diff --git a/.cirrus.yml b/.cirrus.yml
index 32547f68a0..791c8c1f13 100644
--- a/.cirrus.yml
+++ b/.cirrus.yml
@@ -7,6 +7,7 @@ web_shard_template: &WEB_SHARD_TEMPLATE
     # As of October 2019, the Web shards needed more than 6G of RAM.
     CPU: 2
     MEMORY: 8G
+    CHROME_NO_SANDBOX: true
     GOLD_SERVICE_ACCOUNT: ENCRYPTED[3afeea5ac7201151c3d0dc9648862f0462b5e4f55dc600ca8b692319622f7c3eda3d577b1b16cc2ef0311b7314c1c095]
   script:
     - dart --enable-asserts ./dev/bots/test.dart
@@ -173,6 +174,9 @@ task:
         - dart --enable-asserts ./dev/bots/test.dart
         - bash <(curl -s https://codecov.io/bash) -c -f packages/flutter_tools/coverage/lcov.info -F flutter_tool
 
+    - name: web_integration_tests
+      << : *WEB_SHARD_TEMPLATE
+
     - name: web_tests-0-linux
       << : *WEB_SHARD_TEMPLATE
 
diff --git a/dev/bots/browser.dart b/dev/bots/browser.dart
new file mode 100644
index 0000000000..4e3add3c05
--- /dev/null
+++ b/dev/bots/browser.dart
@@ -0,0 +1,59 @@
+// Copyright 2014 The Flutter Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style license that can be
+// found in the LICENSE file.
+
+import 'dart:async';
+import 'dart:io' as io;
+
+import 'package:meta/meta.dart';
+import 'package:shelf/shelf.dart';
+import 'package:shelf/shelf_io.dart' as shelf_io;
+import 'package:shelf_static/shelf_static.dart';
+
+import 'package:flutter_devicelab/framework/browser.dart';
+
+/// Runs Chrome, opens the given `appUrl`, and returns the result reported by the
+/// app.
+///
+/// The app is served from the `appDirectory`. Typically, the app is built
+/// using `flutter build web` and served from `build/web`.
+///
+/// The launched app is expected to report the result by sending an HTTP POST
+/// request to "/test-result" containing result data as plain text body of the
+/// request. This function has no opinion about what that string contains.
+Future<String> evalTestAppInChrome({
+  @required String appUrl,
+  @required String appDirectory,
+  int serverPort = 8080,
+  int browserDebugPort = 8081,
+}) async {
+  io.HttpServer server;
+  Chrome chrome;
+  try {
+    final Completer<String> resultCompleter = Completer<String>();
+    server = await io.HttpServer.bind('localhost', serverPort);
+    final Cascade cascade = Cascade()
+      .add((Request request) async {
+        if (request.requestedUri.path.endsWith('/test-result')) {
+          resultCompleter.complete(await request.readAsString());
+          return Response.ok('Test results received');
+        }
+        return Response.notFound('');
+      })
+      .add(createStaticHandler(appDirectory));
+    shelf_io.serveRequests(server, cascade.handler);
+    final io.Directory userDataDirectory = io.Directory.systemTemp.createTempSync('chrome_user_data_');
+    chrome = await Chrome.launch(ChromeOptions(
+      headless: true,
+      debugPort: browserDebugPort,
+      url: appUrl,
+      userDataDirectory: userDataDirectory.path,
+      windowHeight: 500,
+      windowWidth: 500,
+    ), onError: resultCompleter.completeError);
+    return await resultCompleter.future;
+  } finally {
+    chrome?.stop();
+    await server?.close();
+  }
+}
diff --git a/dev/bots/pubspec.yaml b/dev/bots/pubspec.yaml
index 2a86c9dc24..6a1bc71931 100644
--- a/dev/bots/pubspec.yaml
+++ b/dev/bots/pubspec.yaml
@@ -8,6 +8,8 @@ environment:
 dependencies:
   args: 1.5.2
   crypto: 2.1.3
+  flutter_devicelab:
+    path: ../devicelab
   googleapis: 0.54.0
   googleapis_auth: 0.2.11+1
   http: 0.12.0+4
diff --git a/dev/bots/run_command.dart b/dev/bots/run_command.dart
index 2523e4bfe9..1e26032564 100644
--- a/dev/bots/run_command.dart
+++ b/dev/bots/run_command.dart
@@ -53,6 +53,15 @@ Stream<String> runAndGetStdout(String executable, List<String> arguments, {
   print('$clock ELAPSED TIME: ${prettyPrintDuration(time.elapsed)} for $green$commandDescription$reset in $cyan$relativeWorkingDir$reset');
 }
 
