diff --git a/experimental/babel-preset-env/data/pluginFeatures.js b/experimental/babel-preset-env/data/pluginFeatures.js
new file mode 100644
index 000000000000..b5037d9888dc
--- /dev/null
+++ b/experimental/babel-preset-env/data/pluginFeatures.js
@@ -0,0 +1,126 @@
+/* eslint-disable quotes */
+module.exports = {
+  // es2015
+  "transform-es2015-arrow-functions": {
+    features: [
+      "arrow functions",
+    ],
+  },
+  "transform-es2015-block-scoped-functions": {
+    features: [
+      "block-level function declaration"
+    ],
+  },
+  "transform-es2015-block-scoping": {
+    features: [
+      "const",
+      "let",
+    ],
+  },
+  "transform-es2015-classes": {
+    features: [
+      "class",
+      "super",
+    ],
+  },
+  "transform-es2015-computed-properties": {
+    features: [
+      "object literal extensions / computed properties",
+    ],
+  },
+  "check-es2015-constants": {
+    features: [
+      "const",
+    ],
+  },
+  "transform-es2015-destructuring": {
+    features: [
+      "destructuring, assignment",
+      "destructuring, declarations",
+      "destructuring, parameters",
+    ],
+  },
+  "transform-es2015-for-of": {
+    features: [
+      "for..of loops",
+    ],
+  },
+  "transform-es2015-function-name": {
+    features: [
+      'function "name" property',
+    ]
+  },
+  "transform-es2015-literals": {
+    features: [
+      "Unicode code point escapes",
+    ],
+  },
+  "transform-es2015-object-super": {
+    features: [
+      "super",
+    ],
+  },
+  "transform-es2015-parameters": {
+    features: [
+      "default function parameters",
+      "rest parameters",
+    ],
+  },
+  "transform-es2015-shorthand-properties": {
+    features: [
+      "object literal extensions / shorthand properties",
+    ],
+  },
+  "transform-es2015-spread": {
+    features: [
+      "spread (...) operator",
+    ],
+  },
+  "transform-es2015-sticky-regex": {
+    features: [
+      'RegExp "y" and "u" flags / "y" flag, lastIndex',
+      'RegExp "y" and "u" flags / "y" flag',
+    ],
+  },
+  "transform-es2015-template-literals": {
+    features: [
+      "template literals",
+    ],
+  },
+  "transform-es2015-typeof-symbol": {
+    features: [
+      "Symbol / typeof support"
+    ],
+  },
+  "transform-es2015-unicode-regex": {
+    features: [
+      'RegExp "y" and "u" flags / "u" flag, case folding',
+      'RegExp "y" and "u" flags / "u" flag, Unicode code point escapes',
+      'RegExp "y" and "u" flags / "u" flag',
+    ],
+  },
+  "transform-regenerator": {
+    features: [
+      "generators",
+    ],
+  },
+
+  // es2016
+  "transform-exponentiation-operator": {
+    features: [
+      "exponentiation (**) operator",
+    ],
+  },
+
+  // es2017
+  "transform-async-to-generator": {
+    features: [
+      "async functions",
+    ],
+  },
+  "syntax-trailing-function-commas": {
+    features: [
+      "trailing commas in function syntax",
+    ],
+  }
+};
diff --git a/experimental/babel-preset-env/data/plugins.json b/experimental/babel-preset-env/data/plugins.json
new file mode 100644
index 000000000000..5dd10b0ffa3c
--- /dev/null
+++ b/experimental/babel-preset-env/data/plugins.json
@@ -0,0 +1,117 @@
+{
+  "transform-es2015-arrow-functions": {
+    "chrome": 47,
+    "edge": 13,
+    "firefox": 45,
+    "safari": 10
+  },
+  "transform-es2015-block-scoped-functions": {
+    "chrome": 41,
+    "firefox": 46,
+    "safari": 10
+  },
+  "transform-es2015-block-scoping": {
+    "chrome": 49,
+    "firefox": 51,
+    "safari": 10
+  },
+  "transform-es2015-classes": {
+    "chrome": 46,
+    "edge": 13,
+    "firefox": 45,
+    "safari": 10
+  },
+  "transform-es2015-computed-properties": {
+    "chrome": 44,
+    "edge": 12,
+    "firefox": 34,
+    "safari": 10
+  },
+  "check-es2015-constants": {
+    "chrome": 49,
+    "firefox": 51,
+    "safari": 10
+  },
+  "transform-es2015-destructuring": {
+    "chrome": 51,
+    "edge": 14,
+    "safari": 10
+  },
+  "transform-es2015-for-of": {
+    "chrome": 51,
+    "edge": 14,
+    "safari": 10
+  },
+  "transform-es2015-function-name": {
+    "chrome": 51,
+    "safari": 10
+  },
+  "transform-es2015-literals": {
