Merge branch 'master' into room-management-lio

.idea/.idea.osu.Android/.idea/deploymentTargetSelector.xml

@@ -0,0 +1,10 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="deploymentTargetSelector">
+    <selectionStates>
+      <SelectionState runConfigName="osu.Android">
+        <option name="selectionMode" value="DROPDOWN" />
+      </SelectionState>
+    </selectionStates>
+  </component>
+</project>

Templates/Rulesets/ruleset-empty/osu.Game.Rulesets.EmptyFreeform.Tests/osu.Game.Rulesets.EmptyFreeform.Tests.csproj

@@ -9,7 +9,7 @@
       <GenerateProgramFile>false</GenerateProgramFile>
     </PropertyGroup>
   <ItemGroup Label="Package References">
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.12.0" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.13.0" />
     <PackageReference Include="NUnit" Version="3.14.0" />
     <PackageReference Include="NUnit3TestAdapter" Version="4.6.0" />
   </ItemGroup>

Templates/Rulesets/ruleset-example/osu.Game.Rulesets.Pippidon.Tests/osu.Game.Rulesets.Pippidon.Tests.csproj

@@ -9,7 +9,7 @@
     <GenerateProgramFile>false</GenerateProgramFile>
   </PropertyGroup>
   <ItemGroup Label="Package References">
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.12.0" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.13.0" />
     <PackageReference Include="NUnit" Version="3.14.0" />
     <PackageReference Include="NUnit3TestAdapter" Version="4.6.0" />
   </ItemGroup>

Templates/Rulesets/ruleset-scrolling-empty/osu.Game.Rulesets.EmptyScrolling.Tests/osu.Game.Rulesets.EmptyScrolling.Tests.csproj

@@ -9,7 +9,7 @@
     <GenerateProgramFile>false</GenerateProgramFile>
   </PropertyGroup>
   <ItemGroup Label="Package References">
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.12.0" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.13.0" />
     <PackageReference Include="NUnit" Version="3.14.0" />
     <PackageReference Include="NUnit3TestAdapter" Version="4.6.0" />
   </ItemGroup>

Templates/Rulesets/ruleset-scrolling-example/osu.Game.Rulesets.Pippidon.Tests/osu.Game.Rulesets.Pippidon.Tests.csproj

@@ -9,7 +9,7 @@
     <GenerateProgramFile>false</GenerateProgramFile>
   </PropertyGroup>
   <ItemGroup Label="Package References">
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.12.0" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.13.0" />
     <PackageReference Include="NUnit" Version="3.14.0" />
     <PackageReference Include="NUnit3TestAdapter" Version="4.6.0" />
   </ItemGroup>

osu.Android.props

@@ -10,7 +10,7 @@
     <EmbedAssembliesIntoApk>true</EmbedAssembliesIntoApk>
   </PropertyGroup>
   <ItemGroup>
-    <PackageReference Include="ppy.osu.Framework.Android" Version="2025.204.0" />
+    <PackageReference Include="ppy.osu.Framework.Android" Version="2025.225.0" />
   </ItemGroup>
   <PropertyGroup>
     <!-- Fody does not handle Android build well, and warns when unchanged.

osu.Android/OsuGameAndroid.cs

@@ -12,6 +12,7 @@ using osu.Game;
 using osu.Game.Screens;
 using osu.Game.Updater;
 using osu.Game.Utils;
+using osuTK;
 
 namespace osu.Android
 {
@@ -20,6 +21,8 @@ namespace osu.Android
         [Cached]
         private readonly OsuGameActivity gameActivity;
 
+        public override Vector2 ScalingContainerTargetDrawSize => new Vector2(1024, 1024 * DrawHeight / DrawWidth);
+
         public OsuGameAndroid(OsuGameActivity activity)
             : base(null)
         {

osu.Desktop/osu.Desktop.csproj

@@ -24,7 +24,7 @@
     <ProjectReference Include="..\osu.Game.Rulesets.Taiko\osu.Game.Rulesets.Taiko.csproj" />
   </ItemGroup>
   <ItemGroup Label="Package References">
-    <PackageReference Include="System.IO.Packaging" Version="9.0.0" />
+    <PackageReference Include="System.IO.Packaging" Version="9.0.2" />
     <PackageReference Include="DiscordRichPresence" Version="1.2.1.24" />
     <PackageReference Include="Velopack" Version="0.0.1053" />
   </ItemGroup>

osu.Game.Rulesets.Catch.Tests/osu.Game.Rulesets.Catch.Tests.csproj

@@ -1,7 +1,7 @@
 <Project Sdk="Microsoft.NET.Sdk">
   <Import Project="..\osu.TestProject.props" />
   <ItemGroup Label="Package References">
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.12.0" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.13.0" />
     <PackageReference Include="NUnit" Version="3.14.0" />
     <PackageReference Include="NUnit3TestAdapter" Version="4.6.0" />
   </ItemGroup>

osu.Game.Rulesets.Catch/Difficulty/CatchDifficultyAttributes.cs

@@ -2,7 +2,6 @@
 // See the LICENCE file in the repository root for full licence text.
 
 using System.Collections.Generic;
-using Newtonsoft.Json;
 using osu.Game.Beatmaps;
 using osu.Game.Rulesets.Difficulty;
 
@@ -10,15 +9,6 @@ namespace osu.Game.Rulesets.Catch.Difficulty
 {
     public class CatchDifficultyAttributes : DifficultyAttributes
     {
-        /// <summary>
-        /// The perceived approach rate inclusive of rate-adjusting mods (DT/HT/etc).
-        /// </summary>
-        /// <remarks>
-        /// Rate-adjusting mods don't directly affect the approach rate difficulty value, but have a perceived effect as a result of adjusting audio timing.
-        /// </remarks>
-        [JsonProperty("approach_rate")]
-        public double ApproachRate { get; set; }
-
         public override IEnumerable<(int attributeId, object value)> ToDatabaseAttributes()
         {
             foreach (var v in base.ToDatabaseAttributes())
@@ -26,7 +16,6 @@ namespace osu.Game.Rulesets.Catch.Difficulty
 
             // Todo: osu!catch should not output star rating in the 'aim' attribute.
             yield return (ATTRIB_ID_AIM, StarRating);
-            yield return (ATTRIB_ID_APPROACH_RATE, ApproachRate);
         }
 
         public override void FromDatabaseAttributes(IReadOnlyDictionary<int, double> values, IBeatmapOnlineInfo onlineInfo)
@@ -34,7 +23,6 @@ namespace osu.Game.Rulesets.Catch.Difficulty
             base.FromDatabaseAttributes(values, onlineInfo);
 
             StarRating = values[ATTRIB_ID_AIM];
-            ApproachRate = values[ATTRIB_ID_APPROACH_RATE];
         }
     }
 }

osu.Game.Rulesets.Catch/Difficulty/CatchDifficultyCalculator.cs

@@ -3,6 +3,7 @@
 
 using System;
 using System.Collections.Generic;
+using System.Linq;
 using osu.Game.Beatmaps;
 using osu.Game.Rulesets.Catch.Beatmaps;
 using osu.Game.Rulesets.Catch.Difficulty.Preprocessing;
@@ -35,14 +36,10 @@ namespace osu.Game.Rulesets.Catch.Difficulty
             if (beatmap.HitObjects.Count == 0)
                 return new CatchDifficultyAttributes { Mods = mods };
 
-            // this is the same as osu!, so there's potential to share the implementation... maybe
-            double preempt = IBeatmapDifficultyInfo.DifficultyRange(beatmap.Difficulty.ApproachRate, 1800, 1200, 450) / clockRate;
-
             CatchDifficultyAttributes attributes = new CatchDifficultyAttributes
             {
-                StarRating = Math.Sqrt(skills[0].DifficultyValue()) * difficulty_multiplier,
+                StarRating = Math.Sqrt(skills.OfType<Movement>().Single().DifficultyValue()) * difficulty_multiplier,
                 Mods = mods,
-                ApproachRate = preempt > 1200.0 ? -(preempt - 1800.0) / 120.0 : -(preempt - 1200.0) / 150.0 + 5.0,
                 MaxCombo = beatmap.GetMaxCombo(),
             };
 

osu.Game.Rulesets.Catch/Difficulty/CatchPerformanceCalculator.cs

@@ -3,6 +3,9 @@
 
 using System;
 using System.Linq;
+using osu.Framework.Audio.Track;
+using osu.Framework.Extensions.IEnumerableExtensions;
+using osu.Game.Beatmaps;
 using osu.Game.Rulesets.Difficulty;
 using osu.Game.Rulesets.Mods;
 using osu.Game.Scoring;
@@ -50,7 +53,19 @@ namespace osu.Game.Rulesets.Catch.Difficulty
             if (catchAttributes.MaxCombo > 0)
                 value *= Math.Min(Math.Pow(score.MaxCombo, 0.8) / Math.Pow(catchAttributes.MaxCombo, 0.8), 1.0);
 
-            double approachRate = catchAttributes.ApproachRate;
+            var difficulty = score.BeatmapInfo!.Difficulty.Clone();
+
+            score.Mods.OfType<IApplicableToDifficulty>().ForEach(m => m.ApplyToDifficulty(difficulty));
+
+            var track = new TrackVirtual(10000);
+            score.Mods.OfType<IApplicableToTrack>().ForEach(m => m.ApplyToTrack(track));
+            double clockRate = track.Rate;
+
+            // this is the same as osu!, so there's potential to share the implementation... maybe
+            double preempt = IBeatmapDifficultyInfo.DifficultyRange(difficulty.ApproachRate, 1800, 1200, 450) / clockRate;
+
+            double approachRate = preempt > 1200.0 ? -(preempt - 1800.0) / 120.0 : -(preempt - 1200.0) / 150.0 + 5.0;
+
             double approachRateFactor = 1.0;
             if (approachRate > 9.0)
                 approachRateFactor += 0.1 * (approachRate - 9.0); // 10% for each AR above 9

osu.Game.Rulesets.Catch/Difficulty/Skills/Movement.cs

@@ -26,7 +26,9 @@ namespace osu.Game.Rulesets.Catch.Difficulty.Skills
 
         private float? lastPlayerPosition;
         private float lastDistanceMoved;
+        private float lastExactDistanceMoved;
         private double lastStrainTime;
+        private bool isInBuzzSection;
 
         /// <summary>
         /// The speed multiplier applied to the player's catcher.
@@ -59,6 +61,9 @@ namespace osu.Game.Rulesets.Catch.Difficulty.Skills
 
             float distanceMoved = playerPosition - lastPlayerPosition.Value;
 
+            // For the exact position we consider that the catcher is in the correct position for both objects
+            float exactDistanceMoved = catchCurrent.NormalizedPosition - lastPlayerPosition.Value;
+
             double weightedStrainTime = catchCurrent.StrainTime + 13 + (3 / catcherSpeedMultiplier);
 
             double distanceAddition = (Math.Pow(Math.Abs(distanceMoved), 1.3) / 510);
@@ -92,12 +97,30 @@ namespace osu.Game.Rulesets.Catch.Difficulty.Skills
                     playerPosition = catchCurrent.NormalizedPosition;
                 }
 