+/// Runs the `executable` and waits until the process exits.
+///
+/// If the process exits with a non-zero exit code, exits this process with
+/// exit code 1, unless `expectNonZeroExit` is set to true.
+///
+/// `outputListener` is called for every line of standard output from the
+/// process, and is given the [Process] object. This can be used to interrupt
+/// an indefinitely running process, for example, by waiting until the process
+/// emits certain output.
 Future<void> runCommand(String executable, List<String> arguments, {
   String workingDirectory,
   Map<String, String> environment,
@@ -63,6 +72,7 @@ Future<void> runCommand(String executable, List<String> arguments, {
   CapturedOutput output,
   bool skip = false,
   bool Function(String) removeLine,
+  void Function(String, Process) outputListener,
 }) async {
   assert(
     (outputMode == OutputMode.capture) == (output != null),
@@ -88,7 +98,13 @@ Future<void> runCommand(String executable, List<String> arguments, {
     .transform<String>(const Utf8Decoder())
     .transform(const LineSplitter())
     .where((String line) => removeLine == null || !removeLine(line))
-    .map((String line) => '$line\n')
+    .map((String line) {
+      final String formattedLine = '$line\n';
+      if (outputListener != null) {
+        outputListener(formattedLine, process);
+      }
+      return formattedLine;
+    })
     .transform(const Utf8Encoder());
   switch (outputMode) {
     case OutputMode.print:
diff --git a/dev/bots/test.dart b/dev/bots/test.dart
index 64cf3dc8f5..e2398e91f1 100644
--- a/dev/bots/test.dart
+++ b/dev/bots/test.dart
@@ -11,6 +11,7 @@ import 'package:googleapis_auth/auth_io.dart' as auth;
 import 'package:http/http.dart' as http;
 import 'package:path/path.dart' as path;
 
+import 'browser.dart';
 import 'flutter_compact_formatter.dart';
 import 'run_command.dart';
 import 'utils.dart';
@@ -116,7 +117,8 @@ Future<void> main(List<String> args) async {
       'hostonly_devicelab_tests': _runHostOnlyDeviceLabTests,
       'tool_coverage': _runToolCoverage,
       'tool_tests': _runToolTests,
-      'web_tests': _runWebTests,
+      'web_tests': _runWebUnitTests,
+      'web_integration_tests': _runWebIntegrationTests,
     });
   } on ExitException catch (error) {
     error.apply();
@@ -522,7 +524,7 @@ Future<void> _runFrameworkCoverage() async {
   }
 }
 
-Future<void> _runWebTests() async {
+Future<void> _runWebUnitTests() async {
   final Map<String, ShardRunner> subshards = <String, ShardRunner>{};
 
   final Directory flutterPackageDirectory = Directory(path.join(flutterRoot, 'packages', 'flutter'));
@@ -585,6 +587,94 @@ Future<void> _runWebTests() async {
   await selectSubshard(subshards);
 }
 
