diff --git a/osu.Game.Rulesets.Osu/OsuRuleset.cs b/osu.Game.Rulesets.Osu/OsuRuleset.cs
index 0496d1f680..487d81f35b 100644
--- a/osu.Game.Rulesets.Osu/OsuRuleset.cs
+++ b/osu.Game.Rulesets.Osu/OsuRuleset.cs
@@ -320,16 +320,21 @@ namespace osu.Game.Rulesets.Osu
                     RelativeSizeAxes = Axes.X,
                     Height = 250
                 }, true),
+                new StatisticItem("Timing Statistics", () => new SimpleStatisticTable(2, new SimpleStatisticItem[]
+                {
+                    new AverageHitError(timedHitEvents),
+                    new UnstableRate(timedHitEvents)
+                }), true),
                 new StatisticItem("Accuracy Heatmap", () => new AccuracyHeatmap(score, playableBeatmap)
                 {
                     RelativeSizeAxes = Axes.X,
                     Height = 250
                 }, true),
-                new StatisticItem("Statistics", () => new SimpleStatisticTable(2, new SimpleStatisticItem[]
+                new StatisticItem("Aim Statistics", () => new SimpleStatisticTable(2, new SimpleStatisticItem[]
                 {
-                    new AverageHitError(timedHitEvents),
-                    new UnstableRate(timedHitEvents)
-                }), true)
+                    new AverageAimError(timedHitEvents),
+                    new AimError(timedHitEvents)
+                }), true),
             };
         }
 
diff --git a/osu.Game.Rulesets.Osu/Statistics/AimError.cs b/osu.Game.Rulesets.Osu/Statistics/AimError.cs
new file mode 100644
index 0000000000..0d91fff1ad
--- /dev/null
+++ b/osu.Game.Rulesets.Osu/Statistics/AimError.cs
@@ -0,0 +1,67 @@
+// Copyright (c) ppy Pty Ltd <contact@ppy.sh>. Licensed under the MIT Licence.
+// See the LICENCE file in the repository root for full licence text.
+
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using osu.Game.Rulesets.Osu.Objects;
+using osu.Game.Rulesets.Scoring;
+using osu.Game.Screens.Ranking.Statistics;
+using osuTK;
+
+namespace osu.Game.Rulesets.Osu.Statistics
+{
+    /// <summary>
+    /// Displays the unstable rate statistic for a given play.
+    /// </summary>
+    public partial class AimError : SimpleStatisticItem<double?>
+    {
+        private readonly List<Vector2> hitPoints = new List<Vector2>();
+
+        /// <summary>
+        /// Creates and computes an <see cref="AimError"/> statistic.
+        /// </summary>
+        public AimError(IEnumerable<HitEvent> hitEvents)
+            : base("Aim Error")
+        {
+            Value = calculateAimError(hitEvents);
+        }
+
+        private double? calculateAimError(IEnumerable<HitEvent> hitEvents)
+        {
+            IEnumerable<HitEvent> rawHitPositions = hitEvents.Where(affectsAimError);
+
+            if (!rawHitPositions.Any())
+                return null;
+
+            foreach (var e in hitEvents.Where(e => e.HitObject is HitCircle && !(e.HitObject is SliderTailCircle)))
+            {
+                if (e.LastHitObject == null || e.Position == null)
+                    continue;
+
+                addAngleAdjustedPoint(((OsuHitObject)e.LastHitObject).StackedEndPosition, ((OsuHitObject)e.HitObject).StackedEndPosition, e.Position.Value);
+            }
+
+            Vector2 averagePosition = new Vector2(hitPoints.Sum(x => x[0]), hitPoints.Sum(x => x[1])) / hitEvents.Where(affectsAimError).Count();
+
+            return Math.Sqrt(hitPoints.Average(x => (x - averagePosition).LengthSquared)) * 10;
+        }
+
+        private void addAngleAdjustedPoint(Vector2 start, Vector2 end, Vector2 hitPoint)
+        {
+            double angle1 = Math.Atan2(end.Y - hitPoint.Y, hitPoint.X - end.X); // Angle between the end point and the hit point.
+            double angle2 = Math.Atan2(end.Y - start.Y, start.X - end.X); // Angle between the end point and the start point.
