diff --git a/dev/benchmarks/macrobenchmarks/lib/src/web/bench_draw_rect.dart b/dev/benchmarks/macrobenchmarks/lib/src/web/bench_draw_rect.dart
index 34bca92..a6a2a9a 100644
--- a/dev/benchmarks/macrobenchmarks/lib/src/web/bench_draw_rect.dart
+++ b/dev/benchmarks/macrobenchmarks/lib/src/web/bench_draw_rect.dart
@@ -9,7 +9,7 @@
 /// Repeatedly paints a grid of rectangles.
 ///
 /// Measures the performance of the `drawRect` operation.
-class BenchDrawRect extends RawRecorder {
+class BenchDrawRect extends SceneBuilderRecorder {
   BenchDrawRect() : super(name: benchmarkName);
 
   static const String benchmarkName = 'draw_rect';
diff --git a/dev/benchmarks/macrobenchmarks/lib/src/web/bench_text_layout.dart b/dev/benchmarks/macrobenchmarks/lib/src/web/bench_text_layout.dart
new file mode 100644
index 0000000..6c0fb71
--- /dev/null
+++ b/dev/benchmarks/macrobenchmarks/lib/src/web/bench_text_layout.dart
@@ -0,0 +1,65 @@
+// 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:ui';
+
+import 'recorder.dart';
+
+int _counter = 0;
+
+Paragraph _generateParagraph() {
+  final ParagraphBuilder builder =
+      ParagraphBuilder(ParagraphStyle(fontFamily: 'sans-serif'))
+        ..pushStyle(TextStyle(fontSize: 12.0))
+        ..addText(
+          '$_counter Lorem ipsum dolor sit amet, consectetur adipiscing elit, '
+          'sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.',
+        );
+  _counter++;
+  return builder.build();
+}
+
+/// Repeatedly lays out a paragraph using the DOM measurement approach.
+///
+/// Creates a different paragraph each time in order to avoid hitting the cache.
+class BenchTextDomLayout extends RawRecorder {
+  BenchTextDomLayout() : super(name: benchmarkName);
+
+  static const String benchmarkName = 'text_dom_layout';
+
+  @override
+  void body(Profile profile) {
+    final Paragraph paragraph = _generateParagraph();
+    profile.record('layout', () {
+      paragraph.layout(const ParagraphConstraints(width: double.infinity));
+    });
+  }
+}
+
+/// Repeatedly lays out a paragraph using the DOM measurement approach.
+///
+/// Uses the same paragraph content to make sure we hit the cache. It doesn't
+/// use the same paragraph instance because the layout method will shortcircuit
+/// in that case.
+class BenchTextDomCachedLayout extends RawRecorder {
+  BenchTextDomCachedLayout() : super(name: benchmarkName);
+
+  static const String benchmarkName = 'text_dom_cached_layout';
+
+  final ParagraphBuilder builder =
+      ParagraphBuilder(ParagraphStyle(fontFamily: 'sans-serif'))
+        ..pushStyle(TextStyle(fontSize: 12.0))
+        ..addText(
+          'Lorem ipsum dolor sit amet, consectetur adipiscing elit, '
+          'sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.',
+        );
+
+  @override
+  void body(Profile profile) {
+    final Paragraph paragraph = builder.build();
+    profile.record('layout', () {
+      paragraph.layout(const ParagraphConstraints(width: double.infinity));
+    });
+  }
+}
diff --git a/dev/benchmarks/macrobenchmarks/lib/src/web/bench_text_out_of_picture_bounds.dart b/dev/benchmarks/macrobenchmarks/lib/src/web/bench_text_out_of_picture_bounds.dart
index db8eb49..dfa7d67 100644
--- a/dev/benchmarks/macrobenchmarks/lib/src/web/bench_text_out_of_picture_bounds.dart
+++ b/dev/benchmarks/macrobenchmarks/lib/src/web/bench_text_out_of_picture_bounds.dart
@@ -27,7 +27,7 @@
 ///
 /// This reproduces the bug where we render more than visible causing
 /// performance issues: https://github.com/flutter/flutter/issues/48516
-class BenchTextOutOfPictureBounds extends RawRecorder {
+class BenchTextOutOfPictureBounds extends SceneBuilderRecorder {
   BenchTextOutOfPictureBounds() : super(name: benchmarkName) {
     const Color red = Color.fromARGB(255, 255, 0, 0);
     const Color green = Color.fromARGB(255, 0, 255, 0);
diff --git a/dev/benchmarks/macrobenchmarks/lib/src/web/recorder.dart b/dev/benchmarks/macrobenchmarks/lib/src/web/recorder.dart
index 4ebcf6d..de353f6 100644
--- a/dev/benchmarks/macrobenchmarks/lib/src/web/recorder.dart
+++ b/dev/benchmarks/macrobenchmarks/lib/src/web/recorder.dart
@@ -44,6 +44,79 @@
   return stopwatch.elapsed;
 }
 