+Future<void> _runWebIntegrationTests() async {
+  await _runWebStackTraceTest('profile');
+  await _runWebStackTraceTest('release');
+  await _runWebDebugStackTraceTest();
+}
+
+Future<void> _runWebStackTraceTest(String buildMode) async {
+  final String testAppDirectory = path.join(flutterRoot, 'dev', 'integration_tests', 'web');
+  final String appBuildDirectory = path.join('$testAppDirectory', 'build', 'web');
+
+  // Build the app.
+  await runCommand(
+    flutter,
+    <String>[ 'clean' ],
+    workingDirectory: testAppDirectory,
+  );
+  await runCommand(
+    flutter,
+    <String>[
+      'build',
+      'web',
+      '--$buildMode',
+      '-t',
+      'lib/stack_trace.dart',
+    ],
+    workingDirectory: testAppDirectory,
+    environment: <String, String>{
+      'FLUTTER_WEB': 'true',
+    },
+  );
+
+  // Run the app.
+  final String result = await evalTestAppInChrome(
+    appUrl: 'http://localhost:8080/index.html',
+    appDirectory: appBuildDirectory,
+  );
+
+  if (result.contains('--- TEST SUCCEEDED ---')) {
+    print('${green}Web stack trace integration test passed.$reset');
+  } else {
+    print(result);
+    print('${red}Web stack trace integration test failed.$reset');
+    exit(1);
+  }
+}
+
+/// Debug mode is special because `flutter build web` doesn't build in debug mode.
+///
+/// Instead, we use `flutter run --debug` and sniff out the standard output.
+Future<void> _runWebDebugStackTraceTest() async {
+  final String testAppDirectory = path.join(flutterRoot, 'dev', 'integration_tests', 'web');
+  final CapturedOutput output = CapturedOutput();
+  bool success = false;
+  await runCommand(
+    flutter,
+    <String>[
+      'run',
+      '--debug',
+      '-d',
+      'chrome',
+      '--web-run-headless',
+      'lib/stack_trace.dart',
+    ],
+    output: output,
+    outputMode: OutputMode.capture,
+    outputListener: (String line, Process process) {
+      if (line.contains('--- TEST SUCCEEDED ---')) {
+        success = true;
+      }
+      if (success || line.contains('--- TEST FAILED ---')) {
+        process.stdin.add('q'.codeUnits);
+      }
+    },
+    workingDirectory: testAppDirectory,
+    environment: <String, String>{
+      'FLUTTER_WEB': 'true',
+    },
+  );
+
+  if (success) {
+    print('${green}Web stack trace integration test passed.$reset');
+  } else {
+    print(output.stdout);
+    print('${red}Web stack trace integration test failed.$reset');
+    exit(1);
+  }
+}
+
 Future<void> _runFlutterWebTest(String workingDirectory, List<String> tests) async {
   final List<String> batch = <String>[];
   for (int i = 0; i < tests.length; i += 1) {
diff --git a/dev/devicelab/lib/framework/browser.dart b/dev/devicelab/lib/framework/browser.dart
new file mode 100644
index 0000000000..e13e209f42
--- /dev/null
+++ b/dev/devicelab/lib/framework/browser.dart
@@ -0,0 +1,138 @@
+// Copyright 2014 The Flutter Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style license that can be
+// found in the LICENSE file.
+
+import 'dart:io' as io;
+
+import 'package:meta/meta.dart';
+
+import 'utils.dart' show forwardStandardStreams;
+
+/// Options passed to Chrome when launching it.
+class ChromeOptions {
+  ChromeOptions({
+    this.userDataDirectory,
+    this.url,
+    this.windowWidth = 1024,
+    this.windowHeight = 1024,
+    this.headless,
+    this.debugPort,
+  });
+
+  /// If not null passed as `--user-data-dir`.
+  final String userDataDirectory;
+
+  /// If not null launches a Chrome tab at this URL.
+  final String url;
+
+  /// The width of the Chrome window.
+  ///
+  /// This is important for screenshots and benchmarks.
+  final int windowWidth;
+
+  /// The height of the Chrome window.
+  ///
+  /// This is important for screenshots and benchmarks.
+  final int windowHeight;
+
+  /// Launches code in "headless" mode, which allows running Chrome in
+  /// environments without a display, such as LUCI and Cirrus.
+  final bool headless;
+
+  /// The port Chrome will use for its debugging protocol.
+  ///
+  /// If null, Chrome is launched without debugging. When running in headless
+  /// mode without a debug port, Chrome quits immediately. For most tests it is
+  /// typical to set [headless] to true and set a non-null debug port.
+  final int debugPort;
+}
+
+/// A function called when the Chrome process encounters an error.
+typedef ChromeErrorCallback = void Function(String);
+
+/// Manages a single Chrome process.
+class Chrome {
+  Chrome._(this._chromeProcess, this._onError) {
+    // If the Chrome process quits before it was asked to quit, notify the
+    // error listener.
+    _chromeProcess.exitCode.then((int exitCode) {
+      if (!_isStopped) {
+        _onError('Chrome process exited prematurely with exit code $exitCode');
+      }
+    });
+  }
+
+  /// Launches Chrome with the give [options].
+  ///
+  /// The [onError] callback is called with an error message when the Chrome
+  /// process encounters an error. In particular, [onError] is called when the
+  /// Chrome process exits prematurely, i.e. before [stop] is called.
+  static Future<Chrome> launch(ChromeOptions options, { String workingDirectory, @required ChromeErrorCallback onError }) async {
+    final io.ProcessResult versionResult = io.Process.runSync(_findSystemChromeExecutable(), const <String>['--version']);
+    print('Launching ${versionResult.stdout}');
+
+    final List<String> args = <String>[
+      if (options.userDataDirectory != null)
+        '--user-data-dir=${options.userDataDirectory}',
+      if (options.url != null)
+        options.url,
+      if (io.Platform.environment['CHROME_NO_SANDBOX'] == 'true')
+        '--no-sandbox',
+      if (options.headless)
+        '--headless',
+      if (options.debugPort != null)
+        '--remote-debugging-port=${options.debugPort}',
+      '--window-size=${options.windowWidth},${options.windowHeight}',
+      '--disable-extensions',
+      '--disable-popup-blocking',
+      // Indicates that the browser is in "browse without sign-in" (Guest session) mode.
+      '--bwsi',
+      '--no-first-run',
+      '--no-default-browser-check',
+      '--disable-default-apps',
+      '--disable-translate',
+    ];
+    final io.Process chromeProcess = await io.Process.start(
+      _findSystemChromeExecutable(),
+      args,
+      workingDirectory: workingDirectory,
+    );
+    forwardStandardStreams(chromeProcess);
+    return Chrome._(chromeProcess, onError);
+  }
+
+  final io.Process _chromeProcess;
+  final ChromeErrorCallback _onError;
+  bool _isStopped = false;
+
+  /// Stops the Chrome process.
+  void stop() {
+    _isStopped = true;
+    _chromeProcess.kill();
+  }
+}
+
+String _findSystemChromeExecutable() {
+  // On some environments, such as the Dart HHH tester, Chrome resides in a
+  // non-standard location and is provided via the following environment
+  // variable.
+  final String envExecutable = io.Platform.environment['CHROME_EXECUTABLE'];
+  if (envExecutable != null) {
+    return envExecutable;
+  }
+
+  if (io.Platform.isLinux) {
+    final io.ProcessResult which =
+        io.Process.runSync('which', <String>['google-chrome']);
+
+    if (which.exitCode != 0) {
+      throw Exception('Failed to locate system Chrome installation.');
+    }
+
+    return (which.stdout as String).trim();
+  } else if (io.Platform.isMacOS) {
+    return '/Applications/Google Chrome.app/Contents/MacOS/Google Chrome';
+  } else {
+    throw Exception('Web benchmarks cannot run on ${io.Platform.operatingSystem} yet.');
+  }
+}
diff --git a/dev/devicelab/lib/tasks/web_benchmarks.dart b/dev/devicelab/lib/tasks/web_benchmarks.dart
index 121de740ea..f0c01d5902 100644
--- a/dev/devicelab/lib/tasks/web_benchmarks.dart
+++ b/dev/devicelab/lib/tasks/web_benchmarks.dart
@@ -12,6 +12,7 @@ import 'package:shelf/shelf.dart';
 import 'package:shelf/shelf_io.dart' as shelf_io;
 import 'package:shelf_static/shelf_static.dart';
 