+    "chrome": 44,
+    "edge": 12,
+    "safari": 9
+  },
+  "transform-es2015-object-super": {
+    "chrome": 46,
+    "edge": 13,
+    "firefox": 45,
+    "safari": 10
+  },
+  "transform-es2015-parameters": {
+    "chrome": 49,
+    "edge": 14,
+    "safari": 10
+  },
+  "transform-es2015-shorthand-properties": {
+    "chrome": 43,
+    "edge": 12,
+    "firefox": 33,
+    "safari": 9
+  },
+  "transform-es2015-spread": {
+    "chrome": 46,
+    "edge": 13,
+    "firefox": 36,
+    "safari": 10
+  },
+  "transform-es2015-sticky-regex": {
+    "chrome": 49,
+    "edge": 13,
+    "firefox": 3,
+    "safari": 10
+  },
+  "transform-es2015-template-literals": {
+    "chrome": 41,
+    "edge": 13,
+    "firefox": 34,
+    "safari": 9
+  },
+  "transform-es2015-typeof-symbol": {
+    "chrome": 38,
+    "edge": 12,
+    "firefox": 36,
+    "safari": 9
+  },
+  "transform-es2015-unicode-regex": {
+    "chrome": 50,
+    "edge": 13,
+    "firefox": 46,
+    "safari": 10
+  },
+  "transform-regenerator": {
+    "chrome": 50,
+    "edge": 13,
+    "safari": 10
+  },
+  "transform-exponentiation-operator": {
+    "chrome": 52,
+    "edge": 14
+  },
+  "transform-async-to-generator": {
+    "edge": 14
+  },
+  "syntax-trailing-function-commas": {
+    "edge": 14,
+    "safari": 10
+  }
+}
diff --git a/experimental/babel-preset-env/package.json b/experimental/babel-preset-env/package.json
index 00614bef27fa..57cda730c7ce 100644
--- a/experimental/babel-preset-env/package.json
+++ b/experimental/babel-preset-env/package.json
@@ -8,10 +8,11 @@
   "repository": "https://github.com/babel/babel-preset-env",
   "main": "lib/index.js",
   "scripts": {
-    "build": "babel src -d lib",
+    "build": "npm run build-data && babel src -d lib",
+    "build-data": "node ./scripts/build-data.js",
     "dev": "babel -w src -d lib",
-    "lint": "eslint src test",
-    "fix": "eslint src test --fix",
+    "lint": "eslint scripts src test",
+    "fix": "eslint scripts src test --fix",
     "ci": "npm run lint && npm run test",
     "prepublish": "npm run build",
     "test": "mocha ./test --compilers js:babel-register"
@@ -61,11 +62,14 @@
     "babel-plugin-transform-flow-strip-types": "^6.8.0",
     "babel-preset-es2015": "^6.14.0",
     "babel-register": "^6.14.0",
+    "compat-table": "github:kangax/compat-table#gh-pages",
     "eslint": "^3.3.1",
     "eslint-config-babel": "^1.0.1",
     "eslint-plugin-babel": "^3.3.0",
     "eslint-plugin-flow-vars": "^0.5.0",
-    "mocha": "^3.0.2"
+    "lodash": "^4.15.0",
+    "mocha": "^3.0.2",
+    "natural-compare": "^1.4.0"
   },
   "babel": {
     "presets": [
@@ -81,7 +85,7 @@
       "transform-flow-strip-types"
     ]
   },
-  "eslint": {
+  "eslintConfig": {
     "extends": "babel",
     "parserOptions": {
       "ecmaVersion": 7,
diff --git a/experimental/babel-preset-env/scripts/build-data.js b/experimental/babel-preset-env/scripts/build-data.js
new file mode 100644
index 000000000000..28d79edc7465
--- /dev/null
+++ b/experimental/babel-preset-env/scripts/build-data.js
@@ -0,0 +1,77 @@
+const fs = require("fs");
+const path = require("path");
+
+const flatten = require("lodash/flatten");
+const flattenDeep = require("lodash/flattenDeep");
+const naturalCompare = require("natural-compare");
+const pluginFeatures = require("../data/pluginFeatures");
+
+const renameTests = (tests, getName) =>
+  tests.map((test) => Object.assign({}, test, { name: getName(test.name) }));
+
+const compatibilityTests = flattenDeep([
+  require("compat-table/data-es6"),
+  require("compat-table/data-es2016plus"),
+].map((data) =>
+  data.tests.map((test) => {
+    return test.subtests ?
+      [test, renameTests(test.subtests, (name) => test.name + " / " + name)] :
+      test;
+  })
+));
+
+const versions = Object.keys(require("compat-table/data-es6").browsers)
+  .sort(naturalCompare);
+
+const environments = [
+  "chrome",
+  "edge",
+  "firefox",
+  "safari",
+];
+
+const getLowestImplementedVersion = ({ features }, env) => {
+  let tests = flatten(compatibilityTests
+    .filter((test) => features.indexOf(test.name) >= 0)
+    .map((test) => {
+      return test.subtests ?
