHSV(h, s, v)
+      this._alpha = 100
     }
+    this.doOnChange()
   }
 
   compare(color: this) {
-    return (
-      Math.abs(color._hue - this._hue) < 2 &&
-      Math.abs(color._saturation - this._saturation) < 1 &&
-      Math.abs(color._value - this._value) < 1 &&
-      Math.abs(color._alpha - this._alpha) < 1
-    )
+    const compareColor = new TinyColor({
+      h: color._hue,
+      s: color._saturation / 100,
+      v: color._value / 100,
+      a: color._alpha / 100,
+    })
+    return this._tiny.equals(compareColor)
   }
 
   doOnChange() {
-    const { _hue, _saturation, _value, _alpha, format } = this
-
-    if (this.enableAlpha) {
-      switch (format) {
-        case 'hsl': {
-          const hsl = hsv2hsl(_hue, _saturation / 100, _value / 100)
-          this.value = `hsla(${_hue}, ${Math.round(
-            hsl[1] * 100
-          )}%, ${Math.round(hsl[2] * 100)}%, ${this.get('alpha') / 100})`
-          break
-        }
-        case 'hsv': {
-          this.value = `hsva(${_hue}, ${Math.round(_saturation)}%, ${Math.round(
-            _value
-          )}%, ${this.get('alpha') / 100})`
-          break
-        }
-        case 'hex': {
-          this.value = `${toHex(hsv2rgb(_hue, _saturation, _value))}${hexOne(
-            (_alpha * 255) / 100
-          )}`
-          break
-        }
-        default: {
-          const { r, g, b } = hsv2rgb(_hue, _saturation, _value)
-          this.value = `rgba(${r}, ${g}, ${b}, ${this.get('alpha') / 100})`
-        }
-      }
-    } else {
-      switch (format) {
-        case 'hsl': {
-          const hsl = hsv2hsl(_hue, _saturation / 100, _value / 100)
-          this.value = `hsl(${_hue}, ${Math.round(hsl[1] * 100)}%, ${Math.round(
-            hsl[2] * 100
-          )}%)`
-          break
-        }
-        case 'hsv': {
-          this.value = `hsv(${_hue}, ${Math.round(_saturation)}%, ${Math.round(
-            _value
-          )}%)`
-          break
-        }
-        case 'rgb': {
-          const { r, g, b } = hsv2rgb(_hue, _saturation, _value)
-          this.value = `rgb(${r}, ${g}, ${b})`
-          break
-        }
-        default: {
-          this.value = toHex(hsv2rgb(_hue, _saturation, _value))
-        }
-      }
+    const { _hue, _saturation, _value, _alpha, format, enableAlpha } = this
+    let _format = format || (enableAlpha ? 'rgb' : 'hex')
+    if (format === 'hex' && enableAlpha) {
+      _format = 'hex8'
     }
+    this._tiny = new TinyColor({
+      h: _hue,
+      s: _saturation / 100,
+      v: _value / 100,
+      a: _alpha / 100,
+    })
+    this.value = this._isValid
+      ? this._tiny.toString(_format as ColorFormats)
+      : ''
   }
 }