-                distanceAddition *= 1.0 + edgeDashBonus * ((20 - catchCurrent.LastObject.DistanceToHyperDash) / 20) * Math.Pow((Math.Min(catchCurrent.StrainTime * catcherSpeedMultiplier, 265) / 265), 1.5); // Edge Dashes are easier at lower ms values
+                distanceAddition *= 1.0 + edgeDashBonus * ((20 - catchCurrent.LastObject.DistanceToHyperDash) / 20)
+                                                        * Math.Pow((Math.Min(catchCurrent.StrainTime * catcherSpeedMultiplier, 265) / 265), 1.5); // Edge Dashes are easier at lower ms values
+            }
+
+            // There is an edge case where horizontal back and forth sliders create "buzz" patterns which are repeated "movements" with a distance lower than
+            // the platter's width but high enough to be considered a movement due to the absolute_player_positioning_error and normalized_hitobject_radius offsets
+            // We are detecting this exact scenario. The first back and forth is counted but all subsequent ones are nullified.
+            // To achieve that, we need to store the exact distances (distance ignoring absolute_player_positioning_error and normalized_hitobject_radius)
+            if (Math.Abs(exactDistanceMoved) <= HalfCatcherWidth * 2 && exactDistanceMoved == -lastExactDistanceMoved && catchCurrent.StrainTime == lastStrainTime)
+            {
+                if (isInBuzzSection)
+                    distanceAddition = 0;
+                else
+                    isInBuzzSection = true;
+            }
+            else
+            {
+                isInBuzzSection = false;
             }
 
             lastPlayerPosition = playerPosition;
             lastDistanceMoved = distanceMoved;
             lastStrainTime = catchCurrent.StrainTime;
+            lastExactDistanceMoved = exactDistanceMoved;
 
             return distanceAddition / weightedStrainTime;
         }

osu.Game.Rulesets.Catch/Edit/CatchSelectionHandler.cs

@@ -5,6 +5,7 @@ using System;
 using System.Collections.Generic;
 using System.Linq;
 using osu.Framework.Allocation;
+using osu.Framework.Input.Events;
 using osu.Game.Rulesets.Catch.Objects;
 using osu.Game.Rulesets.Catch.UI;
 using osu.Game.Rulesets.Objects;
@@ -12,6 +13,7 @@ using osu.Game.Rulesets.UI;
 using osu.Game.Rulesets.UI.Scrolling;
 using osu.Game.Screens.Edit.Compose.Components;
 using osuTK;
+using osuTK.Input;
 using Direction = osu.Framework.Graphics.Direction;
 
 namespace osu.Game.Rulesets.Catch.Edit
@@ -38,6 +40,13 @@ namespace osu.Game.Rulesets.Catch.Edit
                 return true;
             }
 
+            moveSelection(deltaX);
+
+            return true;
+        }
+
+        private void moveSelection(float deltaX)
+        {
             EditorBeatmap.PerformOnSelection(h =>
             {
                 if (!(h is CatchHitObject catchObject)) return;
@@ -48,7 +57,60 @@ namespace osu.Game.Rulesets.Catch.Edit
                 foreach (var nested in catchObject.NestedHitObjects.OfType<CatchHitObject>())
                     nested.OriginalX += deltaX;
             });
+        }
 
+        private bool nudgeMovementActive;
+
+        protected override bool OnKeyDown(KeyDownEvent e)
+        {
+            // Until the keys below are global actions, this will prevent conflicts with "seek between sample points"
+            // which has a default of ctrl+shift+arrows.
+            if (e.ShiftPressed)
+                return false;
+
+            if (e.ControlPressed)
+            {
+                switch (e.Key)
+                {
+                    case Key.Left:
+                        return nudgeSelection(-1);
+
+                    case Key.Right:
+                        return nudgeSelection(1);
+                }
+            }
+
+            return false;
+        }
+
+        protected override void OnKeyUp(KeyUpEvent e)
+        {
+            base.OnKeyUp(e);
+
+            if (nudgeMovementActive && !e.ControlPressed)
+            {
+                EditorBeatmap.EndChange();
+                nudgeMovementActive = false;
+            }
+        }
+
+        /// <summary>
+        /// Move the current selection spatially by the specified delta, in gamefield coordinates (ie. the same coordinates as the blueprints).
+        /// </summary>
+        private bool nudgeSelection(float deltaX)
+        {
+            if (!nudgeMovementActive)
+            {
+                nudgeMovementActive = true;
+                EditorBeatmap.BeginChange();
+            }
+
+            var firstBlueprint = SelectedBlueprints.FirstOrDefault();
+
+            if (firstBlueprint == null)
+                return false;
+
+            moveSelection(deltaX);
             return true;
         }
 

osu.Game.Rulesets.Catch/UI/CatchPlayfieldAdjustmentContainer.cs

@@ -1,6 +1,7 @@
 // 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 osu.Framework.Allocation;
 using osu.Framework.Graphics;
 using osu.Framework.Graphics.Containers;
 using osu.Game.Rulesets.UI;
@@ -15,6 +16,8 @@ namespace osu.Game.Rulesets.Catch.UI
         protected override Container<Drawable> Content => content;
         private readonly Container content;
 
+        private readonly Container scaleContainer;
+
         public CatchPlayfieldAdjustmentContainer()
         {
             const float base_game_width = 1024f;
@@ -26,30 +29,49 @@ namespace osu.Game.Rulesets.Catch.UI
             Anchor = Anchor.Centre;
             Origin = Anchor.Centre;
 
-            InternalChild = new Container
+            InternalChild = scaleContainer = new Container
             {
-                // This container limits vertical visibility of the playfield to ensure fairness between wide and tall resolutions (i.e. tall resolutions should not see more fruits).
-                // Note that the container still extends across the screen horizontally, so that hit explosions at the sides of the playfield do not get cut off.
-                Name = "Visible area",
                 Anchor = Anchor.Centre,
                 Origin = Anchor.Centre,
-                RelativeSizeAxes = Axes.X,
-                Height = base_game_height + extra_bottom_space,
-                Y = extra_bottom_space / 2,
-                Masking = true,
+                RelativeSizeAxes = Axes.Both,
                 Child = new Container
                 {
-                    Name = "Playable area",
-                    Anchor = Anchor.TopCentre,
-                    Origin = Anchor.TopCentre,
-                    // playfields in stable are positioned vertically at three fourths the difference between the playfield height and the window height in stable.
-                    Y = base_game_height * ((1 - playfield_size_adjust) / 4 * 3),
-                    Size = new Vector2(base_game_width, base_game_height) * playfield_size_adjust,
-                    Child = content = new ScalingContainer { RelativeSizeAxes = Axes.Both }
-                },
+                    // This container limits vertical visibility of the playfield to ensure fairness between wide and tall resolutions (i.e. tall resolutions should not see more fruits).
+                    // Note that the container still extends across the screen horizontally, so that hit explosions at the sides of the playfield do not get cut off.
+                    Name = "Visible area",
+                    Anchor = Anchor.Centre,
+                    Origin = Anchor.Centre,
+                    RelativeSizeAxes = Axes.X,
+                    Height = base_game_height + extra_bottom_space,
+                    Y = extra_bottom_space / 2,
+                    Masking = true,
+                    Child = new Container
+                    {
+                        Name = "Playable area",
+                        Anchor = Anchor.TopCentre,
+                        Origin = Anchor.TopCentre,
+                        // playfields in stable are positioned vertically at three fourths the difference between the playfield height and the window height in stable.
+                        Y = base_game_height * ((1 - playfield_size_adjust) / 4 * 3),
+                        Size = new Vector2(base_game_width, base_game_height) * playfield_size_adjust,
+                        Child = content = new ScalingContainer { RelativeSizeAxes = Axes.Both }
+                    },
+                }
             };
         }
 
+        [BackgroundDependencyLoader]
+        private void load(OsuGame? osuGame)
+        {
+            if (osuGame != null)
+            {
+                // on mobile platforms where the base aspect ratio is wider, the catch playfield
+                // needs to be scaled down to remain playable.
+                const float base_aspect_ratio = 1024f / 768f;
+                float aspectRatio = osuGame.ScalingContainerTargetDrawSize.X / osuGame.ScalingContainerTargetDrawSize.Y;
+                scaleContainer.Scale = new Vector2(base_aspect_ratio / aspectRatio);
+            }
+        }
+
         /// <summary>
         /// A <see cref="Container"/> which scales its content relative to a target width.
         /// </summary>

osu.Game.Rulesets.Mania.Tests/osu.Game.Rulesets.Mania.Tests.csproj

@@ -1,7 +1,7 @@
 <Project Sdk="Microsoft.NET.Sdk">
   <Import Project="..\osu.TestProject.props" />
   <ItemGroup Label="Package References">
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.12.0" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.13.0" />
     <PackageReference Include="NUnit" Version="3.14.0" />
     <PackageReference Include="NUnit3TestAdapter" Version="4.6.0" />
   </ItemGroup>

osu.Game.Rulesets.Mania/Difficulty/ManiaDifficultyAttributes.cs

@@ -2,7 +2,6 @@
 // See the LICENCE file in the repository root for full licence text.
 
 using System.Collections.Generic;
-using Newtonsoft.Json;
 using osu.Game.Beatmaps;
 using osu.Game.Rulesets.Difficulty;
 
@@ -10,22 +9,12 @@ namespace osu.Game.Rulesets.Mania.Difficulty
 {
     public class ManiaDifficultyAttributes : DifficultyAttributes
     {
-        /// <summary>
-        /// The hit window for a GREAT hit inclusive of rate-adjusting mods (DT/HT/etc).
-        /// </summary>
-        /// <remarks>
-        /// Rate-adjusting mods do not affect the hit window at all in osu-stable.
-        /// </remarks>
-        [JsonProperty("great_hit_window")]
-        public double GreatHitWindow { get; set; }
-
         public override IEnumerable<(int attributeId, object value)> ToDatabaseAttributes()
         {
             foreach (var v in base.ToDatabaseAttributes())
                 yield return v;
 
             yield return (ATTRIB_ID_DIFFICULTY, StarRating);
-            yield return (ATTRIB_ID_GREAT_HIT_WINDOW, GreatHitWindow);
         }
 
         public override void FromDatabaseAttributes(IReadOnlyDictionary<int, double> values, IBeatmapOnlineInfo onlineInfo)
@@ -33,7 +22,6 @@ namespace osu.Game.Rulesets.Mania.Difficulty
             base.FromDatabaseAttributes(values, onlineInfo);
 
             StarRating = values[ATTRIB_ID_DIFFICULTY];
-            GreatHitWindow = values[ATTRIB_ID_GREAT_HIT_WINDOW];
         }
     }
 }

osu.Game.Rulesets.Mania/Difficulty/ManiaDifficultyCalculator.cs

@@ -27,7 +27,6 @@ namespace osu.Game.Rulesets.Mania.Difficulty
         private const double difficulty_multiplier = 0.018;
 
         private readonly bool isForCurrentRuleset;
-        private readonly double originalOverallDifficulty;
 
         public override int Version => 20241007;
 
@@ -35,7 +34,6 @@ namespace osu.Game.Rulesets.Mania.Difficulty
             : base(ruleset, beatmap)
         {
             isForCurrentRuleset = beatmap.BeatmapInfo.Ruleset.MatchesOnlineID(ruleset);
-            originalOverallDifficulty = beatmap.BeatmapInfo.Difficulty.OverallDifficulty;
         }
 
         protected override DifficultyAttributes CreateDifficultyAttributes(IBeatmap beatmap, Mod[] mods, Skill[] skills, double clockRate)
@@ -48,11 +46,8 @@ namespace osu.Game.Rulesets.Mania.Difficulty
 