+        test.subtests.map((subtest) => subtest.res) :
+        test.res;
+    })
+  );
+
+  const envVersions = versions.filter((version) => version.startsWith(env));
+
+  for (let i = 0; i < envVersions.length; i++) {
+    const version = envVersions[i];
+    tests = tests.filter((test) =>
+      test[version] !== true &&
+      test[version] !== "strict"
+    );
+    if (tests.length === 0) {
+      const number = parseInt(version.replace(env, ""), 10);
+      return isFinite(number) ? number : null;
+    }
+  }
+  return null;
+};
+
+const data = {};
+for (const pluginName in pluginFeatures) {
+  const options = pluginFeatures[pluginName];
+  const plugin = {};
+  environments.forEach((env) => {
+    if (Array.isArray(options.features)) {
+      const version = getLowestImplementedVersion(options, env);
+      if (version !== null) {
+        plugin[env] = version;
+      }
+    }
+  });
+  data[pluginName] = plugin;
+}
+
+fs.writeFileSync(
+  path.join(__dirname, "../data/plugins.json"),
+  JSON.stringify(data, null, 2) + "\n"
+);
diff --git a/experimental/babel-preset-env/src/index.js b/experimental/babel-preset-env/src/index.js
index f9828c308a30..d061ffc31bf2 100644
--- a/experimental/babel-preset-env/src/index.js
+++ b/experimental/babel-preset-env/src/index.js
@@ -4,7 +4,7 @@
 // "proto-to-assign",
 // "es5-property-mutators",
 
-import pluginList from "./plugins.js";
+import pluginList from "../data/plugins.json";
 
 export const plugins = [
   "es3-member-expression-literals",
diff --git a/experimental/babel-preset-env/src/plugins.js b/experimental/babel-preset-env/src/plugins.js
deleted file mode 100644
index 377f8196cf2f..000000000000
--- a/experimental/babel-preset-env/src/plugins.js
+++ /dev/null
@@ -1,131 +0,0 @@
-export default {
-  // es2015
-  "transform-es2015-arrow-functions": {
-    edge: 13,
-    firefox: 45,
-    chrome: 49,
-    opera: 36,
-  },
-  "transform-es2015-block-scoped-functions": {
-    edge: 11,
-    firefox: 46,
-    chrome: 41,
-    opera: 28,
-  },
-  "transform-es2015-block-scoping": {
-    edge: 11,
-    firefox: 36,
-    chrome: 49,
-    opera: 36,
-  },
-  "transform-es2015-classes": {
-    edge: 13,
-    firefox: 45,
-    chrome: 49,
-    opera: 36,
-  },
-  "transform-es2015-computed-properties": {
-    edge: 12,
-    firefox: 34,
-    chrome: 44,
-    opera: 31
-  },
-  "check-es2015-constants": {
-    edge: 11,
-    firefox: 36,
-    chrome: 49,
-    opera: 36,
-  },
-  "transform-es2015-destructuring": {
-    edge: 14,
-    firefox: Number.NEGATIVE_INFINITY,
-    chrome: 52,
-    opera: 39,
-  },
-  "transform-es2015-for-of": {
-    edge: Number.NEGATIVE_INFINITY,
-    firefox: Number.NEGATIVE_INFINITY,
-    chrome: 51,
-    opera: 38,
-  },
-  "transform-es2015-function-name": {
-    edge: Number.NEGATIVE_INFINITY,
-    firefox: Number.NEGATIVE_INFINITY,
-    chrome: 52,
-    opera: 39,
-  },
-  "transform-es2015-literals": {
-    edge: 12,
-    firefox: 36,
-    chrome: 41,
-    opera: 28
-  },
-  "transform-es2015-object-super": {
-    edge: 13,
-    firefox: 45,
-    chrome: 49,
-    opera: 36,
-  },
-  "transform-es2015-parameters": {
-    edge: 14,
-    firefox: Number.NEGATIVE_INFINITY,
-    chrome: 49,
-    opera: 36,
-  },
-  "transform-es2015-shorthand-properties": {
-    edge: 12,
-    firefox: 33,
-    chrome: 43,
-    opera: 30
-  },
-  "transform-es2015-spread": {
-    edge: 13,
-    firefox: 36,
-    chrome: 46,
-    opera: 33,
-  },
-  "transform-es2015-sticky-regex": {
-    edge: 13,
-    firefox: 31,
-    chrome: 49,
-    opera: 36
-  },
-  "transform-es2015-template-literals": {
-    edge: 13,
-    firefox: 34,
-    chrome: 41,
-    opera: 28,
-  },
-  "transform-es2015-typeof-symbol": {
-    edge: 12,
-    firefox: 36,
-    chrome: 38,
-    opera: 25,
-  },
-  "transform-es2015-unicode-regex": {
-    edge: 12,
-    firefox: 46,
-    chrome: 51,
-    opera: 38,
-  },
-  "transform-regenerator": {
-    edge: 13,
-    firefox: 45,
-    chrome: 49,
-    opera: 36,
-  },
-
-  // es2016
-  "transform-exponentiation-operator": {
-    edge: 14,
-    chrome: 52,
-  },
-
-  // es2017
-  "transform-async-to-generator": {
-    edge: 14,
-  },
-  "syntax-trailing-function-commas": {
-    edge: 14,
-  }
-};