+/// Base class for benchmark recorders.
+///
+/// Each benchmark recorder has a [name] and a [run] method at a minimum.
+abstract class Recorder {
+  Recorder._(this.name);
+
+  /// The name of the benchmark.
+  ///
+  /// The results displayed in the Flutter Dashboard will use this name as a
+  /// prefix.
+  final String name;
+
+  /// The implementation of the benchmark that will produce a [Profile].
+  Future<Profile> run();
+}
+
+/// A recorder for benchmarking raw execution of Dart code.
+///
+/// This is useful for benchmarks that don't need frames or widgets.
+///
+/// Example:
+///
+/// ```
+/// class BenchForLoop extends RawRecorder {
+///   BenchForLoop() : super(name: benchmarkName);
+///
+///   static const String benchmarkName = 'for_loop';
+///
+///   @override
+///   void body(Profile profile) {
+///     profile.record('loop', () {
+///       double x = 0;
+///       for (int i = 0; i < 10000000; i++) {
+///         x *= 1.5;
+///       }
+///     });
+///   }
+/// }
+/// ```
+abstract class RawRecorder extends Recorder {
+  RawRecorder({@required String name}) : super._(name);
+
+  /// Called once before all runs of this benchmark recorder.
+  ///
+  /// This is useful for doing one-time setup work that's needed for the
+  /// benchmark.
+  void setUpAll() {}
+
+  /// Called once after all runs of this benchmark recorder.
+  ///
+  /// This is useful for doing one-time clean up work after the benchmark is
+  /// complete.
+  void tearDownAll() {}
+
+  /// The body of the benchmark.
+  ///
+  /// This is the part that records measurements of the benchmark.
+  void body(Profile profile);
+
+  @override
+  @nonVirtual
+  Future<Profile> run() async {
+    final Profile profile = Profile(name: name);
+    setUpAll();
+    do {
+      await Future<void>.delayed(Duration.zero);
+      body(profile);
+    } while (profile.shouldContinue());
+    tearDownAll();
+    return profile;
+  }
+}
+
 /// A recorder for benchmarking interactions with the engine without the
 /// framework by directly exercising [SceneBuilder].
 ///
@@ -52,13 +125,13 @@
 /// Example:
 ///
 /// ```
-/// class BenchDrawCircle extends RawRecorder {
+/// class BenchDrawCircle extends SceneBuilderRecorder {
 ///   BenchDrawCircle() : super(name: benchmarkName);
 ///
 ///   static const String benchmarkName = 'draw_circle';
 ///
 ///   @override
-///   void onDrawFrame(SceneBuilder sceneBuilder, FrameMetricsBuilder metricsBuilder) {
+///   void onDrawFrame(SceneBuilder sceneBuilder) {
 ///     final PictureRecorder pictureRecorder = PictureRecorder();
 ///     final Canvas canvas = Canvas(pictureRecorder);
 ///     final Paint paint = Paint()..color = const Color.fromARGB(255, 255, 0, 0);
@@ -69,8 +142,8 @@
 ///   }
 /// }
 /// ```
-abstract class RawRecorder extends Recorder {
-  RawRecorder({@required String name}) : super._(name);
+abstract class SceneBuilderRecorder extends Recorder {
+  SceneBuilderRecorder({@required String name}) : super._(name);
 