+            double finalAngle = angle2 - angle1; // Angle between start, end, and hit points.
+
+            double distanceFromCenter = (hitPoint - end).Length;
+
+            Vector2 angleAdjustedPoint = new Vector2((float)(Math.Sin(finalAngle) * distanceFromCenter), (float)(Math.Cos(finalAngle) * distanceFromCenter));
+
+            hitPoints.Add(angleAdjustedPoint);
+        }
+
+        private bool affectsAimError(HitEvent hitEvent) => hitEvent.HitObject is HitCircle && !(hitEvent.HitObject is SliderTailCircle) && hitEvent.Result.IsHit();
+
+        protected override string DisplayValue(double? value) => value == null ? "(not available)" : value.Value.ToString(@"N2");
+    }
+}
diff --git a/osu.Game.Rulesets.Osu/Statistics/AverageAimError.cs b/osu.Game.Rulesets.Osu/Statistics/AverageAimError.cs
new file mode 100644
index 0000000000..e149c5f3b1
--- /dev/null
+++ b/osu.Game.Rulesets.Osu/Statistics/AverageAimError.cs
@@ -0,0 +1,68 @@
+// Copyright (c) ppy Pty Ltd <contact@ppy.sh>. Licensed under the MIT Licence.
+// See the LICENCE file in the repository root for full licence text.
+
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using osu.Game.Rulesets.Osu.Objects;
+using osu.Game.Rulesets.Scoring;
+using osu.Game.Screens.Ranking.Statistics;
+using osuTK;
+
+namespace osu.Game.Rulesets.Osu.Statistics
+{
+    /// <summary>
+    /// Displays the unstable rate statistic for a given play.
+    /// </summary>
+    public partial class AverageAimError : SimpleStatisticItem<double?>
+    {
+        private readonly List<Vector2> hitPoints = new List<Vector2>();
+
+        /// <summary>
+        /// Creates and computes an <see cref="AverageHitError"/> statistic.
+        /// </summary>
+        /// <param name="hitEvents">Sequence of <see cref="HitEvent"/>s to calculate the unstable rate based on.</param>
+        public AverageAimError(IEnumerable<HitEvent> hitEvents)
+            : base("Average Hit Error")
+        {
+            Value = calculateAverageAimError(hitEvents);
+        }
+
+        private double? calculateAverageAimError(IEnumerable<HitEvent> hitEvents)
+        {
+            IEnumerable<HitEvent> rawHitPositions = hitEvents.Where(affectsAimError);
+
+            if (!rawHitPositions.Any())
+                return null;
+
+            foreach (var e in rawHitPositions)
+            {
+                if (e.LastHitObject == null || e.Position == null)
+                    continue;
+
+                addAngleAdjustedPoint(((OsuHitObject)e.LastHitObject).StackedEndPosition, ((OsuHitObject)e.HitObject).StackedEndPosition, e.Position.Value);
+            }
+
+            Vector2 averagePosition = new Vector2(hitPoints.Sum(x => x[0]), hitPoints.Sum(x => x[1])) / rawHitPositions.Count();
+
+            return averagePosition.Length;
+        }
+
+        private void addAngleAdjustedPoint(Vector2 start, Vector2 end, Vector2 hitPoint)
+        {
+            double angle1 = Math.Atan2(end.Y - hitPoint.Y, hitPoint.X - end.X); // Angle between the end point and the hit point.
+            double angle2 = Math.Atan2(end.Y - start.Y, start.X - end.X); // Angle between the end point and the start point.
+            double finalAngle = angle2 - angle1; // Angle between start, end, and hit points.
+
+            double distanceFromCenter = (hitPoint - end).Length;
+
+            Vector2 angleAdjustedPoint = new Vector2((float)(Math.Sin(finalAngle) * distanceFromCenter), (float)(Math.Cos(finalAngle) * distanceFromCenter));
+
+            hitPoints.Add(angleAdjustedPoint);
+        }
+
+        private bool affectsAimError(HitEvent hitEvent) => hitEvent.HitObject is HitCircle && !(hitEvent.HitObject is SliderTailCircle) && hitEvent.Result.IsHit();
+
+        protected override string DisplayValue(double? value) => value == null ? "(not available)" : $"{Math.Abs(value.Value):N2} osu!px from center";
+    }
+}