+import 'package:flutter_devicelab/framework/browser.dart';
 import 'package:flutter_devicelab/framework/framework.dart';
 import 'package:flutter_devicelab/framework/utils.dart';
 
@@ -74,30 +75,12 @@ Future<TaskResult> runWebBenchmark({ @required bool useCanvasKit }) async {
     ));
 
     server = await io.HttpServer.bind('localhost', benchmarkServerPort);
-    io.Process chromeProcess;
+    Chrome chrome;
     try {
       shelf_io.serveRequests(server, cascade.handler);
 
-      final bool isChromeNoSandbox =
-          io.Platform.environment['CHROME_NO_SANDBOX'] == 'true';
-
       final String dartToolDirectory = path.join('$macrobenchmarksDirectory/.dart_tool');
       final String userDataDir = io.Directory(dartToolDirectory).createTempSync('chrome_user_data_').path;
-      final List<String> args = <String>[
-        '--user-data-dir=$userDataDir',
-        'http://localhost:$benchmarkServerPort/index.html',
-        if (isChromeNoSandbox)
-          '--no-sandbox',
-        '--window-size=1024,1024',
-        '--disable-extensions',
-        '--disable-popup-blocking',
-        // Indicates that the browser is in "browse without sign-in" (Guest session) mode.
-        '--bwsi',
-        '--no-first-run',
-        '--no-default-browser-check',
-        '--disable-default-apps',
-        '--disable-translate',
-      ];
 
       // TODO(yjbanov): temporarily disables headful Chrome until we get
       //                devicelab hardware that is able to run it. Our current
@@ -106,38 +89,33 @@ Future<TaskResult> runWebBenchmark({ @required bool useCanvasKit }) async {
       final bool isUncalibratedSmokeTest = io.Platform.environment['CALIBRATED'] != 'true';
       // final bool isUncalibratedSmokeTest =
       //     io.Platform.environment['UNCALIBRATED_SMOKE_TEST'] == 'true';
-      if (isUncalibratedSmokeTest) {
-        print('Running in headless mode because running on uncalibrated hardware.');
-        args.add('--headless');
+      final ChromeOptions options = ChromeOptions(
+        url: 'http://localhost:$benchmarkServerPort/index.html',
+        userDataDirectory: userDataDir,
+        windowHeight: 1024,
+        windowWidth: 1024,
+        headless: isUncalibratedSmokeTest,
         // When running in headless mode Chrome exits immediately unless
         // a debug port is specified.
-        args.add('--remote-debugging-port=${benchmarkServerPort + 1}');
-      }
+        debugPort: isUncalibratedSmokeTest ? benchmarkServerPort + 1 : null,
+      );
 
-      chromeProcess = await startProcess(
-        _findSystemChromeExecutable(),
-        args,
+      print('Launching Chrome.');
+      chrome = await Chrome.launch(
+        options,
+        onError: (String error) {
+          profileData.completeError(Exception(error));
+        },
         workingDirectory: cwd,
       );
 