   /// Called from [Window.onBeginFrame].
   @mustCallSuper
@@ -81,39 +154,31 @@
   /// An implementation should exercise the [sceneBuilder] to build a frame.
   /// However, it must not call [SceneBuilder.build] or [Window.render].
   /// Instead the benchmark harness will call them and time them appropriately.
-  ///
-  /// The callback is given a [FrameMetricsBuilder] that can be populated
-  /// with various frame-related metrics, such as paint time and layout time.
   void onDrawFrame(SceneBuilder sceneBuilder);
 
   @override
   Future<Profile> run() {
     final Completer<Profile> profileCompleter = Completer<Profile>();
+    final Profile profile = Profile(name: name);
+
     window.onBeginFrame = (_) {
       onBeginFrame();
     };
     window.onDrawFrame = () {
-      Duration sceneBuildDuration;
-      Duration windowRenderDuration;
-      final Duration drawFrameDuration = timeAction(() {
+      profile.record('drawFrameDuration', () {
         final SceneBuilder sceneBuilder = SceneBuilder();
         onDrawFrame(sceneBuilder);
-        sceneBuildDuration = timeAction(() {
+        profile.record('sceneBuildDuration', () {
           final Scene scene = sceneBuilder.build();
-          windowRenderDuration = timeAction(() {
+          profile.record('windowRenderDuration', () {
             window.render(scene);
           });
         });
       });
-      _frames.add(FrameMetrics._(
-        drawFrameDuration: drawFrameDuration,
-        sceneBuildDuration: sceneBuildDuration,
-        windowRenderDuration: windowRenderDuration,
-      ));
-      if (_shouldContinue()) {
+
+      if (profile.shouldContinue()) {
         window.scheduleFrame();
       } else {
-        final Profile profile = _generateProfile();
         profileCompleter.complete(profile);
       }
     };
@@ -183,7 +248,8 @@
 ///   }
 /// }
 /// ```
-abstract class WidgetRecorder extends Recorder implements _RecordingWidgetsBindingListener {
+abstract class WidgetRecorder extends Recorder
+    implements RecordingWidgetsBindingListener {
   WidgetRecorder({@required String name}) : super._(name);
 
   /// Creates a widget to be benchmarked.
@@ -194,6 +260,9 @@
   /// low.
   Widget createWidget();
 
+  @override
+  Profile profile;
+
   final Completer<Profile> _profileCompleter = Completer<Profile>();
 
   Stopwatch _drawFrameStopwatch;
@@ -205,15 +274,11 @@
 
   @override
   void _frameDidDraw() {
-    _frames.add(FrameMetrics._(
-      drawFrameDuration: _drawFrameStopwatch.elapsed,
-      sceneBuildDuration: null,
-      windowRenderDuration: null,
-    ));
-    if (_shouldContinue()) {
+    profile.addDataPoint('drawFrameDuration', _drawFrameStopwatch.elapsed);
+
+    if (profile.shouldContinue()) {
       window.scheduleFrame();
     } else {
-      final Profile profile = _generateProfile();
       _profileCompleter.complete(profile);
     }
   }
@@ -225,10 +290,15 @@
 