             ManiaDifficultyAttributes attributes = new ManiaDifficultyAttributes
             {
-                StarRating = skills[0].DifficultyValue() * difficulty_multiplier,
+                StarRating = skills.OfType<Strain>().Single().DifficultyValue() * difficulty_multiplier,
                 Mods = mods,
-                // In osu-stable mania, rate-adjustment mods don't affect the hit window.
-                // This is done the way it is to introduce fractional differences in order to match osu-stable for the time being.
-                GreatHitWindow = Math.Ceiling((int)(getHitWindow300(mods) * clockRate) / clockRate),
                 MaxCombo = beatmap.HitObjects.Sum(maxComboForObject),
             };
 
@@ -124,29 +119,5 @@ namespace osu.Game.Rulesets.Mania.Difficulty
                 }).ToArray();
             }
         }
-
-        private double getHitWindow300(Mod[] mods)
-        {
-            if (isForCurrentRuleset)
-            {
-                double od = Math.Min(10.0, Math.Max(0, 10.0 - originalOverallDifficulty));
-                return applyModAdjustments(34 + 3 * od, mods);
-            }
-
-            if (Math.Round(originalOverallDifficulty) > 4)
-                return applyModAdjustments(34, mods);
-
-            return applyModAdjustments(47, mods);
-
-            static double applyModAdjustments(double value, Mod[] mods)
-            {
-                if (mods.Any(m => m is ManiaModHardRock))
-                    value /= 1.4;
-                else if (mods.Any(m => m is ManiaModEasy))
-                    value *= 1.4;
-
-                return value;
-            }
-        }
     }
 }

osu.Game.Rulesets.Osu.Tests/Mods/TestSceneOsuModSuddenDeath.cs

@@ -24,11 +24,15 @@ namespace osu.Game.Rulesets.Osu.Tests.Mods
         {
         }
 
-        [Test]
-        public void TestMissTail() => CreateModTest(new ModTestData
+        [TestCase(true)]
+        [TestCase(false)]
+        public void TestMissTail(bool tailMiss) => CreateModTest(new ModTestData
         {
-            Mod = new OsuModSuddenDeath(),
-            PassCondition = () => ((ModFailConditionTestPlayer)Player).CheckFailed(false),
+            Mod = new OsuModSuddenDeath
+            {
+                FailOnSliderTail = { Value = tailMiss }
+            },
+            PassCondition = () => ((ModFailConditionTestPlayer)Player).CheckFailed(tailMiss),
             Autoplay = false,
             CreateBeatmap = () => new Beatmap
             {

osu.Game.Rulesets.Osu.Tests/OsuDifficultyCalculatorTest.cs

@@ -15,22 +15,22 @@ namespace osu.Game.Rulesets.Osu.Tests
     {
         protected override string ResourceAssembly => "osu.Game.Rulesets.Osu.Tests";
 
-        [TestCase(6.7171144000821119d, 239, "diffcalc-test")]
-        [TestCase(1.4485749025771304d, 54, "zero-length-sliders")]
-        [TestCase(0.42630400627180914d, 4, "very-fast-slider")]
+        [TestCase(6.7331304290522747d, 239, "diffcalc-test")]
+        [TestCase(1.4602604078137214d, 54, "zero-length-sliders")]
+        [TestCase(0.43052813047866129d, 4, "very-fast-slider")]
         [TestCase(0.14143808967817237d, 2, "nan-slider")]
         public void Test(double expectedStarRating, int expectedMaxCombo, string name)
             => base.Test(expectedStarRating, expectedMaxCombo, name);
 
-        [TestCase(8.9825709931204205d, 239, "diffcalc-test")]
-        [TestCase(1.7550169162648608d, 54, "zero-length-sliders")]
-        [TestCase(0.55231632896800109d, 4, "very-fast-slider")]
+        [TestCase(9.6779746353001634d, 239, "diffcalc-test")]
+        [TestCase(1.7691451263718989d, 54, "zero-length-sliders")]
+        [TestCase(0.55785578988249407d, 4, "very-fast-slider")]
         public void TestClockRateAdjusted(double expectedStarRating, int expectedMaxCombo, string name)
             => Test(expectedStarRating, expectedMaxCombo, name, new OsuModDoubleTime());
 
-        [TestCase(6.7171144000821119d, 239, "diffcalc-test")]
-        [TestCase(1.4485749025771304d, 54, "zero-length-sliders")]
-        [TestCase(0.42630400627180914d, 4, "very-fast-slider")]
+        [TestCase(6.7331304290522747d, 239, "diffcalc-test")]
+        [TestCase(1.4602604078137214d, 54, "zero-length-sliders")]
+        [TestCase(0.43052813047866129d, 4, "very-fast-slider")]
         public void TestClassicMod(double expectedStarRating, int expectedMaxCombo, string name)
             => Test(expectedStarRating, expectedMaxCombo, name, new OsuModClassic());
 

osu.Game.Rulesets.Osu.Tests/osu.Game.Rulesets.Osu.Tests.csproj

@@ -1,7 +1,7 @@
 <Project Sdk="Microsoft.NET.Sdk">
   <Import Project="..\osu.TestProject.props" />
   <ItemGroup Label="Package References">
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.12.0" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.13.0" />
     <PackageReference Include="Moq" Version="4.18.4" />
     <PackageReference Include="NUnit" Version="3.14.0" />
     <PackageReference Include="NUnit3TestAdapter" Version="4.6.0" />

osu.Game.Rulesets.Osu/Difficulty/Evaluators/AimEvaluator.cs

@@ -12,9 +12,10 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
     public static class AimEvaluator
     {
         private const double wide_angle_multiplier = 1.5;
-        private const double acute_angle_multiplier = 1.95;
+        private const double acute_angle_multiplier = 2.6;
         private const double slider_multiplier = 1.35;
         private const double velocity_change_multiplier = 0.75;
+        private const double wiggle_multiplier = 1.02;
 
         /// <summary>
         /// Evaluates the difficulty of aiming the current object, based on:
@@ -64,16 +65,16 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
             double acuteAngleBonus = 0;
             double sliderBonus = 0;
             double velocityChangeBonus = 0;
+            double wiggleBonus = 0;
 
             double aimStrain = currVelocity; // Start strain with regular velocity.
 
             if (Math.Max(osuCurrObj.StrainTime, osuLastObj.StrainTime) < 1.25 * Math.Min(osuCurrObj.StrainTime, osuLastObj.StrainTime)) // If rhythms are the same.
             {
-                if (osuCurrObj.Angle != null && osuLastObj.Angle != null && osuLastLastObj.Angle != null)
+                if (osuCurrObj.Angle != null && osuLastObj.Angle != null)
                 {
                     double currAngle = osuCurrObj.Angle.Value;
                     double lastAngle = osuLastObj.Angle.Value;
-                    double lastLastAngle = osuLastLastObj.Angle.Value;
 
                     // Rewarding angles, take the smaller velocity as base.
                     double angleBonus = Math.Min(currVelocity, prevVelocity);
@@ -81,20 +82,27 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
                     wideAngleBonus = calcWideAngleBonus(currAngle);
                     acuteAngleBonus = calcAcuteAngleBonus(currAngle);
 
-                    if (DifficultyCalculationUtils.MillisecondsToBPM(osuCurrObj.StrainTime, 2) < 300) // Only buff deltaTime exceeding 300 bpm 1/2.
-                        acuteAngleBonus = 0;
-                    else
-                    {
-                        acuteAngleBonus *= calcAcuteAngleBonus(lastAngle) // Multiply by previous angle, we don't want to buff unless this is a wiggle type pattern.
-                                           * Math.Min(angleBonus, diameter * 1.25 / osuCurrObj.StrainTime) // The maximum velocity we buff is equal to 125 / strainTime
-                                           * Math.Pow(Math.Sin(Math.PI / 2 * Math.Min(1, (100 - osuCurrObj.StrainTime) / 25)), 2) // scale buff from 150 bpm 1/4 to 200 bpm 1/4
-                                           * Math.Pow(Math.Sin(Math.PI / 2 * (Math.Clamp(osuCurrObj.LazyJumpDistance, radius, diameter) - radius) / radius), 2); // Buff distance exceeding radius up to diameter.
-                    }
+                    // Penalize angle repetition.
+                    wideAngleBonus *= 1 - Math.Min(wideAngleBonus, Math.Pow(calcWideAngleBonus(lastAngle), 3));
+                    acuteAngleBonus *= 0.08 + 0.92 * (1 - Math.Min(acuteAngleBonus, Math.Pow(calcAcuteAngleBonus(lastAngle), 3)));
 
-                    // Penalize wide angles if they're repeated, reducing the penalty as the lastAngle gets more acute.
-                    wideAngleBonus *= angleBonus * (1 - Math.Min(wideAngleBonus, Math.Pow(calcWideAngleBonus(lastAngle), 3)));
-                    // Penalize acute angles if they're repeated, reducing the penalty as the lastLastAngle gets more obtuse.
-                    acuteAngleBonus *= 0.5 + 0.5 * (1 - Math.Min(acuteAngleBonus, Math.Pow(calcAcuteAngleBonus(lastLastAngle), 3)));
+                    // Apply full wide angle bonus for distance more than one diameter
+                    wideAngleBonus *= angleBonus * DifficultyCalculationUtils.Smootherstep(osuCurrObj.LazyJumpDistance, 0, diameter);
+
+                    // Apply acute angle bonus for BPM above 300 1/2 and distance more than one diameter
+                    acuteAngleBonus *= angleBonus *
+                                       DifficultyCalculationUtils.Smootherstep(DifficultyCalculationUtils.MillisecondsToBPM(osuCurrObj.StrainTime, 2), 300, 400) *
+                                       DifficultyCalculationUtils.Smootherstep(osuCurrObj.LazyJumpDistance, diameter, diameter * 2);
+
+                    // Apply wiggle bonus for jumps that are [radius, 3*diameter] in distance, with < 110 angle
+                    // https://www.desmos.com/calculator/dp0v0nvowc
+                    wiggleBonus = angleBonus
+                                  * DifficultyCalculationUtils.Smootherstep(osuCurrObj.LazyJumpDistance, radius, diameter)
+                                  * Math.Pow(DifficultyCalculationUtils.ReverseLerp(osuCurrObj.LazyJumpDistance, diameter * 3, diameter), 1.8)
+                                  * DifficultyCalculationUtils.Smootherstep(currAngle, double.DegreesToRadians(110), double.DegreesToRadians(60))
+                                  * DifficultyCalculationUtils.Smootherstep(osuLastObj.LazyJumpDistance, radius, diameter)
+                                  * Math.Pow(DifficultyCalculationUtils.ReverseLerp(osuLastObj.LazyJumpDistance, diameter * 3, diameter), 1.8)
+                                  * DifficultyCalculationUtils.Smootherstep(lastAngle, double.DegreesToRadians(110), double.DegreesToRadians(60));
                 }
             }
 
@@ -122,6 +130,8 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
                 sliderBonus = osuLastObj.TravelDistance / osuLastObj.TravelTime;
             }
 