-      bool receivedProfileData = false;
-      chromeProcess.exitCode.then((int exitCode) {
-        if (!receivedProfileData) {
-          profileData.completeError(Exception(
-            'Chrome process existed prematurely with exit code $exitCode',
-          ));
-        }
-      });
-      forwardStandardStreams(chromeProcess);
-
       print('Waiting for the benchmark to report benchmark profile.');
-
       final String backend = useCanvasKit ? 'canvaskit' : 'html';
       final Map<String, dynamic> taskResult = <String, dynamic>{};
       final List<String> benchmarkScoreKeys = <String>[];
       final List<Map<String, dynamic>> profiles = await profileData.future;
+
       print('Received profile data');
-      receivedProfileData = true;
       for (final Map<String, dynamic> profile in profiles) {
         final String benchmarkName = profile['name'] as String;
         final String benchmarkScoreKey = '$benchmarkName.$backend.averageDrawFrameDuration';
@@ -148,32 +126,7 @@ Future<TaskResult> runWebBenchmark({ @required bool useCanvasKit }) async {
       return TaskResult.success(taskResult, benchmarkScoreKeys: benchmarkScoreKeys);
     } finally {
       server.close();
-      chromeProcess?.kill();
+      chrome.stop();
     }
   });
 }
-
-String _findSystemChromeExecutable() {
-  // On some environments, such as the Dart HHH tester, Chrome resides in a
-  // non-standard location and is provided via the following environment
-  // variable.
-  final String envExecutable = io.Platform.environment['CHROME_EXECUTABLE'];
-  if (envExecutable != null) {
-    return envExecutable;
-  }
-
-  if (io.Platform.isLinux) {
-    final io.ProcessResult which =
-        io.Process.runSync('which', <String>['google-chrome']);
-
-    if (which.exitCode != 0) {
-      throw Exception('Failed to locate system Chrome installation.');
-    }
-
-    return (which.stdout as String).trim();
-  } else if (io.Platform.isMacOS) {
-    return '/Applications/Google Chrome.app/Contents/MacOS/Google Chrome';
-  } else {
-    throw Exception('Web benchmarks cannot run on ${io.Platform.operatingSystem} yet.');
-  }
-}
diff --git a/dev/integration_tests/web/lib/stack_trace.dart b/dev/integration_tests/web/lib/stack_trace.dart
new file mode 100644
index 0000000000..fd4e1d1e73
--- /dev/null
+++ b/dev/integration_tests/web/lib/stack_trace.dart
@@ -0,0 +1,162 @@
+// Copyright 2014 The Flutter Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style license that can be
+// found in the LICENSE file.
+
+import 'dart:html' as html;
+import 'dart:ui';
+
+import 'package:collection/collection.dart';
+import 'package:meta/dart2js.dart';
+
+import 'package:flutter/foundation.dart';
+
+/// Expected sequence of method calls.
+const List<String> callChain = <String>['baz', 'bar', 'foo'];
+
+final List<StackFrame> expectedProfileStackFrames = callChain.map<StackFrame>((String method) {
+  return StackFrame(
+    number: -1,
+    packageScheme: '<unknown>',
+    package: '<unknown>',
+    packagePath: '<unknown>',
+    line: -1,
+    column: -1,
+    className: 'Object',
+    method: method,
+    source: '',
+  );
+}).toList();
+
+// TODO(yjbanov): fix these stack traces when https://github.com/flutter/flutter/issues/50753 is fixed.
+const List<StackFrame> expectedDebugStackFrames = <StackFrame>[
+  StackFrame(
+    number: -1,
+    packageScheme: 'package',
+    package: 'web_integration',
+    packagePath: 'stack_trace.dart.lib.js',
+    line: 138,
+    column: 15,
+    className: '<unknown>',
+    method: 'baz',
+    source: '',
+  ),
+  StackFrame(
+    number: -1,
+    packageScheme: 'package',
+    package: 'web_integration',
+    packagePath: 'stack_trace.dart.lib.js',
+    line: 135,
+    column: 17,
+    className: '<unknown>',
+    method: 'bar',
+    source: '',
+  ),
+  StackFrame(
+    number: -1,
+    packageScheme: 'package',
+    package: 'web_integration',
+    packagePath: 'stack_trace.dart.lib.js',
+    line: 132,
+    column: 17,
+    className: '<unknown>',
+    method: 'foo',
+    source: '',
+  ),
+];
+
+/// Tests that we do not crash while parsing Web stack traces.
+///
+/// This test is run in debug, profile, and release modes.
+void main() {
+  final StringBuffer output = StringBuffer();
+  try {
+    try {
+      foo();
+    } catch (expectedError, expectedStackTrace) {
+      final List<StackFrame> parsedFrames = StackFrame.fromStackTrace(expectedStackTrace);
+      if (parsedFrames.isEmpty) {
+        throw Exception(
+          'Failed to parse stack trace. Got empty list of stack frames.\n'
+          'Stack trace:\n$expectedStackTrace'
+        );
+      }
+
+      // Symbols in release mode are randomly obfuscated, so there's no good way to
+      // validate the contents. However, profile mode can be checked.
+      if (kProfileMode) {
+        _checkStackFrameContents(parsedFrames, expectedProfileStackFrames, expectedStackTrace);
+      }
+
+      if (kDebugMode) {
+        _checkStackFrameContents(parsedFrames, expectedDebugStackFrames, expectedStackTrace);
+      }
+    }
+    output.writeln('--- TEST SUCCEEDED ---');
+  } catch (unexpectedError, unexpectedStackTrace) {
+    output.writeln('--- UNEXPECTED EXCEPTION ---');
+    output.writeln(unexpectedError);
+    output.writeln(unexpectedStackTrace);
+    output.writeln('--- TEST FAILED ---');
+  }
+  print(output);
+  html.HttpRequest.request(
+    '/test-result',
+    method: 'POST',
+    sendData: '$output',
+  );
+}
+
+@noInline
+void foo() {
+  bar();
+}
+
+@noInline
+void bar() {
+  baz();
+}
+
+@noInline
+void baz() {
+  throw Exception('Test error message');
+}
+
+void _checkStackFrameContents(List<StackFrame> parsedFrames, List<StackFrame> expectedFrames, dynamic stackTrace) {
+  // Filter out stack frames outside this library so this test is less brittle.
+  final List<StackFrame> actual = parsedFrames
+    .where((StackFrame frame) => callChain.contains(frame.method))
+    .toList();
+  final bool stackFramesAsExpected = ListEquality<StackFrame>(StackFrameEquality()).equals(actual, expectedFrames);
+  if (!stackFramesAsExpected) {
+    throw Exception(
+      'Stack frames parsed incorrectly:\n'
+      'Expected:\n${expectedFrames.join('\n')}\n'
+      'Actual:\n${actual.join('\n')}\n'
+      'Stack trace:\n$stackTrace'
+    );
+  }
+}
+
+/// Use custom equality to ignore [StackFrame.source], which is not important
+/// for the purposes of this test.
+class StackFrameEquality implements Equality<StackFrame> {
+  @override
+  bool equals(StackFrame e1, StackFrame e2) {
+    return e1.number == e2.number &&
+           e1.packageScheme == e2.packageScheme &&
+           e1.package == e2.package &&
+           e1.packagePath == e2.packagePath &&
+           e1.line == e2.line &&
+           e1.column == e2.column &&
+           e1.className == e2.className &&
+           e1.method == e2.method;
+  }
+
+  @override
+  int hash(StackFrame e) {
+    return hashValues(e.number, e.packageScheme, e.package, e.packagePath, e.line, e.column, e.className, e.method);
+  }
+
+  @override
+  bool isValidKey(Object o) => o is StackFrame;
+}
diff --git a/packages/flutter/lib/src/foundation/stack_frame.dart b/packages/flutter/lib/src/foundation/stack_frame.dart
index 4b4ea28ed6..ab5c4f1be3 100644
--- a/packages/flutter/lib/src/foundation/stack_frame.dart
+++ b/packages/flutter/lib/src/foundation/stack_frame.dart
@@ -6,6 +6,7 @@ import 'dart:ui' show hashValues;
 