   @override
   Future<Profile> run() {
+    profile = Profile(name: name);
     final _RecordingWidgetsBinding binding =
         _RecordingWidgetsBinding.ensureInitialized();
     final Widget widget = createWidget();
     binding._beginRecording(this, widget);
+
+    _profileCompleter.future.whenComplete(() {
+      profile = null;
+    });
     return _profileCompleter.future;
   }
 }
@@ -240,7 +310,8 @@
 /// another frame that clears the screen. It repeats this process, measuring the
 /// performance of frames that render the widget and ignoring the frames that
 /// clear the screen.
-abstract class WidgetBuildRecorder extends Recorder implements _RecordingWidgetsBindingListener {
+abstract class WidgetBuildRecorder extends Recorder
+    implements RecordingWidgetsBindingListener {
   WidgetBuildRecorder({@required String name}) : super._(name);
 
   /// Creates a widget to be benchmarked.
@@ -250,6 +321,9 @@
   /// consider using [WidgetRecorder].
   Widget createWidget();
 
+  @override
+  Profile profile;
+
   final Completer<Profile> _profileCompleter = Completer<Profile>();
 
   Stopwatch _drawFrameStopwatch;
@@ -279,17 +353,13 @@
   void _frameDidDraw() {
     // Only record frames that show the widget.
     if (_showWidget) {
-      _frames.add(FrameMetrics._(
-        drawFrameDuration: _drawFrameStopwatch.elapsed,
-        sceneBuildDuration: null,
-        windowRenderDuration: null,
-      ));
+      profile.addDataPoint('drawFrameDuration', _drawFrameStopwatch.elapsed);
     }
-    if (_shouldContinue()) {
+
+    if (profile.shouldContinue()) {
       _showWidget = !_showWidget;
       _hostState._setStateTrampoline();
     } else {
-      final Profile profile = _generateProfile();
       _profileCompleter.complete(profile);
     }
   }
@@ -301,9 +371,14 @@
 
   @override
   Future<Profile> run() {
+    profile = Profile(name: name);
     final _RecordingWidgetsBinding binding =
         _RecordingWidgetsBinding.ensureInitialized();
     binding._beginRecording(this, _WidgetBuildRecorderHost(this));
+
+    _profileCompleter.future.whenComplete(() {
+      profile = null;
+    });
     return _profileCompleter.future;
   }
 }
@@ -315,7 +390,8 @@
   final WidgetBuildRecorder recorder;
 
   @override
-  State<StatefulWidget> createState() => recorder._hostState = _WidgetBuildRecorderHostState();
+  State<StatefulWidget> createState() =>
+      recorder._hostState = _WidgetBuildRecorderHostState();
 }
 
 class _WidgetBuildRecorderHostState extends State<_WidgetBuildRecorderHost> {
@@ -332,175 +408,181 @@
   }
 }
 
-/// Pumps frames and records frame metrics.
-abstract class Recorder {
-  Recorder._(this.name);
+/// Series of time recordings indexed in time order.
+///
+/// It can calculate [average], [standardDeviation] and [noise]. If the amount
+/// of data collected is higher than [_kMeasuredSampleCount], then these
+/// calculations will only apply to the latest [_kMeasuredSampleCount] data
+/// points.
+class Timeseries {
+  Timeseries();
 
-  /// The name of the benchmark being recorded.
+  /// List of all the values that have been recorded.
+  ///
+  /// This list has no limit.
+  final List<num> _allValues = <num>[];
+
+  /// List of values that are being used for measurement purposes.
+  ///
+  /// [average], [standardDeviation] and [noise] are all based on this list, not
+  /// the [_allValues] list.
+  final List<num> _measuredValues = <num>[];
+
+  /// The total amount of data collected, including ones that were dropped
+  /// because of the sample size limit.
+  int get count => _allValues.length;
+
+  double get average => _computeMean(_measuredValues);
+
+  double get standardDeviation =>
+      _computeStandardDeviationForPopulation(_measuredValues);
+
+  double get noise => standardDeviation / average;
+
+  void add(num value) {
+    _measuredValues.add(value);
+    _allValues.add(value);
+    // Don't let the [_measuredValues] list grow beyond [_kMeasuredSampleCount].
+    if (_measuredValues.length > _kMeasuredSampleCount) {
+      _measuredValues.removeAt(0);
+    }
+  }
+}
+
+/// Base class for a profile collected from running a benchmark.
+class Profile {
+  Profile({@required this.name}) : assert(name != null);
+
+  /// The name of the benchmark that produced this profile.
   final String name;
 