+            aimStrain += wiggleBonus * wiggle_multiplier;
+
             // Add in acute angle bonus or wide angle bonus + velocity change bonus, whichever is larger.
             aimStrain += Math.Max(acuteAngleBonus * acute_angle_multiplier, wideAngleBonus * wide_angle_multiplier + velocityChangeBonus * velocity_change_multiplier);
 
@@ -132,8 +142,8 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
             return aimStrain;
         }
 
-        private static double calcWideAngleBonus(double angle) => Math.Pow(Math.Sin(3.0 / 4 * (Math.Min(5.0 / 6 * Math.PI, Math.Max(Math.PI / 6, angle)) - Math.PI / 6)), 2);
+        private static double calcWideAngleBonus(double angle) => DifficultyCalculationUtils.Smoothstep(angle, double.DegreesToRadians(40), double.DegreesToRadians(140));
 
-        private static double calcAcuteAngleBonus(double angle) => 1 - calcWideAngleBonus(angle);
+        private static double calcAcuteAngleBonus(double angle) => DifficultyCalculationUtils.Smoothstep(angle, double.DegreesToRadians(140), double.DegreesToRadians(40));
     }
 }

osu.Game.Rulesets.Osu/Difficulty/Evaluators/FlashlightEvaluator.cs

@@ -52,12 +52,12 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
                 var currentObj = (OsuDifficultyHitObject)current.Previous(i);
                 var currentHitObject = (OsuHitObject)(currentObj.BaseObject);
 
+                cumulativeStrainTime += lastObj.StrainTime;
+
                 if (!(currentObj.BaseObject is Spinner))
                 {
                     double jumpDistance = (osuHitObject.StackedPosition - currentHitObject.StackedEndPosition).Length;
 
-                    cumulativeStrainTime += lastObj.StrainTime;
-
                     // We want to nerf objects that can be easily seen within the Flashlight circle radius.
                     if (i == 0)
                         smallDistNerf = Math.Min(1.0, jumpDistance / 75.0);

osu.Game.Rulesets.Osu/Difficulty/Evaluators/SpeedEvaluator.cs

@@ -2,9 +2,13 @@
 // 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.Difficulty.Preprocessing;
 using osu.Game.Rulesets.Difficulty.Utils;
+using osu.Game.Rulesets.Mods;
 using osu.Game.Rulesets.Osu.Difficulty.Preprocessing;
+using osu.Game.Rulesets.Osu.Mods;
 using osu.Game.Rulesets.Osu.Objects;
 
 namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
@@ -14,7 +18,7 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
         private const double single_spacing_threshold = OsuDifficultyHitObject.NORMALISED_DIAMETER * 1.25; // 1.25 circles distance between centers
         private const double min_speed_bonus = 200; // 200 BPM 1/4th
         private const double speed_balancing_factor = 40;
-        private const double distance_multiplier = 0.94;
+        private const double distance_multiplier = 0.9;
 
         /// <summary>
         /// Evaluates the difficulty of tapping the current object, based on:
@@ -24,7 +28,7 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
         /// <item><description>and how easily they can be cheesed.</description></item>
         /// </list>
         /// </summary>
-        public static double EvaluateDifficultyOf(DifficultyHitObject current)
+        public static double EvaluateDifficultyOf(DifficultyHitObject current, IReadOnlyList<Mod> mods)
         {
             if (current.BaseObject is Spinner)
                 return 0;
@@ -56,6 +60,9 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
             // Max distance bonus is 1 * `distance_multiplier` at single_spacing_threshold
             double distanceBonus = Math.Pow(distance / single_spacing_threshold, 3.95) * distance_multiplier;
 
+            if (mods.OfType<OsuModAutopilot>().Any())
+                distanceBonus = 0;
+
             // Base difficulty with all bonuses
             double difficulty = (1 + speedBonus + distanceBonus) * 1000 / strainTime;
 

osu.Game.Rulesets.Osu/Difficulty/OsuDifficultyAttributes.cs

@@ -8,6 +8,7 @@ using Newtonsoft.Json;
 using osu.Game.Beatmaps;
 using osu.Game.Rulesets.Difficulty;
 using osu.Game.Rulesets.Mods;
+using osu.Game.Rulesets.Osu.Objects;
 
 namespace osu.Game.Rulesets.Osu.Difficulty
 {
@@ -19,6 +20,12 @@ namespace osu.Game.Rulesets.Osu.Difficulty
         [JsonProperty("aim_difficulty")]
         public double AimDifficulty { get; set; }
 
+        /// <summary>
+        /// The number of <see cref="Slider"/>s weighted by difficulty.
+        /// </summary>
+        [JsonProperty("aim_difficult_slider_count")]
+        public double AimDifficultSliderCount { get; set; }
+
         /// <summary>
         /// The difficulty corresponding to the speed skill.
         /// </summary>
@@ -52,24 +59,6 @@ namespace osu.Game.Rulesets.Osu.Difficulty
         [JsonProperty("speed_difficult_strain_count")]
         public double SpeedDifficultStrainCount { get; set; }
 
-        /// <summary>
-        /// The perceived approach rate inclusive of rate-adjusting mods (DT/HT/etc).
-        /// </summary>
-        /// <remarks>
-        /// Rate-adjusting mods don't directly affect the approach rate difficulty value, but have a perceived effect as a result of adjusting audio timing.
-        /// </remarks>
-        [JsonProperty("approach_rate")]
-        public double ApproachRate { get; set; }
-
-        /// <summary>
-        /// The perceived overall difficulty inclusive of rate-adjusting mods (DT/HT/etc).
-        /// </summary>
-        /// <remarks>
-        /// Rate-adjusting mods don't directly affect the overall difficulty value, but have a perceived effect as a result of adjusting audio timing.
-        /// </remarks>
-        [JsonProperty("overall_difficulty")]
-        public double OverallDifficulty { get; set; }
-
         /// <summary>
         /// The beatmap's drain rate. This doesn't scale with rate-adjusting mods.
         /// </summary>
@@ -97,8 +86,6 @@ namespace osu.Game.Rulesets.Osu.Difficulty
 
             yield return (ATTRIB_ID_AIM, AimDifficulty);
             yield return (ATTRIB_ID_SPEED, SpeedDifficulty);
-            yield return (ATTRIB_ID_OVERALL_DIFFICULTY, OverallDifficulty);
-            yield return (ATTRIB_ID_APPROACH_RATE, ApproachRate);
             yield return (ATTRIB_ID_DIFFICULTY, StarRating);
 
             if (ShouldSerializeFlashlightDifficulty())
@@ -109,6 +96,7 @@ namespace osu.Game.Rulesets.Osu.Difficulty
             yield return (ATTRIB_ID_AIM_DIFFICULT_STRAIN_COUNT, AimDifficultStrainCount);
             yield return (ATTRIB_ID_SPEED_DIFFICULT_STRAIN_COUNT, SpeedDifficultStrainCount);
             yield return (ATTRIB_ID_SPEED_NOTE_COUNT, SpeedNoteCount);
+            yield return (ATTRIB_ID_AIM_DIFFICULT_SLIDER_COUNT, AimDifficultSliderCount);
         }
 
         public override void FromDatabaseAttributes(IReadOnlyDictionary<int, double> values, IBeatmapOnlineInfo onlineInfo)
@@ -117,14 +105,13 @@ namespace osu.Game.Rulesets.Osu.Difficulty
 
             AimDifficulty = values[ATTRIB_ID_AIM];
             SpeedDifficulty = values[ATTRIB_ID_SPEED];
-            OverallDifficulty = values[ATTRIB_ID_OVERALL_DIFFICULTY];
-            ApproachRate = values[ATTRIB_ID_APPROACH_RATE];
             StarRating = values[ATTRIB_ID_DIFFICULTY];
             FlashlightDifficulty = values.GetValueOrDefault(ATTRIB_ID_FLASHLIGHT);
             SliderFactor = values[ATTRIB_ID_SLIDER_FACTOR];
             AimDifficultStrainCount = values[ATTRIB_ID_AIM_DIFFICULT_STRAIN_COUNT];
             SpeedDifficultStrainCount = values[ATTRIB_ID_SPEED_DIFFICULT_STRAIN_COUNT];
             SpeedNoteCount = values[ATTRIB_ID_SPEED_NOTE_COUNT];
+            AimDifficultSliderCount = values[ATTRIB_ID_AIM_DIFFICULT_SLIDER_COUNT];
             DrainRate = onlineInfo.DrainRate;
             HitCircleCount = onlineInfo.CircleCount;
             SliderCount = onlineInfo.SliderCount;

osu.Game.Rulesets.Osu/Difficulty/OsuDifficultyCalculator.cs

@@ -15,8 +15,6 @@ using osu.Game.Rulesets.Osu.Difficulty.Preprocessing;
 using osu.Game.Rulesets.Osu.Difficulty.Skills;
 using osu.Game.Rulesets.Osu.Mods;
 using osu.Game.Rulesets.Osu.Objects;
-using osu.Game.Rulesets.Osu.Scoring;
-using osu.Game.Rulesets.Scoring;
 
 namespace osu.Game.Rulesets.Osu.Difficulty
 {
@@ -36,20 +34,22 @@ namespace osu.Game.Rulesets.Osu.Difficulty
             if (beatmap.HitObjects.Count == 0)
                 return new OsuDifficultyAttributes { Mods = mods };
 
-            double aimRating = Math.Sqrt(skills[0].DifficultyValue()) * difficulty_multiplier;
-            double aimRatingNoSliders = Math.Sqrt(skills[1].DifficultyValue()) * difficulty_multiplier;
-            double speedRating = Math.Sqrt(skills[2].DifficultyValue()) * difficulty_multiplier;
-            double speedNotes = ((Speed)skills[2]).RelevantNoteCount();
-
-            double flashlightRating = 0.0;
-
-            if (mods.Any(h => h is OsuModFlashlight))
-                flashlightRating = Math.Sqrt(skills[3].DifficultyValue()) * difficulty_multiplier;
+            var aim = skills.OfType<Aim>().Single(a => a.IncludeSliders);
+            double aimRating = Math.Sqrt(aim.DifficultyValue()) * difficulty_multiplier;
+            double aimDifficultyStrainCount = aim.CountTopWeightedStrains();
+            double difficultSliders = aim.GetDifficultSliders();
 
+            var aimWithoutSliders = skills.OfType<Aim>().Single(a => !a.IncludeSliders);
+            double aimRatingNoSliders = Math.Sqrt(aimWithoutSliders.DifficultyValue()) * difficulty_multiplier;
             double sliderFactor = aimRating > 0 ? aimRatingNoSliders / aimRating : 1;
 
-            double aimDifficultyStrainCount = ((OsuStrainSkill)skills[0]).CountTopWeightedStrains();
-            double speedDifficultyStrainCount = ((OsuStrainSkill)skills[2]).CountTopWeightedStrains();
+            var speed = skills.OfType<Speed>().Single();
+            double speedRating = Math.Sqrt(speed.DifficultyValue()) * difficulty_multiplier;
+            double speedNotes = speed.RelevantNoteCount();
+            double speedDifficultyStrainCount = speed.CountTopWeightedStrains();
+
+            var flashlight = skills.OfType<Flashlight>().SingleOrDefault();
+            double flashlightRating = flashlight == null ? 0.0 : Math.Sqrt(flashlight.DifficultyValue()) * difficulty_multiplier;
 
             if (mods.Any(m => m is OsuModTouchDevice))
             {
@@ -63,6 +63,12 @@ namespace osu.Game.Rulesets.Osu.Difficulty
                 speedRating = 0.0;
                 flashlightRating *= 0.7;
             }
+            else if (mods.Any(h => h is OsuModAutopilot))
+            {
+                speedRating *= 0.5;
+                aimRating = 0.0;
+                flashlightRating *= 0.4;
+            }
 
             double baseAimPerformance = OsuStrainSkill.DifficultyToPerformance(aimRating);
             double baseSpeedPerformance = OsuStrainSkill.DifficultyToPerformance(speedRating);
@@ -82,31 +88,24 @@ namespace osu.Game.Rulesets.Osu.Difficulty
                 ? Math.Cbrt(OsuPerformanceCalculator.PERFORMANCE_BASE_MULTIPLIER) * 0.027 * (Math.Cbrt(100000 / Math.Pow(2, 1 / 1.1) * basePerformance) + 4)
                 : 0;
 