 import 'package:meta/meta.dart';
 
+import 'constants.dart';
 import 'object.dart';
 
 /// A object representation of a frame from a stack trace.
@@ -86,10 +87,22 @@ class StackFrame {
         .trim()
         .split('\n')
         .map(fromStackTraceLine)
+        // On the Web in non-debug builds the stack trace includes the exception
+        // message that precedes the stack trace itself. fromStackTraceLine will
+        // return null in that case. We will skip it here.
+        .skipWhile((StackFrame frame) => frame == null)
         .toList();
   }
 
   static StackFrame _parseWebFrame(String line) {
+    if (kDebugMode) {
+      return _parseWebDebugFrame(line);
+    } else {
+      return _parseWebNonDebugFrame(line);
+    }
+  }
+
+  static StackFrame _parseWebDebugFrame(String line) {
     final bool hasPackage = line.startsWith('package');
     final RegExp parser = hasPackage
         ? RegExp(r'^(package:.+) (\d+):(\d+)\s+(.+)$')
@@ -120,6 +133,50 @@ class StackFrame {
     );
   }
 
+  // Non-debug builds do not point to dart code but compiled JavaScript, so
+  // line numbers are meaningless. We only attempt to parse the class and
+  // method name, which is more or less readable in profile builds, and
+  // minified in release builds.
+  static final RegExp _webNonDebugFramePattern = RegExp(r'^\s*at ([^\s]+).*$');
+
+  // Parses `line` as a stack frame in profile and release Web builds. If not
+  // recognized as a stack frame, returns null.
+  static StackFrame _parseWebNonDebugFrame(String line) {
+    final Match match = _webNonDebugFramePattern.firstMatch(line);
+    if (match == null) {
+      // On the Web in non-debug builds the stack trace includes the exception
+      // message that precedes the stack trace itself. Example:
+      //
+      // TypeError: Cannot read property 'hello$0' of null
+      //    at _GalleryAppState.build$1 (http://localhost:8080/main.dart.js:149790:13)
+      //    at StatefulElement.build$0 (http://localhost:8080/main.dart.js:129138:37)
+      //    at StatefulElement.performRebuild$0 (http://localhost:8080/main.dart.js:129032:23)
+      //
+      // Instead of crashing when a line is not recognized as a stack frame, we
+      // return null. The caller, such as fromStackString, can then just skip
+      // this frame.
+      return null;
+    }
+
+    final List<String> classAndMethod = match.group(1).split('.');
+    final String className = classAndMethod.length > 1 ? classAndMethod.first : '<unknown>';
+    final String method = classAndMethod.length > 1
+      ? classAndMethod.skip(1).join('.')
+      : classAndMethod.single;
+
+    return StackFrame(
+      number: -1,
+      packageScheme: '<unknown>',
+      package: '<unknown>',
+      packagePath: '<unknown>',
+      line: -1,
+      column: -1,
+      className: className,
+      method: method,
+      source: line,
+    );
+  }
+
   /// Parses a single [StackFrame] from a single line of a [StackTrace].
   static StackFrame fromStackTraceLine(String line) {
     assert(line != null);
diff --git a/packages/flutter_tools/lib/src/commands/run.dart b/packages/flutter_tools/lib/src/commands/run.dart
index f40fc27a9f..15fa50a883 100644
--- a/packages/flutter_tools/lib/src/commands/run.dart
+++ b/packages/flutter_tools/lib/src/commands/run.dart
@@ -338,6 +338,9 @@ class RunCommand extends RunCommandBase {
 
