diff --git a/components/button/__tests__/__snapshots__/demo.test.ts.snap b/components/button/__tests__/__snapshots__/demo.test.ts.snap
index eee481b6af..4172fde3dd 100644
--- a/components/button/__tests__/__snapshots__/demo.test.ts.snap
+++ b/components/button/__tests__/__snapshots__/demo.test.ts.snap
@@ -551,6 +551,30 @@ Array [
       Search
     </span>
   </button>,
+  <a
+    class="ant-btn ant-btn-icon-only"
+    href="https://www.google.com"
+  >
+    <span
+      aria-label="search"
+      class="anticon anticon-search"
+      role="img"
+    >
+      <svg
+        aria-hidden="true"
+        data-icon="search"
+        fill="currentColor"
+        focusable="false"
+        height="1em"
+        viewBox="64 64 896 896"
+        width="1em"
+      >
+        <path
+          d="M909.6 854.5L649.9 594.8C690.2 542.7 712 479 712 412c0-80.2-31.3-155.4-87.9-212.1-56.6-56.7-132-87.9-212.1-87.9s-155.5 31.3-212.1 87.9C143.2 256.5 112 331.8 112 412c0 80.1 31.3 155.5 87.9 212.1C256.5 680.8 331.8 712 412 712c67 0 130.6-21.8 182.7-62l259.7 259.6a8.2 8.2 0 0011.6 0l43.6-43.5a8.2 8.2 0 000-11.6zM570.4 570.4C528 612.7 471.8 636 412 636s-116-23.3-158.4-65.6C211.3 528 188 471.8 188 412s23.3-116.1 65.6-158.4C296 211.3 352.2 188 412 188s116.1 23.2 158.4 65.6S636 352.2 636 412s-23.3 116.1-65.6 158.4z"
+        />
+      </svg>
+    </span>
+  </a>,
   <br />,
   <br />,
   <button
@@ -766,6 +790,30 @@ Array [
       Search
     </span>
   </button>,
+  <a
+    class="ant-btn ant-btn-lg ant-btn-icon-only"
+    href="https://www.google.com"
+  >
+    <span
+      aria-label="search"
+      class="anticon anticon-search"
+      role="img"
+    >
+      <svg
+        aria-hidden="true"
+        data-icon="search"
+        fill="currentColor"
+        focusable="false"
+        height="1em"
+        viewBox="64 64 896 896"
+        width="1em"
+      >
+        <path
+          d="M909.6 854.5L649.9 594.8C690.2 542.7 712 479 712 412c0-80.2-31.3-155.4-87.9-212.1-56.6-56.7-132-87.9-212.1-87.9s-155.5 31.3-212.1 87.9C143.2 256.5 112 331.8 112 412c0 80.1 31.3 155.5 87.9 212.1C256.5 680.8 331.8 712 412 712c67 0 130.6-21.8 182.7-62l259.7 259.6a8.2 8.2 0 0011.6 0l43.6-43.5a8.2 8.2 0 000-11.6zM570.4 570.4C528 612.7 471.8 636 412 636s-116-23.3-158.4-65.6C211.3 528 188 471.8 188 412s23.3-116.1 65.6-158.4C296 211.3 352.2 188 412 188s116.1 23.2 158.4 65.6S636 352.2 636 412s-23.3 116.1-65.6 158.4z"
+        />
+      </svg>
+    </span>
+  </a>,
 ]
 `;
 
diff --git a/components/button/demo/icon.md b/components/button/demo/icon.md
index f22efbc755..e26b3c5e21 100644
--- a/components/button/demo/icon.md
+++ b/components/button/demo/icon.md
@@ -47,6 +47,7 @@ ReactDOM.render(
     <Button type="dashed" icon={<SearchOutlined />}>
       Search
     </Button>
+    <Button icon={<SearchOutlined />} href="https://www.google.com" />
     <br />
     <br />
     <Tooltip title="search">
@@ -77,6 +78,7 @@ ReactDOM.render(
     <Button type="dashed" icon={<SearchOutlined />} size="large">
       Search
     </Button>
+    <Button icon={<SearchOutlined />} size="large" href="https://www.google.com" />
   </>,
   mountNode,
 );
diff --git a/components/button/style/index.less b/components/button/style/index.less
index 8198c06635..8d9ec23e45 100644
--- a/components/button/style/index.less
+++ b/components/button/style/index.less
@@ -109,6 +109,15 @@
     }
   }
 
+  // https://github.com/ant-design/ant-design/issues/32365
+  a&-icon-only {
+    vertical-align: -1px;
+
+    > .@{iconfont-css-prefix} {
+      display: inline;
+    }
+  }
+
   &-round {
     .btn-round(@btn-prefix-cls);
     &.@{btn-prefix-cls}-icon-only {