-            double preempt = IBeatmapDifficultyInfo.DifficultyRange(beatmap.Difficulty.ApproachRate, 1800, 1200, 450) / clockRate;
             double drainRate = beatmap.Difficulty.DrainRate;
 
             int hitCirclesCount = beatmap.HitObjects.Count(h => h is HitCircle);
             int sliderCount = beatmap.HitObjects.Count(h => h is Slider);
             int spinnerCount = beatmap.HitObjects.Count(h => h is Spinner);
 
-            HitWindows hitWindows = new OsuHitWindows();
-            hitWindows.SetDifficulty(beatmap.Difficulty.OverallDifficulty);
-
-            double hitWindowGreat = hitWindows.WindowFor(HitResult.Great) / clockRate;
-
             OsuDifficultyAttributes attributes = new OsuDifficultyAttributes
             {
                 StarRating = starRating,
                 Mods = mods,
                 AimDifficulty = aimRating,
+                AimDifficultSliderCount = difficultSliders,
                 SpeedDifficulty = speedRating,
                 SpeedNoteCount = speedNotes,
                 FlashlightDifficulty = flashlightRating,
                 SliderFactor = sliderFactor,
                 AimDifficultStrainCount = aimDifficultyStrainCount,
                 SpeedDifficultStrainCount = speedDifficultyStrainCount,
-                ApproachRate = preempt > 1200 ? (1800 - preempt) / 120 : (1200 - preempt) / 150 + 5,
-                OverallDifficulty = (80 - hitWindowGreat) / 6,
                 DrainRate = drainRate,
                 MaxCombo = beatmap.GetMaxCombo(),
                 HitCircleCount = hitCirclesCount,

osu.Game.Rulesets.Osu/Difficulty/OsuPerformanceAttributes.cs

@@ -24,6 +24,9 @@ namespace osu.Game.Rulesets.Osu.Difficulty
         [JsonProperty("effective_miss_count")]
         public double EffectiveMissCount { get; set; }
 
+        [JsonProperty("speed_deviation")]
+        public double? SpeedDeviation { get; set; }
+
         public override IEnumerable<PerformanceDisplayAttribute> GetAttributesForDisplay()
         {
             foreach (var attribute in base.GetAttributesForDisplay())

osu.Game.Rulesets.Osu/Difficulty/OsuPerformanceCalculator.cs

@@ -4,9 +4,15 @@
 using System;
 using System.Collections.Generic;
 using System.Linq;
+using osu.Framework.Audio.Track;
+using osu.Framework.Extensions.IEnumerableExtensions;
+using osu.Game.Beatmaps;
 using osu.Game.Rulesets.Difficulty;
+using osu.Game.Rulesets.Difficulty.Utils;
+using osu.Game.Rulesets.Mods;
 using osu.Game.Rulesets.Osu.Difficulty.Skills;
 using osu.Game.Rulesets.Osu.Mods;
+using osu.Game.Rulesets.Osu.Scoring;
 using osu.Game.Rulesets.Scoring;
 using osu.Game.Scoring;
 
@@ -40,6 +46,15 @@ namespace osu.Game.Rulesets.Osu.Difficulty
         /// </summary>
         private double effectiveMissCount;
 
+        private double clockRate;
+        private double greatHitWindow;
+        private double okHitWindow;
+        private double mehHitWindow;
+        private double overallDifficulty;
+        private double approachRate;
+
+        private double? speedDeviation;
+
         public OsuPerformanceCalculator()
             : base(new OsuRuleset())
         {
@@ -61,6 +76,26 @@ namespace osu.Game.Rulesets.Osu.Difficulty
             countSliderTickMiss = score.Statistics.GetValueOrDefault(HitResult.LargeTickMiss);
             effectiveMissCount = countMiss;
 
+            var difficulty = score.BeatmapInfo!.Difficulty.Clone();
+
+            score.Mods.OfType<IApplicableToDifficulty>().ForEach(m => m.ApplyToDifficulty(difficulty));
+
+            var track = new TrackVirtual(10000);
+            score.Mods.OfType<IApplicableToTrack>().ForEach(m => m.ApplyToTrack(track));
+            clockRate = track.Rate;
+
+            HitWindows hitWindows = new OsuHitWindows();
+            hitWindows.SetDifficulty(difficulty.OverallDifficulty);
+
+            greatHitWindow = hitWindows.WindowFor(HitResult.Great) / clockRate;
+            okHitWindow = hitWindows.WindowFor(HitResult.Ok) / clockRate;
+            mehHitWindow = hitWindows.WindowFor(HitResult.Meh) / clockRate;
+
+            double preempt = IBeatmapDifficultyInfo.DifficultyRange(difficulty.ApproachRate, 1800, 1200, 450) / clockRate;
+
+            overallDifficulty = (80 - greatHitWindow) / 6;
+            approachRate = preempt > 1200 ? (1800 - preempt) / 120 : (1200 - preempt) / 150 + 5;
+
             if (osuAttributes.SliderCount > 0)
             {
                 if (usingClassicSliderAccuracy)
@@ -103,17 +138,20 @@ namespace osu.Game.Rulesets.Osu.Difficulty
                 // https://www.desmos.com/calculator/bc9eybdthb
                 // we use OD13.3 as maximum since it's the value at which great hitwidow becomes 0
                 // this is well beyond currently maximum achievable OD which is 12.17 (DTx2 + DA with OD11)
-                double okMultiplier = Math.Max(0.0, osuAttributes.OverallDifficulty > 0.0 ? 1 - Math.Pow(osuAttributes.OverallDifficulty / 13.33, 1.8) : 1.0);
-                double mehMultiplier = Math.Max(0.0, osuAttributes.OverallDifficulty > 0.0 ? 1 - Math.Pow(osuAttributes.OverallDifficulty / 13.33, 5) : 1.0);
+                double okMultiplier = Math.Max(0.0, overallDifficulty > 0.0 ? 1 - Math.Pow(overallDifficulty / 13.33, 1.8) : 1.0);
+                double mehMultiplier = Math.Max(0.0, overallDifficulty > 0.0 ? 1 - Math.Pow(overallDifficulty / 13.33, 5) : 1.0);
 
                 // As we're adding Oks and Mehs to an approximated number of combo breaks the result can be higher than total hits in specific scenarios (which breaks some calculations) so we need to clamp it.
                 effectiveMissCount = Math.Min(effectiveMissCount + countOk * okMultiplier + countMeh * mehMultiplier, totalHits);
             }
 
+            speedDeviation = calculateSpeedDeviation(osuAttributes);
+
             double aimValue = computeAimValue(score, osuAttributes);
             double speedValue = computeSpeedValue(score, osuAttributes);
             double accuracyValue = computeAccuracyValue(score, osuAttributes);
             double flashlightValue = computeFlashlightValue(score, osuAttributes);
+
             double totalValue =
                 Math.Pow(
                     Math.Pow(aimValue, 1.1) +
@@ -129,13 +167,40 @@ namespace osu.Game.Rulesets.Osu.Difficulty
                 Accuracy = accuracyValue,
                 Flashlight = flashlightValue,
                 EffectiveMissCount = effectiveMissCount,
+                SpeedDeviation = speedDeviation,
                 Total = totalValue
             };
         }
 
         private double computeAimValue(ScoreInfo score, OsuDifficultyAttributes attributes)
         {
-            double aimValue = OsuStrainSkill.DifficultyToPerformance(attributes.AimDifficulty);
+            if (score.Mods.Any(h => h is OsuModAutopilot))
+                return 0.0;
+
+            double aimDifficulty = attributes.AimDifficulty;
+
+            if (attributes.SliderCount > 0 && attributes.AimDifficultSliderCount > 0)
+            {
+                double estimateImproperlyFollowedDifficultSliders;
+
+                if (usingClassicSliderAccuracy)
+                {
+                    // When the score is considered classic (regardless if it was made on old client or not) we consider all missing combo to be dropped difficult sliders
+                    int maximumPossibleDroppedSliders = totalImperfectHits;
+                    estimateImproperlyFollowedDifficultSliders = Math.Clamp(Math.Min(maximumPossibleDroppedSliders, attributes.MaxCombo - scoreMaxCombo), 0, attributes.AimDifficultSliderCount);
+                }
+                else
+                {
+                    // We add tick misses here since they too mean that the player didn't follow the slider properly
+                    // We however aren't adding misses here because missing slider heads has a harsh penalty by itself and doesn't mean that the rest of the slider wasn't followed properly
+                    estimateImproperlyFollowedDifficultSliders = Math.Clamp(countSliderEndsDropped + countSliderTickMiss, 0, attributes.AimDifficultSliderCount);
+                }
+
+                double sliderNerfFactor = (1 - attributes.SliderFactor) * Math.Pow(1 - estimateImproperlyFollowedDifficultSliders / attributes.AimDifficultSliderCount, 3) + attributes.SliderFactor;
+                aimDifficulty *= sliderNerfFactor;
+            }
+
+            double aimValue = OsuStrainSkill.DifficultyToPerformance(aimDifficulty);
 
             double lengthBonus = 0.95 + 0.4 * Math.Min(1.0, totalHits / 2000.0) +
                                  (totalHits > 2000 ? Math.Log10(totalHits / 2000.0) * 0.5 : 0.0);
@@ -145,10 +210,10 @@ namespace osu.Game.Rulesets.Osu.Difficulty
                 aimValue *= calculateMissPenalty(effectiveMissCount, attributes.AimDifficultStrainCount);
 
             double approachRateFactor = 0.0;
-            if (attributes.ApproachRate > 10.33)
-                approachRateFactor = 0.3 * (attributes.ApproachRate - 10.33);
-            else if (attributes.ApproachRate < 8.0)
-                approachRateFactor = 0.05 * (8.0 - attributes.ApproachRate);
+            if (approachRate > 10.33)
+                approachRateFactor = 0.3 * (approachRate - 10.33);
+            else if (approachRate < 8.0)
+                approachRateFactor = 0.05 * (8.0 - approachRate);
 
