diff --git a/packages/af-webpack/package.json b/packages/af-webpack/package.json
index 46f39bc71d2c..dc9ff45ddc9f 100644
--- a/packages/af-webpack/package.json
+++ b/packages/af-webpack/package.json
@@ -23,6 +23,7 @@
     "deprecate": "^1.0.0",
     "detect-port": "^1.2.1",
     "didyoumean": "^1.2.1",
+    "es5-imcompatible-versions": "^0.1.2",
     "eslint": "^4.7.1",
     "eslint-config-umi": "^0.1.4",
     "eslint-loader": "^2.0.0",
@@ -40,6 +41,7 @@
     "less": "^2.7.2",
     "less-loader": "^4.0.5",
     "lodash.isequal": "^4.5.0",
+    "pkg-up": "^2.0.0",
     "postcss": "^6.0.11",
     "postcss-flexbugs-fixes": "^3.2.0",
     "postcss-loader": "^2.0.6",
@@ -48,6 +50,7 @@
     "react-error-overlay": "^3.0.0",
     "requireindex": "^1.1.0",
     "resolve": "^1.5.0",
+    "semver": "^5.5.0",
     "sockjs-client": "1.1.4",
     "strip-ansi": "3.0.1",
     "strip-json-comments": "^2.0.1",
diff --git a/packages/af-webpack/src/es5ImcompatibleVersions.js b/packages/af-webpack/src/es5ImcompatibleVersions.js
new file mode 100644
index 000000000000..f6ff178e677c
--- /dev/null
+++ b/packages/af-webpack/src/es5ImcompatibleVersions.js
@@ -0,0 +1,31 @@
+import { dirname } from 'path';
+import pkgUp from 'pkg-up';
+import { satisfies } from 'semver';
+
+const pkgPathCache = {};
+const pkgCache = {};
+const {
+  config: { 'es5-imcompatible-versions': config },
+} = require('es5-imcompatible-versions/package.json');
+
+export function getPkgPath(filePath) {
+  const dir = dirname(filePath);
+  if (dir in pkgPathCache) return pkgPathCache[dir];
+  pkgPathCache[dir] = pkgUp.sync(filePath);
+  return pkgPathCache[dir];
+}
+
+export function shouldTransform(pkgPath) {
+  if (pkgPath in pkgCache) return pkgCache[pkgPath];
+  const { name, version } = require(pkgPath); // eslint-disable-line
+  pkgCache[pkgPath] = isMatch(name, version);
+  return pkgCache[pkgPath];
+}
+
+function isMatch(name, version) {
+  if (config[name]) {
+    return Object.keys(config[name]).some(sv => satisfies(version, sv));
+  } else {
+    return false;
+  }
+}
diff --git a/packages/af-webpack/src/getConfig.js b/packages/af-webpack/src/getConfig.js
index 9c306466b1fc..1cddc65d3dc7 100644
--- a/packages/af-webpack/src/getConfig.js
+++ b/packages/af-webpack/src/getConfig.js
@@ -25,6 +25,7 @@ import normalizeTheme from './normalizeTheme';
 import { applyWebpackConfig } from './applyWebpackConfig';
 import readRc from './readRc';
 import { stripLastSlash } from './utils';
+import { getPkgPath, shouldTransform } from './es5ImcompatibleVersions';
 
 const { TsConfigPathsPlugin } = require('awesome-typescript-loader'); // eslint-disable-line
 const debug = require('debug')('af-webpack:getConfig');
@@ -333,6 +334,15 @@ export default function getConfig(opts = {}) {
     }
   }
 
+  const extraBabelIncludes = opts.extraBabelIncludes || [];
+  if (opts.es5ImcompatibleVersions) {
+    extraBabelIncludes.push(a => {
+      if (a.indexOf('node_modules') === -1) return false;
+      const pkgPath = getPkgPath(a);
+      return shouldTransform(pkgPath);
+    });
+  }
+
   const config = {
     bail: !isDev,
     devtool: opts.devtool || undefined,
@@ -449,7 +459,7 @@ export default function getConfig(opts = {}) {
             },
           ],
         },
-        ...(opts.extraBabelIncludes || []).map(include => {
+        ...extraBabelIncludes.map(include => {
           return {
             test: /\.(js|jsx)$/,
             include:
diff --git a/packages/af-webpack/src/getUserConfig/configs/es5ImcompatibleVersions.js b/packages/af-webpack/src/getUserConfig/configs/es5ImcompatibleVersions.js
new file mode 100644
index 000000000000..26077e2c4d13
--- /dev/null
+++ b/packages/af-webpack/src/getUserConfig/configs/es5ImcompatibleVersions.js
@@ -0,0 +1,13 @@
+import assert from 'assert';
+
+export default function() {
+  return {
+    name: 'es5ImcompatibleVersions',
+    validate(val) {
+      assert(
+        typeof val === 'boolean',
+        `The es5ImcompatibleVersions config must be Boolean, but got ${val}`,
+      );
+    },
+  };
+}