   DebuggingOptions _createDebuggingOptions() {
     final BuildInfo buildInfo = getBuildInfo();
+    final int browserDebugPort = featureFlags.isWebEnabled && argResults.wasParsed('web-browser-debug-port')
+      ? int.parse(stringArg('web-browser-debug-port'))
+      : null;
     if (buildInfo.mode.isRelease) {
       return DebuggingOptions.disabled(
         buildInfo,
@@ -345,6 +348,8 @@ class RunCommand extends RunCommandBase {
         hostname: featureFlags.isWebEnabled ? stringArg('web-hostname') : '',
         port: featureFlags.isWebEnabled ? stringArg('web-port') : '',
         webEnableExposeUrl: featureFlags.isWebEnabled && boolArg('web-allow-expose-url'),
+        webRunHeadless: featureFlags.isWebEnabled && boolArg('web-run-headless'),
+        webBrowserDebugPort: browserDebugPort,
       );
     } else {
       return DebuggingOptions.enabled(
@@ -367,6 +372,8 @@ class RunCommand extends RunCommandBase {
         hostname: featureFlags.isWebEnabled ? stringArg('web-hostname') : '',
         port: featureFlags.isWebEnabled ? stringArg('web-port') : '',
         webEnableExposeUrl: featureFlags.isWebEnabled && boolArg('web-allow-expose-url'),
+        webRunHeadless: featureFlags.isWebEnabled && boolArg('web-run-headless'),
+        webBrowserDebugPort: browserDebugPort,
         vmserviceOutFile: stringArg('vmservice-out-file'),
         // Allow forcing fast-start to off to prevent doing more work on devices that
         // don't support it.
diff --git a/packages/flutter_tools/lib/src/device.dart b/packages/flutter_tools/lib/src/device.dart
index c2f33fc72b..b3dd7d189b 100644
--- a/packages/flutter_tools/lib/src/device.dart
+++ b/packages/flutter_tools/lib/src/device.dart
@@ -536,6 +536,8 @@ class DebuggingOptions {
     this.hostname,
     this.port,
     this.webEnableExposeUrl,
+    this.webRunHeadless = false,
+    this.webBrowserDebugPort,
     this.vmserviceOutFile,
     this.fastStart = false,
    }) : debuggingEnabled = true;
@@ -545,6 +547,8 @@ class DebuggingOptions {
       this.port,
       this.hostname,
       this.webEnableExposeUrl,
+      this.webRunHeadless = false,
+      this.webBrowserDebugPort,
       this.cacheSkSL = false,
     }) : debuggingEnabled = false,
       useTestFonts = false,
@@ -585,6 +589,17 @@ class DebuggingOptions {
   final String port;
   final String hostname;
   final bool webEnableExposeUrl;
+
+  /// Whether to run the browser in headless mode.
+  ///
+  /// Some CI environments do not provide a display and fail to launch the
+  /// browser with full graphics stack. Some browsers provide a special
+  /// "headless" mode that runs the browser with no graphics.
+  final bool webRunHeadless;
+
+  /// The port the browser should use for its debugging protocol.
+  final int webBrowserDebugPort;
+
   /// A file where the vmservice URL should be written after the application is started.
   final String vmserviceOutFile;
   final bool fastStart;
diff --git a/packages/flutter_tools/lib/src/runner/flutter_command.dart b/packages/flutter_tools/lib/src/runner/flutter_command.dart
index 397e438d33..a17cb74fca 100644
--- a/packages/flutter_tools/lib/src/runner/flutter_command.dart
+++ b/packages/flutter_tools/lib/src/runner/flutter_command.dart
@@ -173,6 +173,19 @@ abstract class FlutterCommand extends Command<void> {
         'when running on remote machines.',
       hide: hide,
     );
+    argParser.addFlag('web-run-headless',
+      defaultsTo: false,
+      help: 'Launches the browser in headless mode. Currently only Chrome '
+        'supports this option.',
+      hide: true,
+    );
+    argParser.addOption('web-browser-debug-port',
+      help: 'The debug port the browser should use. If not specified, a '
+        'random port is selected. Currently only Chrome supports this option. '
+        'It serves the Chrome DevTools Protocol '
+        '(https://chromedevtools.github.io/devtools-protocol/).',
+      hide: true,
+    );
   }
 