             if (score.Mods.Any(h => h is OsuModRelax))
                 approachRateFactor = 0.0;
@@ -160,43 +225,19 @@ namespace osu.Game.Rulesets.Osu.Difficulty
             else if (score.Mods.Any(m => m is OsuModHidden || m is OsuModTraceable))
             {
                 // We want to give more reward for lower AR when it comes to aim and HD. This nerfs high AR and buffs lower AR.
-                aimValue *= 1.0 + 0.04 * (12.0 - attributes.ApproachRate);
-            }
-
-            // We assume 15% of sliders in a map are difficult since there's no way to tell from the performance calculator.
-            double estimateDifficultSliders = attributes.SliderCount * 0.15;
-
-            if (attributes.SliderCount > 0)
-            {
-                double estimateImproperlyFollowedDifficultSliders;
-
-                if (usingClassicSliderAccuracy)
-                {
-                    // When the score is considered classic (regardless if it was made on old client or not) we consider all missing combo to be dropped difficult sliders
-                    int maximumPossibleDroppedSliders = totalImperfectHits;
-                    estimateImproperlyFollowedDifficultSliders = Math.Clamp(Math.Min(maximumPossibleDroppedSliders, attributes.MaxCombo - scoreMaxCombo), 0, estimateDifficultSliders);
-                }
-                else
-                {
-                    // We add tick misses here since they too mean that the player didn't follow the slider properly
-                    // We however aren't adding misses here because missing slider heads has a harsh penalty by itself and doesn't mean that the rest of the slider wasn't followed properly
-                    estimateImproperlyFollowedDifficultSliders = Math.Clamp(countSliderEndsDropped + countSliderTickMiss, 0, estimateDifficultSliders);
-                }
-
-                double sliderNerfFactor = (1 - attributes.SliderFactor) * Math.Pow(1 - estimateImproperlyFollowedDifficultSliders / estimateDifficultSliders, 3) + attributes.SliderFactor;
-                aimValue *= sliderNerfFactor;
+                aimValue *= 1.0 + 0.04 * (12.0 - approachRate);
             }
 
             aimValue *= accuracy;
             // It is important to consider accuracy difficulty when scaling with accuracy.
-            aimValue *= 0.98 + Math.Pow(attributes.OverallDifficulty, 2) / 2500;
+            aimValue *= 0.98 + Math.Pow(Math.Max(0, overallDifficulty), 2) / 2500;
 
             return aimValue;
         }
 
         private double computeSpeedValue(ScoreInfo score, OsuDifficultyAttributes attributes)
         {
-            if (score.Mods.Any(h => h is OsuModRelax))
+            if (score.Mods.Any(h => h is OsuModRelax) || speedDeviation == null)
                 return 0.0;
 
             double speedValue = OsuStrainSkill.DifficultyToPerformance(attributes.SpeedDifficulty);
@@ -209,8 +250,11 @@ namespace osu.Game.Rulesets.Osu.Difficulty
                 speedValue *= calculateMissPenalty(effectiveMissCount, attributes.SpeedDifficultStrainCount);
 
             double approachRateFactor = 0.0;
-            if (attributes.ApproachRate > 10.33)
-                approachRateFactor = 0.3 * (attributes.ApproachRate - 10.33);
+            if (approachRate > 10.33)
+                approachRateFactor = 0.3 * (approachRate - 10.33);
+
+            if (score.Mods.Any(h => h is OsuModAutopilot))
+                approachRateFactor = 0.0;
 
             speedValue *= 1.0 + approachRateFactor * lengthBonus; // Buff for longer maps with high AR.
 
@@ -222,21 +266,21 @@ namespace osu.Game.Rulesets.Osu.Difficulty
             else if (score.Mods.Any(m => m is OsuModHidden || m is OsuModTraceable))
             {
                 // We want to give more reward for lower AR when it comes to aim and HD. This nerfs high AR and buffs lower AR.
-                speedValue *= 1.0 + 0.04 * (12.0 - attributes.ApproachRate);
+                speedValue *= 1.0 + 0.04 * (12.0 - approachRate);
             }
 
+            double speedHighDeviationMultiplier = calculateSpeedHighDeviationNerf(attributes);
+            speedValue *= speedHighDeviationMultiplier;
+
             // Calculate accuracy assuming the worst case scenario
-            double relevantTotalDiff = totalHits - attributes.SpeedNoteCount;
+            double relevantTotalDiff = Math.Max(0, totalHits - attributes.SpeedNoteCount);
             double relevantCountGreat = Math.Max(0, countGreat - relevantTotalDiff);
             double relevantCountOk = Math.Max(0, countOk - Math.Max(0, relevantTotalDiff - countGreat));
             double relevantCountMeh = Math.Max(0, countMeh - Math.Max(0, relevantTotalDiff - countGreat - countOk));
             double relevantAccuracy = attributes.SpeedNoteCount == 0 ? 0 : (relevantCountGreat * 6.0 + relevantCountOk * 2.0 + relevantCountMeh) / (attributes.SpeedNoteCount * 6.0);
 
             // Scale the speed value with accuracy and OD.
-            speedValue *= (0.95 + Math.Pow(attributes.OverallDifficulty, 2) / 750) * Math.Pow((accuracy + relevantAccuracy) / 2.0, (14.5 - attributes.OverallDifficulty) / 2);
-
-            // Scale the speed value with # of 50s to punish doubletapping.
-            speedValue *= Math.Pow(0.99, countMeh < totalHits / 500.0 ? 0 : countMeh - totalHits / 500.0);
+            speedValue *= (0.95 + Math.Pow(Math.Max(0, overallDifficulty), 2) / 750) * Math.Pow((accuracy + relevantAccuracy) / 2.0, (14.5 - overallDifficulty) / 2);
 
             return speedValue;
         }
@@ -253,7 +297,7 @@ namespace osu.Game.Rulesets.Osu.Difficulty
                 amountHitObjectsWithAccuracy += attributes.SliderCount;
 
             if (amountHitObjectsWithAccuracy > 0)
-                betterAccuracyPercentage = ((countGreat - (totalHits - amountHitObjectsWithAccuracy)) * 6 + countOk * 2 + countMeh) / (double)(amountHitObjectsWithAccuracy * 6);
+                betterAccuracyPercentage = ((countGreat - Math.Max(totalHits - amountHitObjectsWithAccuracy, 0)) * 6 + countOk * 2 + countMeh) / (double)(amountHitObjectsWithAccuracy * 6);
             else
                 betterAccuracyPercentage = 0;
 
@@ -263,7 +307,7 @@ namespace osu.Game.Rulesets.Osu.Difficulty
 
             // Lots of arbitrary values from testing.
             // Considering to use derivation from perfect accuracy in a probabilistic manner - assume normal distribution.
-            double accuracyValue = Math.Pow(1.52163, attributes.OverallDifficulty) * Math.Pow(betterAccuracyPercentage, 24) * 2.83;
+            double accuracyValue = Math.Pow(1.52163, overallDifficulty) * Math.Pow(betterAccuracyPercentage, 24) * 2.83;
 
             // Bonus for many hitcircles - it's harder to keep good accuracy up for longer.
             accuracyValue *= Math.Min(1.15, Math.Pow(amountHitObjectsWithAccuracy / 1000.0, 0.3));
@@ -300,17 +344,117 @@ namespace osu.Game.Rulesets.Osu.Difficulty
             // Scale the flashlight value with accuracy _slightly_.
             flashlightValue *= 0.5 + accuracy / 2.0;
             // It is important to also consider accuracy difficulty when doing that.
-            flashlightValue *= 0.98 + Math.Pow(attributes.OverallDifficulty, 2) / 2500;
+            flashlightValue *= 0.98 + Math.Pow(Math.Max(0, overallDifficulty), 2) / 2500;
 
             return flashlightValue;
         }
 
+        /// <summary>
+        /// Estimates player's deviation on speed notes using <see cref="calculateDeviation"/>, assuming worst-case.
+        /// Treats all speed notes as hit circles.
+        /// </summary>
+        private double? calculateSpeedDeviation(OsuDifficultyAttributes attributes)
+        {
+            if (totalSuccessfulHits == 0)
+                return null;
+
+            // Calculate accuracy assuming the worst case scenario
+            double speedNoteCount = attributes.SpeedNoteCount;
+            speedNoteCount += (totalHits - attributes.SpeedNoteCount) * 0.1;
+
+            // Assume worst case: all mistakes were on speed notes
+            double relevantCountMiss = Math.Min(countMiss, speedNoteCount);
+            double relevantCountMeh = Math.Min(countMeh, speedNoteCount - relevantCountMiss);
+            double relevantCountOk = Math.Min(countOk, speedNoteCount - relevantCountMiss - relevantCountMeh);
+            double relevantCountGreat = Math.Max(0, speedNoteCount - relevantCountMiss - relevantCountMeh - relevantCountOk);
+
+            return calculateDeviation(attributes, relevantCountGreat, relevantCountOk, relevantCountMeh, relevantCountMiss);
+        }
+
+        /// <summary>
+        /// Estimates the player's tap deviation based on the OD, given number of greats, oks, mehs and misses,
+        /// assuming the player's mean hit error is 0. The estimation is consistent in that two SS scores on the same map with the same settings
+        /// will always return the same deviation. Misses are ignored because they are usually due to misaiming.
+        /// Greats and oks are assumed to follow a normal distribution, whereas mehs are assumed to follow a uniform distribution.
+        /// </summary>
+        private double? calculateDeviation(OsuDifficultyAttributes attributes, double relevantCountGreat, double relevantCountOk, double relevantCountMeh, double relevantCountMiss)
+        {
+            if (relevantCountGreat + relevantCountOk + relevantCountMeh <= 0)
+                return null;
+
+            double objectCount = relevantCountGreat + relevantCountOk + relevantCountMeh + relevantCountMiss;
+
+            // The probability that a player hits a circle is unknown, but we can estimate it to be
+            // the number of greats on circles divided by the number of circles, and then add one
+            // to the number of circles as a bias correction.
+            double n = Math.Max(1, objectCount - relevantCountMiss - relevantCountMeh);
+            const double z = 2.32634787404; // 99% critical value for the normal distribution (one-tailed).
+
+            // Proportion of greats hit on circles, ignoring misses and 50s.
+            double p = relevantCountGreat / n;
+
+            // We can be 99% confident that p is at least this value.
+            double pLowerBound = (n * p + z * z / 2) / (n + z * z) - z / (n + z * z) * Math.Sqrt(n * p * (1 - p) + z * z / 4);
+
+            // Compute the deviation assuming greats and oks are normally distributed, and mehs are uniformly distributed.
+            // Begin with greats and oks first. Ignoring mehs, we can be 99% confident that the deviation is not higher than:
+            double deviation = greatHitWindow / (Math.Sqrt(2) * DifficultyCalculationUtils.ErfInv(pLowerBound));
+
+            double randomValue = Math.Sqrt(2 / Math.PI) * okHitWindow * Math.Exp(-0.5 * Math.Pow(okHitWindow / deviation, 2))
+                                 / (deviation * DifficultyCalculationUtils.Erf(okHitWindow / (Math.Sqrt(2) * deviation)));
+
+            deviation *= Math.Sqrt(1 - randomValue);
+
+            // Value deviation approach as greatCount approaches 0
+            double limitValue = okHitWindow / Math.Sqrt(3);
+
+            // If precision is not enough to compute true deviation - use limit value
+            if (pLowerBound == 0 || randomValue >= 1 || deviation > limitValue)
+                deviation = limitValue;
+
+            // Then compute the variance for mehs.
+            double mehVariance = (mehHitWindow * mehHitWindow + okHitWindow * mehHitWindow + okHitWindow * okHitWindow) / 3;
+
+            // Find the total deviation.
+            deviation = Math.Sqrt(((relevantCountGreat + relevantCountOk) * Math.Pow(deviation, 2) + relevantCountMeh * mehVariance) / (relevantCountGreat + relevantCountOk + relevantCountMeh));
+
+            return deviation;
+        }
+
+        // Calculates multiplier for speed to account for improper tapping based on the deviation and speed difficulty
+        // https://www.desmos.com/calculator/dmogdhzofn
+        private double calculateSpeedHighDeviationNerf(OsuDifficultyAttributes attributes)
+        {
+            if (speedDeviation == null)
+                return 0;
+
+            double speedValue = OsuStrainSkill.DifficultyToPerformance(attributes.SpeedDifficulty);
+
+            // Decides a point where the PP value achieved compared to the speed deviation is assumed to be tapped improperly. Any PP above this point is considered "excess" speed difficulty.
+            // This is used to cause PP above the cutoff to scale logarithmically towards the original speed value thus nerfing the value.
+            double excessSpeedDifficultyCutoff = 100 + 220 * Math.Pow(22 / speedDeviation.Value, 6.5);
+
+            if (speedValue <= excessSpeedDifficultyCutoff)
+                return 1.0;
+
+            const double scale = 50;
+            double adjustedSpeedValue = scale * (Math.Log((speedValue - excessSpeedDifficultyCutoff) / scale + 1) + excessSpeedDifficultyCutoff / scale);
+
+            // 220 UR and less are considered tapped correctly to ensure that normal scores will be punished as little as possible
+            double lerp = 1 - DifficultyCalculationUtils.ReverseLerp(speedDeviation.Value, 22.0, 27.0);
+            adjustedSpeedValue = double.Lerp(adjustedSpeedValue, speedValue, lerp);
+
+            return adjustedSpeedValue / speedValue;
+        }
+
         // Miss penalty assumes that a player will miss on the hardest parts of a map,
         // so we use the amount of relatively difficult sections to adjust miss penalty
         // to make it more punishing on maps with lower amount of hard sections.
         private double calculateMissPenalty(double missCount, double difficultStrainCount) => 0.96 / ((missCount / (4 * Math.Pow(Math.Log(difficultStrainCount), 0.94))) + 1);
         private double getComboScalingFactor(OsuDifficultyAttributes attributes) => attributes.MaxCombo <= 0 ? 1.0 : Math.Min(Math.Pow(scoreMaxCombo, 0.8) / Math.Pow(attributes.MaxCombo, 0.8), 1.0);
+
         private int totalHits => countGreat + countOk + countMeh + countMiss;
+        private int totalSuccessfulHits => countGreat + countOk + countMeh;
         private int totalImperfectHits => countOk + countMeh + countMiss;
     }
 }