-  /// Frame metrics recorded during a single benchmark run.
-  final List<FrameMetrics> _frames = <FrameMetrics>[];
+  /// This data will be used to display cards in the Flutter Dashboard.
+  final Map<String, Timeseries> scoreData = <String, Timeseries>{};
 
-  /// Runs the benchmark and records a profile containing frame metrics.
-  Future<Profile> run();
+  /// This data isn't displayed anywhere. It's stored for completeness purposes.
+  final Map<String, dynamic> extraData = <String, dynamic>{};
+
+  /// Invokes [callback] and records the duration of its execution under [key].
+  Duration record(String key, VoidCallback callback) {
+    final Duration duration = timeAction(callback);
+    addDataPoint(key, duration);
+    return duration;
+  }
+
+  void addDataPoint(String key, Duration duration) {
+    scoreData.putIfAbsent(key, () => Timeseries()).add(duration.inMicroseconds);
+  }
 
   /// Decides whether the data collected so far is sufficient to stop, or
   /// whether the benchmark should continue collecting more data.
   ///
   /// The signals used are sample size, noise, and duration.
-  bool _shouldContinue() {
-    // Run through a minimum number of frames.
-    if (_frames.length < _kMinSampleCount) {
+  ///
+  /// If any of the timeseries doesn't satisfy the noise requirements, this
+  /// method will return true (asking the benchmark to continue collecting
+  /// data).
+  bool shouldContinue() {
+    // If we haven't recorded anything yet, we don't wanna stop now.
+    if (scoreData.isEmpty) {
       return true;
     }
 
-    final Profile profile = _generateProfile();
+    // Accumulates all the messages to be printed when the final decision is to
+    // stop collecting data.
+    final StringBuffer buffer = StringBuffer();
 
-    // Is it still too noisy?
-    if (profile.drawFrameDurationNoise > _kNoiseThreshold) {
-      // If the benchmark has run long enough, stop it, even if it's noisy under
-      // the assumption that this benchmark is always noisy and there's nothing
-      // we can do about it.
-      if (_frames.length > _kMaxSampleCount) {
-        print(
-          'WARNING: Benchmark noise did not converge below ${_kNoiseThreshold * 100}%. '
-          'Stopping because it reached the maximum number of samples $_kMaxSampleCount. '
-          'Noise level is ${profile.drawFrameDurationNoise * 100}%.',
-        );
-        return false;
+    final Iterable<bool> shouldContinueList = scoreData.keys.map((String key) {
+      final Timeseries timeseries = scoreData[key];
+
+      // Collect enough data points before considering to stop.
+      if (timeseries.count < _kMinSampleCount) {
+        return true;
       }
 
-      // Keep running.
-      return true;
+      // Is it still too noisy?
+      if (timeseries.noise > _kNoiseThreshold) {
+        // If the timeseries has enough data, stop it, even if it's noisy under
+        // the assumption that this benchmark is always noisy and there's nothing
+        // we can do about it.
+        if (timeseries.count > _kMaxSampleCount) {
+          buffer.writeln(
+            'WARNING: Noise of benchmark "$name.$key" did not converge below '
+            '${_ratioToPercent(_kNoiseThreshold)}. Stopping because it reached the '
+            'maximum number of samples $_kMaxSampleCount. Noise level is '
+            '${_ratioToPercent(timeseries.noise)}.',
+          );
+          return false;
+        } else {
+          return true;
+        }
+      }
+
+      buffer.writeln(
+        'SUCCESS: Benchmark converged below ${_ratioToPercent(_kNoiseThreshold)}. '
+        'Noise level is ${_ratioToPercent(timeseries.noise)}.',
+      );
+      return false;
+    });
+
+    // If any of the score data needs to continue to be collected, we should
+    // return true.
+    final bool finalDecision =
+        shouldContinueList.any((bool element) => element);
+    if (!finalDecision) {
+      print(buffer.toString());
+    }
+    return finalDecision;
+  }
+
+  /// Returns a JSON representation of the profile that will be sent to the
+  /// server.
+  Map<String, dynamic> toJson() {
+    final List<String> scoreKeys = <String>[];
+    final Map<String, dynamic> json = <String, dynamic>{
+      'name': name,
+      'scoreKeys': scoreKeys,
+    };
+
+    for (final String key in scoreData.keys) {
+      scoreKeys.add('$key.average');
+      final Timeseries timeseries = scoreData[key];
+      json['$key.average'] = timeseries.average;
+      json['$key.noise'] = timeseries.noise;
     }
 
