diff --git a/lighthouse-core/test/lib/minification-estimator-test.js b/lighthouse-core/test/lib/minification-estimator-test.js
index 07cbf7b98bca..e04771723452 100644
--- a/lighthouse-core/test/lib/minification-estimator-test.js
+++ b/lighthouse-core/test/lib/minification-estimator-test.js
@@ -5,9 +5,12 @@
  */
 'use strict';
 
+const fs = require('fs');
 const assert = require('assert');
 const {computeCSSTokenLength, computeJSTokenLength} = require('../../lib/minification-estimator');
 
+const angularFullScript = fs.readFileSync(require.resolve('angular/angular.js'), 'utf8');
+
 /* eslint-env jest */
 
 describe('minification estimator', () => {
@@ -184,5 +187,11 @@ describe('minification estimator', () => {
 
       assert.equal(computeJSTokenLength(js), 9);
     });
+
+    it('should handle large, real javscript files', () => {
+      assert.equal(angularFullScript.length, 1364217);
+      // 1 - 405199 / 1364217 = estimated 70% smaller minified
+      assert.equal(computeJSTokenLength(angularFullScript), 405199);
+    });
   });
 });
diff --git a/package.json b/package.json
index 0d28092b964c..d4cd40f10808 100644
--- a/package.json
+++ b/package.json
@@ -81,6 +81,7 @@
     "@types/update-notifier": "^1.0.2",
     "@types/ws": "^4.0.1",
     "@types/yargs": "^8.0.2",
+    "angular": "^1.7.4",
     "babel-core": "^6.26.0",
     "bundlesize": "^0.14.4",
     "chalk": "^2.4.1",
diff --git a/yarn.lock b/yarn.lock
index 16a45e4053f2..924830e14d16 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -316,6 +316,10 @@ amdefine@>=0.0.4:
   version "1.0.0"
   resolved "https://registry.yarnpkg.com/amdefine/-/amdefine-1.0.0.tgz#fd17474700cb5cc9c2b709f0be9d23ce3c198c33"
 
+angular@^1.7.4:
+  version "1.7.4"
+  resolved "https://registry.yarnpkg.com/angular/-/angular-1.7.4.tgz#c1bf4884c2d470c06907737a1bf0835a9f646f31"
+
 ansi-align@^1.1.0:
   version "1.1.0"
   resolved "https://registry.yarnpkg.com/ansi-align/-/ansi-align-1.1.0.tgz#2f0c1658829739add5ebb15e6b0c6e3423f016ba"