osu.Game.Rulesets.Osu/Difficulty/Skills/Aim.cs

@@ -2,9 +2,12 @@
 // 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.Difficulty.Preprocessing;
 using osu.Game.Rulesets.Mods;
 using osu.Game.Rulesets.Osu.Difficulty.Evaluators;
+using osu.Game.Rulesets.Osu.Objects;
 
 namespace osu.Game.Rulesets.Osu.Difficulty.Skills
 {
@@ -13,19 +16,21 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Skills
     /// </summary>
     public class Aim : OsuStrainSkill
     {
-        public Aim(Mod[] mods, bool withSliders)
+        public readonly bool IncludeSliders;
+
+        public Aim(Mod[] mods, bool includeSliders)
             : base(mods)
         {
-            this.withSliders = withSliders;
+            IncludeSliders = includeSliders;
         }
 
-        private readonly bool withSliders;
-
         private double currentStrain;
 
-        private double skillMultiplier => 25.18;
+        private double skillMultiplier => 25.6;
         private double strainDecayBase => 0.15;
 
+        private readonly List<double> sliderStrains = new List<double>();
+
         private double strainDecay(double ms) => Math.Pow(strainDecayBase, ms / 1000);
 
         protected override double CalculateInitialStrain(double time, DifficultyHitObject current) => currentStrain * strainDecay(time - current.Previous(0).StartTime);
@@ -33,9 +38,26 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Skills
         protected override double StrainValueAt(DifficultyHitObject current)
         {
             currentStrain *= strainDecay(current.DeltaTime);
-            currentStrain += AimEvaluator.EvaluateDifficultyOf(current, withSliders) * skillMultiplier;
+            currentStrain += AimEvaluator.EvaluateDifficultyOf(current, IncludeSliders) * skillMultiplier;
+
+            if (current.BaseObject is Slider)
+            {
+                sliderStrains.Add(currentStrain);
+            }
 
             return currentStrain;
         }
+
+        public double GetDifficultSliders()
+        {
+            if (sliderStrains.Count == 0)
+                return 0;
+
+            double maxSliderStrain = sliderStrains.Max();
+            if (maxSliderStrain == 0)
+                return 0;
+
+            return sliderStrains.Sum(strain => 1.0 / (1.0 + Math.Exp(-(strain / maxSliderStrain * 12.0 - 6.0))));
+        }
     }
 }

osu.Game.Rulesets.Osu/Difficulty/Skills/Speed.cs

@@ -15,7 +15,7 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Skills
     /// </summary>
     public class Speed : OsuStrainSkill
     {
-        private double skillMultiplier => 1.430;
+        private double skillMultiplier => 1.46;
         private double strainDecayBase => 0.3;
 
         private double currentStrain;
@@ -35,7 +35,7 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Skills
         protected override double StrainValueAt(DifficultyHitObject current)
         {
             currentStrain *= strainDecay(((OsuDifficultyHitObject)current).StrainTime);
-            currentStrain += SpeedEvaluator.EvaluateDifficultyOf(current) * skillMultiplier;
+            currentStrain += SpeedEvaluator.EvaluateDifficultyOf(current, Mods) * skillMultiplier;
 
             currentRhythm = RhythmEvaluator.EvaluateDifficultyOf(current);
 

osu.Game.Rulesets.Osu/Edit/Blueprints/Sliders/SliderSelectionBlueprint.cs

@@ -626,7 +626,7 @@ namespace osu.Game.Rulesets.Osu.Edit.Blueprints.Sliders
 
         public override bool ReceivePositionalInputAt(Vector2 screenSpacePos)
         {
-            if (BodyPiece.ReceivePositionalInputAt(screenSpacePos) && DrawableObject.Body.Alpha > 0)
+            if (BodyPiece.ReceivePositionalInputAt(screenSpacePos) && (IsSelected || DrawableObject.Body.Alpha > 0))
                 return true;
 
             if (ControlPointVisualiser == null)

osu.Game.Rulesets.Osu/Edit/OsuDistanceSnapProvider.cs

@@ -1,10 +1,12 @@
 // 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.Linq;
 using osu.Game.Graphics.UserInterface;
 using osu.Game.Input.Bindings;
 using osu.Game.Rulesets.Edit;
 using osu.Game.Rulesets.Objects;
+using osu.Game.Rulesets.Objects.Types;
 using osu.Game.Rulesets.Osu.Objects;
 using osuTK;
 
@@ -14,7 +16,9 @@ namespace osu.Game.Rulesets.Osu.Edit
     {
         public override double ReadCurrentDistanceSnap(HitObject before, HitObject after)
         {
-            float expectedDistance = DurationToDistance(after.StartTime - before.GetEndTime(), before.StartTime);
+            var lastObjectWithVelocity = EditorBeatmap.HitObjects.TakeWhile(ho => ho != after).OfType<IHasSliderVelocity>().LastOrDefault();
+
+            float expectedDistance = DurationToDistance(after.StartTime - before.GetEndTime(), before.StartTime, lastObjectWithVelocity);
             float actualDistance = Vector2.Distance(((OsuHitObject)before).EndPosition, ((OsuHitObject)after).Position);
 
             return actualDistance / expectedDistance;

osu.Game.Rulesets.Osu/Edit/OsuSelectionHandler.cs

@@ -40,6 +40,8 @@ namespace osu.Game.Rulesets.Osu.Edit
             SelectionBox.CanReverse = EditorBeatmap.SelectedHitObjects.Count > 1 || EditorBeatmap.SelectedHitObjects.Any(s => s is Slider);
         }
 
+        private bool nudgeMovementActive;
+
         protected override bool OnKeyDown(KeyDownEvent e)
         {
             if (e.Key == Key.M && e.ControlPressed && e.ShiftPressed)
@@ -48,9 +50,43 @@ namespace osu.Game.Rulesets.Osu.Edit
                 return true;
             }
 
+            // Until the keys below are global actions, this will prevent conflicts with "seek between sample points"
+            // which has a default of ctrl+shift+arrows.
+            if (e.ShiftPressed)
+                return false;
+
+            if (e.ControlPressed)
+            {
+                switch (e.Key)
+                {
+                    case Key.Left:
+                        return nudgeSelection(new Vector2(-1, 0));
+
+                    case Key.Right:
+                        return nudgeSelection(new Vector2(1, 0));
+
+                    case Key.Up:
+                        return nudgeSelection(new Vector2(0, -1));
+
+                    case Key.Down:
+                        return nudgeSelection(new Vector2(0, 1));
+                }
+            }
+
             return false;
         }
 
+        protected override void OnKeyUp(KeyUpEvent e)
+        {
+            base.OnKeyUp(e);
+
+            if (nudgeMovementActive && !e.ControlPressed)
+            {
+                EditorBeatmap.EndChange();
+                nudgeMovementActive = false;
+            }
+        }
+
         public override bool HandleMovement(MoveSelectionEvent<HitObject> moveEvent)
         {
             var hitObjects = selectedMovableObjects;
@@ -70,6 +106,13 @@ namespace osu.Game.Rulesets.Osu.Edit
             if (hitObjects.Any(h => Precision.AlmostEquals(localDelta, -h.StackOffset)))
                 return true;
 
+            moveObjects(hitObjects, localDelta);
+
+            return true;
+        }
+
+        private void moveObjects(OsuHitObject[] hitObjects, Vector2 localDelta)
+        {
             // this will potentially move the selection out of bounds...
             foreach (var h in hitObjects)
                 h.Position += localDelta;
@@ -81,7 +124,26 @@ namespace osu.Game.Rulesets.Osu.Edit
             // this intentionally bypasses the editor `UpdateState()` / beatmap processor flow for performance reasons,
             // as the entire flow is too expensive to run on every movement.
             Scheduler.AddOnce(OsuBeatmapProcessor.ApplyStacking, EditorBeatmap);
+        }
 
+        /// <summary>
+        /// Move the current selection spatially by the specified delta, in gamefield coordinates (ie. the same coordinates as the blueprints).
+        /// </summary>
+        /// <param name="delta"></param>
+        private bool nudgeSelection(Vector2 delta)
+        {
+            if (!nudgeMovementActive)
+            {
+                nudgeMovementActive = true;
+                EditorBeatmap.BeginChange();
+            }
+
+            var firstBlueprint = SelectedBlueprints.FirstOrDefault();
+
+            if (firstBlueprint == null)
+                return false;
+
+            moveObjects(selectedMovableObjects, delta);
             return true;
         }
 

osu.Game.Rulesets.Osu/Mods/OsuModDifficultyAdjust.cs

@@ -3,7 +3,6 @@
 
 using System.Linq;
 using osu.Framework.Bindables;
-using osu.Framework.Graphics;
 using osu.Framework.Localisation;
 using osu.Game.Beatmaps;
 using osu.Game.Beatmaps.ControlPoints;
@@ -63,13 +62,7 @@ namespace osu.Game.Rulesets.Osu.Mods
 
         private partial class ApproachRateSettingsControl : DifficultyAdjustSettingsControl
         {
-            protected override RoundedSliderBar<float> CreateSlider(BindableNumber<float> current) =>
-                new ApproachRateSlider
-                {
-                    RelativeSizeAxes = Axes.X,
-                    Current = current,
-                    KeyboardStep = 0.1f,
-                };
+            protected override RoundedSliderBar<float> CreateSlider(BindableNumber<float> current) => new ApproachRateSlider();
 