-    print(
-      'SUCCESS: Benchmark converged below ${_kNoiseThreshold * 100}%. '
-      'Noise level is ${profile.drawFrameDurationNoise * 100}%.',
-    );
-    return false;
-  }
+    json.addAll(extraData);
 
-  Profile _generateProfile() {
-    final List<FrameMetrics> measuredFrames =
-        _frames.sublist(_frames.length - _kMeasuredSampleCount);
-    final Iterable<double> noiseCheckDrawFrameTimes =
-        measuredFrames.map<double>((FrameMetrics metric) =>
-            metric.drawFrameDuration.inMicroseconds.toDouble());
-    final double averageDrawFrameDurationMicros =
-        _computeMean(noiseCheckDrawFrameTimes);
-    final double standardDeviation =
-        _computeStandardDeviationForPopulation(noiseCheckDrawFrameTimes);
-    final double drawFrameDurationNoise =
-        standardDeviation / averageDrawFrameDurationMicros;
-
-    return Profile._(
-      name: name,
-      averageDrawFrameDuration:
-          Duration(microseconds: averageDrawFrameDurationMicros.toInt()),
-      drawFrameDurationNoise: drawFrameDurationNoise,
-      frames: measuredFrames,
-    );
-  }
-}
-
-/// Contains metrics for a series of rendered frames.
-@immutable
-class Profile {
-  Profile._({
-    @required this.name,
-    @required this.drawFrameDurationNoise,
-    @required this.averageDrawFrameDuration,
-    @required List<FrameMetrics> frames,
-  }) : frames = List<FrameMetrics>.unmodifiable(frames);
-
-  /// The name of the benchmark that produced this profile.
-  final String name;
-
-  /// Average amount of time [Window.onDrawFrame] took.
-  final Duration averageDrawFrameDuration;
-
-  /// The noise, as a fraction of [averageDrawFrameDuration], measure from the [frames].
-  final double drawFrameDurationNoise;
-
-  /// Frame metrics recorded during a single benchmark run.
-  final List<FrameMetrics> frames;
-
-  Map<String, dynamic> toJson() {
-    return <String, dynamic>{
-      'name': name,
-      'scoreKeys': <String>['averageDrawFrameDuration'],
-      'averageDrawFrameDuration': averageDrawFrameDuration.inMicroseconds,
-      'drawFrameDurationNoise': drawFrameDurationNoise,
-      'frames': frames
-          .map((FrameMetrics frameMetrics) => frameMetrics.toJson())
-          .toList(),
-    };
+    return json;
   }
 