   void usesTargetOption() {
diff --git a/packages/flutter_tools/lib/src/web/chrome.dart b/packages/flutter_tools/lib/src/web/chrome.dart
index 99953cf371..f1e67c6770 100644
--- a/packages/flutter_tools/lib/src/web/chrome.dart
+++ b/packages/flutter_tools/lib/src/web/chrome.dart
@@ -97,8 +97,11 @@ class ChromeLauncher {
   /// `headless` defaults to false, and controls whether we open a headless or
   /// a `headfull` browser.
   ///
+  /// `debugPort` is Chrome's debugging protocol port. If null, a random free
+  /// port is picked automatically.
+  ///
   /// `skipCheck` does not attempt to make a devtools connection before returning.
-  Future<Chrome> launch(String url, { bool headless = false, bool skipCheck = false, Directory dataDir }) async {
+  Future<Chrome> launch(String url, { bool headless = false, int debugPort, bool skipCheck = false, Directory dataDir }) async {
     // This is a JSON file which contains configuration from the
     // browser session, such as window position. It is located
     // under the Chrome data-dir folder.
@@ -117,7 +120,7 @@ class ChromeLauncher {
       }
     }
 
-    final int port = await globals.os.findFreePort();
+    final int port = debugPort ?? await globals.os.findFreePort();
     final List<String> args = <String>[
       chromeExecutable,
       // Using a tmp directory ensures that a new instance of chrome launches
diff --git a/packages/flutter_tools/lib/src/web/web_device.dart b/packages/flutter_tools/lib/src/web/web_device.dart
index 518d72b95a..cf48542e3b 100644
--- a/packages/flutter_tools/lib/src/web/web_device.dart
+++ b/packages/flutter_tools/lib/src/web/web_device.dart
@@ -134,10 +134,14 @@ class ChromeDevice extends Device {
     // See [ResidentWebRunner.run] in flutter_tools/lib/src/resident_web_runner.dart
     // for the web initialization and server logic.
     final String url = platformArgs['uri'] as String;
-    _chrome = await chromeLauncher.launch(url,
+    _chrome = await chromeLauncher.launch(
+      url,
       dataDir: globals.fs.currentDirectory
         .childDirectory('.dart_tool')
-        .childDirectory('chrome-device'));
+        .childDirectory('chrome-device'),
+      headless: debuggingOptions.webRunHeadless,
+      debugPort: debuggingOptions.webBrowserDebugPort,
+    );
 
     globals.logger.sendEvent('app.webLaunchUrl', <String, dynamic>{'url': url, 'launched': true});
 
diff --git a/packages/flutter_tools/test/general.shard/web/chrome_test.dart b/packages/flutter_tools/test/general.shard/web/chrome_test.dart
index 83247b9201..5bcdc94c78 100644
--- a/packages/flutter_tools/test/general.shard/web/chrome_test.dart
+++ b/packages/flutter_tools/test/general.shard/web/chrome_test.dart
@@ -54,10 +54,10 @@ void main() {
     resetChromeForTesting();
   });
 
-  test('can launch chrome and connect to the devtools', () => testbed.run(() async {
-    const List<String> expected = <String>[
+  List<String> expectChromeArgs({int debugPort = 1234}) {
+    return <String>[
       'example_chrome',
-      '--remote-debugging-port=1234',
+      '--remote-debugging-port=$debugPort',
       '--disable-background-timer-throttling',
       '--disable-extensions',
       '--disable-popup-blocking',
@@ -68,11 +68,18 @@ void main() {
       '--disable-translate',
       'example_url',
     ];
+  }
 
+  test('can launch chrome and connect to the devtools', () => testbed.run(() async {
     await chromeLauncher.launch('example_url', skipCheck: true);
     final VerificationResult result = verify(globals.processManager.start(captureAny));
+    expect(result.captured.single, containsAll(expectChromeArgs()));
+  }));
 
-    expect(result.captured.single, containsAll(expected));
+  test('can launch chrome with a custom debug port', () => testbed.run(() async {
+    await chromeLauncher.launch('example_url', skipCheck: true, debugPort: 10000);
+    final VerificationResult result = verify(globals.processManager.start(captureAny));
+    expect(result.captured.single, containsAll(expectChromeArgs(debugPort: 10000)));
   }));
 
   test('can seed chrome temp directory with existing preferences', () => testbed.run(() async {
diff --git a/packages/flutter_tools/test/integration.shard/test_driver.dart b/packages/flutter_tools/test/integration.shard/test_driver.dart
index 7fa4c91b4b..d46e5d873b 100644
--- a/packages/flutter_tools/test/integration.shard/test_driver.dart
+++ b/packages/flutter_tools/test/integration.shard/test_driver.dart
@@ -498,7 +498,7 @@ class FlutterRunTestDriver extends FlutterTestDriver {
     // fast.
     unawaited(_process.exitCode.then((_) {
       if (!prematureExitGuard.isCompleted) {
-        prematureExitGuard.completeError('Process existed prematurely: ${args.join(' ')}: $_errorBuffer');
+        prematureExitGuard.completeError('Process exited prematurely: ${args.join(' ')}: $_errorBuffer');
       }
     }));