   @override
   String toString() {
-    return _formatToStringLines(<String>[
-      'benchmark: $name',
-      'averageDrawFrameDuration: ${averageDrawFrameDuration.inMicroseconds}μs',
-      'drawFrameDurationNoise: ${drawFrameDurationNoise * 100}%',
-      'frames:',
-      ...frames.expand((FrameMetrics frame) =>
-          '$frame\n'.split('\n').map((String line) => '- $line\n')),
-    ]);
+    final StringBuffer buffer = StringBuffer();
+    buffer.writeln('name: $name');
+    for (final String key in scoreData.keys) {
+      final Timeseries timeseries = scoreData[key];
+      buffer.writeln('$key:');
+      buffer.writeln(' | average: ${timeseries.average} μs');
+      buffer.writeln(' | noise: ${_ratioToPercent(timeseries.noise)}');
+    }
+    for (final String key in extraData.keys) {
+      final dynamic value = extraData[key];
+      if (value is List) {
+        buffer.writeln('$key:');
+        for (final dynamic item in value) {
+          buffer.writeln(' - $item');
+        }
+      } else {
+        buffer.writeln('$key: $value');
+      }
+    }
+    return buffer.toString();
   }
 }
 
-/// Contains metrics for a single frame.
-class FrameMetrics {
-  FrameMetrics._({
-    @required this.drawFrameDuration,
-    @required this.sceneBuildDuration,
-    @required this.windowRenderDuration,
-  });
-
-  /// Total amount of time taken by [Window.onDrawFrame].
-  final Duration drawFrameDuration;
-
-  /// The amount of time [SceneBuilder.build] took.
-  final Duration sceneBuildDuration;
-
-  /// The amount of time [Window.render] took.
-  final Duration windowRenderDuration;
-
-  Map<String, dynamic> toJson() {
-    return <String, dynamic>{
-      'drawFrameDuration': drawFrameDuration.inMicroseconds,
-      if (sceneBuildDuration != null)
-        'sceneBuildDuration': sceneBuildDuration.inMicroseconds,
-      if (windowRenderDuration != null)
-        'windowRenderDuration': windowRenderDuration.inMicroseconds,
-    };
-  }
-
-  @override
-  String toString() {
-    return _formatToStringLines(<String>[
-      'drawFrameDuration: ${drawFrameDuration.inMicroseconds}μs',
-      if (sceneBuildDuration != null)
-        'sceneBuildDuration: ${sceneBuildDuration.inMicroseconds}μs',
-      if (windowRenderDuration != null)
-        'windowRenderDuration: ${windowRenderDuration.inMicroseconds}μs',
-    ]);
-  }
-}
-
-String _formatToStringLines(List<String> lines) {
-  return lines
-      .map((String line) => line.trim())
-      .where((String line) => line.isNotEmpty)
-      .join('\n');
-}
-
 /// Computes the arithmetic mean (or average) of given [values].
-double _computeMean(Iterable<double> values) {
-  final double sum = values.reduce((double a, double b) => a + b);
+double _computeMean(Iterable<num> values) {
+  final num sum = values.reduce((num a, num b) => a + b);
   return sum / values.length;
 }
 
@@ -511,20 +593,24 @@
 /// See also:
 ///
 /// * https://en.wikipedia.org/wiki/Standard_deviation
-double _computeStandardDeviationForPopulation(Iterable<double> population) {
+double _computeStandardDeviationForPopulation(Iterable<num> population) {
   final double mean = _computeMean(population);
   final double sumOfSquaredDeltas = population.fold<double>(
     0.0,
-    (double previous, double value) => previous += math.pow(value - mean, 2),
+    (double previous, num value) => previous += math.pow(value - mean, 2),
   );
   return math.sqrt(sumOfSquaredDeltas / population.length);
 }
 
+String _ratioToPercent(double value) {
+  return '${(value * 100).toStringAsFixed(2)}%';
+}
+
 /// Implemented by recorders that use [_RecordingWidgetsBinding] to receive
 /// frame life-cycle calls.
-abstract class _RecordingWidgetsBindingListener {
-  /// Whether the binding should continue pumping frames.
-  bool _shouldContinue();
+abstract class RecordingWidgetsBindingListener {
+  /// The profile where the benchmark is collecting metrics.
+  Profile profile;
 
   /// Called just before calling [SchedulerBinding.handleDrawFrame].
   void _frameWillDraw();
@@ -563,10 +649,11 @@
     return WidgetsBinding.instance as _RecordingWidgetsBinding;
   }
 
-  _RecordingWidgetsBindingListener _listener;
+  RecordingWidgetsBindingListener _listener;
   bool _hasErrored = false;
 
-  void _beginRecording(_RecordingWidgetsBindingListener recorder, Widget widget) {
+  void _beginRecording(
+      RecordingWidgetsBindingListener recorder, Widget widget) {
     final FlutterExceptionHandler originalOnError = FlutterError.onError;
 
     // Fail hard and fast on errors. Benchmarks should not have any errors.
@@ -582,7 +669,7 @@
     runApp(widget);
   }
 
-  /// To avoid calling [Recorder._shouldContinue] every time [scheduleFrame] is
+  /// To avoid calling [Profile.shouldContinue] every time [scheduleFrame] is
   /// called, we cache this value at the beginning of the frame.
   bool _benchmarkStopped = false;
 
@@ -592,7 +679,7 @@
     if (_hasErrored) {
       return;
     }
-    _benchmarkStopped = !_listener._shouldContinue();
+    _benchmarkStopped = !_listener.profile.shouldContinue();
     super.handleBeginFrame(rawTimeStamp);
   }
 
diff --git a/dev/benchmarks/macrobenchmarks/lib/web_benchmarks.dart b/dev/benchmarks/macrobenchmarks/lib/web_benchmarks.dart
index a5b6f21..8d88442 100644
--- a/dev/benchmarks/macrobenchmarks/lib/web_benchmarks.dart
+++ b/dev/benchmarks/macrobenchmarks/lib/web_benchmarks.dart
@@ -6,6 +6,7 @@
 import 'dart:convert' show json;
 import 'dart:html' as html;
 
+import 'package:macrobenchmarks/src/web/bench_text_layout.dart';
 import 'package:macrobenchmarks/src/web/bench_text_out_of_picture_bounds.dart';
 
 import 'src/web/bench_build_material_checkbox.dart';
@@ -17,6 +18,8 @@
 
 typedef RecorderFactory = Recorder Function();
 
+const bool isCanvasKit = bool.fromEnvironment('FLUTTER_WEB_USE_SKIA', defaultValue: false);
+
 /// List of all benchmarks that run in the devicelab.
 ///
 /// When adding a new benchmark, add it to this map. Make sure that the name
@@ -27,6 +30,12 @@
   BenchTextOutOfPictureBounds.benchmarkName: () => BenchTextOutOfPictureBounds(),
   BenchSimpleLazyTextScroll.benchmarkName: () => BenchSimpleLazyTextScroll(),
   BenchBuildMaterialCheckbox.benchmarkName: () => BenchBuildMaterialCheckbox(),
+
+  // Benchmarks that we don't want to run using CanvasKit.
+  if (!isCanvasKit) ...<String, RecorderFactory>{
+    BenchTextDomLayout.benchmarkName: () => BenchTextDomLayout(),
+    BenchTextDomCachedLayout.benchmarkName: () => BenchTextDomCachedLayout(),
+  }
 };
 
 /// Whether we fell back to manual mode.
diff --git a/dev/devicelab/lib/tasks/web_benchmarks.dart b/dev/devicelab/lib/tasks/web_benchmarks.dart
index 0211fe0..8d41970 100644
--- a/dev/devicelab/lib/tasks/web_benchmarks.dart
+++ b/dev/devicelab/lib/tasks/web_benchmarks.dart
@@ -138,10 +138,6 @@
             throw 'Score key is empty in benchmark "$benchmarkName". '
                 'Received [${scoreKeys.join(', ')}]';
           }
-          if (scoreKey.contains('.')) {
-            throw 'Score key contain dots in benchmark "$benchmarkName". '
-                'Received [${scoreKeys.join(', ')}]';
-          }
           benchmarkScoreKeys.add('$namespace.$scoreKey');
         }