             /// <summary>
             /// A slider bar with more detailed approach rate info for its given value

osu.Game.Rulesets.Osu/Mods/OsuModSuddenDeath.cs

@@ -3,7 +3,12 @@
 
 using System;
 using System.Linq;
+using osu.Framework.Bindables;
+using osu.Game.Configuration;
+using osu.Game.Rulesets.Judgements;
 using osu.Game.Rulesets.Mods;
+using osu.Game.Rulesets.Osu.Objects;
+using osu.Game.Rulesets.Scoring;
 
 namespace osu.Game.Rulesets.Osu.Mods
 {
@@ -13,5 +18,19 @@ namespace osu.Game.Rulesets.Osu.Mods
         {
             typeof(OsuModTargetPractice),
         }).ToArray();
+
+        [SettingSource("Also fail when missing a slider tail")]
+        public BindableBool FailOnSliderTail { get; } = new BindableBool();
+
+        protected override bool FailCondition(HealthProcessor healthProcessor, JudgementResult result)
+        {
+            if (base.FailCondition(healthProcessor, result))
+                return true;
+
+            if (FailOnSliderTail.Value && result.HitObject is SliderTailCircle && !result.IsHit)
+                return true;
+
+            return false;
+        }
     }
 }

osu.Game.Rulesets.Osu/Skinning/FollowCircle.cs

@@ -4,6 +4,7 @@
 using System;
 using System.Diagnostics;
 using osu.Framework.Allocation;
+using osu.Framework.Bindables;
 using osu.Framework.Graphics;
 using osu.Framework.Graphics.Containers;
 using osu.Game.Rulesets.Objects.Drawables;
@@ -13,8 +14,9 @@ namespace osu.Game.Rulesets.Osu.Skinning
 {
     public abstract partial class FollowCircle : CompositeDrawable
     {
-        [Resolved]
-        protected DrawableHitObject? ParentObject { get; private set; }
+        protected DrawableSlider? DrawableObject { get; private set; }
+
+        private readonly IBindable<bool> tracking = new Bindable<bool>();
 
         protected FollowCircle()
         {
@@ -22,65 +24,73 @@ namespace osu.Game.Rulesets.Osu.Skinning
         }
 
         [BackgroundDependencyLoader]
-        private void load()
+        private void load(DrawableHitObject? hitObject)
         {
-            ((DrawableSlider?)ParentObject)?.Tracking.BindValueChanged(tracking =>
+            DrawableObject = hitObject as DrawableSlider;
+
+            if (DrawableObject != null)
             {
-                Debug.Assert(ParentObject != null);
-
-                if (ParentObject.Judged)
-                    return;
-
-                using (BeginAbsoluteSequence(Math.Max(Time.Current, ParentObject.HitObject?.StartTime ?? 0)))
+                tracking.BindTo(DrawableObject.Tracking);
+                tracking.BindValueChanged(tracking =>
                 {
-                    if (tracking.NewValue)
-                        OnSliderPress();
-                    else
-                        OnSliderRelease();
-                }
-            }, true);
+                    if (DrawableObject.Judged)
+                        return;
+
+                    using (BeginAbsoluteSequence(Math.Max(Time.Current, DrawableObject.HitObject?.StartTime ?? 0)))
+                    {
+                        if (tracking.NewValue)
+                            OnSliderPress();
+                        else
+                            OnSliderRelease();
+                    }
+                }, true);
+            }
         }
 
         protected override void LoadComplete()
         {
             base.LoadComplete();
 
-            if (ParentObject != null)
+            if (DrawableObject != null)
             {
-                ParentObject.HitObjectApplied += onHitObjectApplied;
-                onHitObjectApplied(ParentObject);
+                DrawableObject.HitObjectApplied += onHitObjectApplied;
+                onHitObjectApplied(DrawableObject);
 
-                ParentObject.ApplyCustomUpdateState += updateStateTransforms;
-                updateStateTransforms(ParentObject, ParentObject.State.Value);
+                DrawableObject.ApplyCustomUpdateState += updateStateTransforms;
+                updateStateTransforms(DrawableObject, DrawableObject.State.Value);
             }
         }
 
         private void onHitObjectApplied(DrawableHitObject drawableObject)
         {
+            // Sane defaults when a new hitobject is applied to the drawable slider.
             this.ScaleTo(1f)
                 .FadeOut();
+
+            // Immediately play out any pending transforms from press/release
+            FinishTransforms(true);
         }
 
-        private void updateStateTransforms(DrawableHitObject drawableObject, ArmedState state)
+        private void updateStateTransforms(DrawableHitObject d, ArmedState state)
         {
-            Debug.Assert(ParentObject != null);
+            Debug.Assert(DrawableObject != null);
 
             switch (state)
             {
                 case ArmedState.Hit:
-                    switch (drawableObject)
+                    switch (d)
                     {
                         case DrawableSliderTail:
-                            // Use ParentObject instead of drawableObject because slider tail's
+                            // Use DrawableObject instead of local object because slider tail's
                             // HitStateUpdateTime is ~36ms before the actual slider end (aka slider
                             // tail leniency)
-                            using (BeginAbsoluteSequence(ParentObject.HitStateUpdateTime))
+                            using (BeginAbsoluteSequence(DrawableObject.HitStateUpdateTime))
                                 OnSliderEnd();
                             break;
 
                         case DrawableSliderTick:
                         case DrawableSliderRepeat:
-                            using (BeginAbsoluteSequence(drawableObject.HitStateUpdateTime))
+                            using (BeginAbsoluteSequence(d.HitStateUpdateTime))
                                 OnSliderTick();
                             break;
                     }
@@ -88,15 +98,15 @@ namespace osu.Game.Rulesets.Osu.Skinning
                     break;
 
                 case ArmedState.Miss:
-                    switch (drawableObject)
+                    switch (d)
                     {
                         case DrawableSliderTail:
                         case DrawableSliderTick:
                         case DrawableSliderRepeat:
-                            // Despite above comment, ok to use drawableObject.HitStateUpdateTime
+                            // Despite above comment, ok to use d.HitStateUpdateTime
                             // here, since on stable, the break anim plays right when the tail is
                             // missed, not when the slider ends
-                            using (BeginAbsoluteSequence(drawableObject.HitStateUpdateTime))
+                            using (BeginAbsoluteSequence(d.HitStateUpdateTime))
                                 OnSliderBreak();
                             break;
                     }
@@ -109,10 +119,10 @@ namespace osu.Game.Rulesets.Osu.Skinning
         {
             base.Dispose(isDisposing);
 
-            if (ParentObject != null)
+            if (DrawableObject != null)
             {
-                ParentObject.HitObjectApplied -= onHitObjectApplied;
-                ParentObject.ApplyCustomUpdateState -= updateStateTransforms;
+                DrawableObject.HitObjectApplied -= onHitObjectApplied;
+                DrawableObject.ApplyCustomUpdateState -= updateStateTransforms;
             }
         }
 

osu.Game.Rulesets.Osu/Skinning/Legacy/LegacyFollowCircle.cs

@@ -22,9 +22,9 @@ namespace osu.Game.Rulesets.Osu.Skinning.Legacy
 
         protected override void OnSliderPress()
         {
-            Debug.Assert(ParentObject != null);
+            Debug.Assert(DrawableObject != null);
 
-            double remainingTime = Math.Max(0, ParentObject.HitStateUpdateTime - Time.Current);
+            double remainingTime = Math.Max(0, DrawableObject.HitStateUpdateTime - Time.Current);
 
             // Note that the scale adjust here is 2 instead of DrawableSliderBall.FOLLOW_AREA to match legacy behaviour.
             // This means the actual tracking area for gameplay purposes is larger than the sprite (but skins may be accounting for this).

osu.Game.Rulesets.Taiko.Tests/TaikoDifficultyCalculatorTest.cs

@@ -14,13 +14,13 @@ namespace osu.Game.Rulesets.Taiko.Tests
     {
         protected override string ResourceAssembly => "osu.Game.Rulesets.Taiko";
 
-        [TestCase(3.0920212594351191d, 200, "diffcalc-test")]
-        [TestCase(3.0920212594351191d, 200, "diffcalc-test-strong")]
+        [TestCase(3.305554470092722d, 200, "diffcalc-test")]
+        [TestCase(3.305554470092722d, 200, "diffcalc-test-strong")]
         public void Test(double expectedStarRating, int expectedMaxCombo, string name)
             => base.Test(expectedStarRating, expectedMaxCombo, name);
 
-        [TestCase(4.0789820318081444d, 200, "diffcalc-test")]
-        [TestCase(4.0789820318081444d, 200, "diffcalc-test-strong")]
+        [TestCase(4.4472572672057815d, 200, "diffcalc-test")]
+        [TestCase(4.4472572672057815d, 200, "diffcalc-test-strong")]
         public void TestClockRateAdjusted(double expectedStarRating, int expectedMaxCombo, string name)
             => Test(expectedStarRating, expectedMaxCombo, name, new TaikoModDoubleTime());
 

osu.Game.Rulesets.Taiko.Tests/osu.Game.Rulesets.Taiko.Tests.csproj

@@ -1,7 +1,7 @@
 <Project Sdk="Microsoft.NET.Sdk">
   <Import Project="..\osu.TestProject.props" />
   <ItemGroup Label="Package References">
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.12.0" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.13.0" />
     <PackageReference Include="NUnit" Version="3.14.0" />
     <PackageReference Include="NUnit3TestAdapter" Version="4.6.0" />
   </ItemGroup>

osu.Game.Rulesets.Taiko/Difficulty/Evaluators/ColourEvaluator.cs

@@ -10,45 +10,82 @@ using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Colour.Data;
 
 namespace osu.Game.Rulesets.Taiko.Difficulty.Evaluators
 {
-    public class ColourEvaluator
+    public static class ColourEvaluator
     {
         /// <summary>
-        /// Evaluate the difficulty of the first note of a <see cref="MonoStreak"/>.
+        /// Calculates a consistency penalty based on the number of consecutive consistent intervals,
+        /// considering the delta time between each colour sequence.
         /// </summary>
-        public static double EvaluateDifficultyOf(MonoStreak monoStreak)
+        /// <param name="hitObject">The current hitObject to consider.</param>
+        /// <param name="threshold"> The allowable margin of error for determining whether ratios are consistent.</param>
+        /// <param name="maxObjectsToCheck">The maximum objects to check per count of consistent ratio.</param>
+        private static double consistentRatioPenalty(TaikoDifficultyHitObject hitObject, double threshold = 0.01, int maxObjectsToCheck = 64)
         {
-            return DifficultyCalculationUtils.Logistic(exponent: Math.E * monoStreak.Index - 2 * Math.E) * EvaluateDifficultyOf(monoStreak.Parent) * 0.5;
+            int consistentRatioCount = 0;
+            double totalRatioCount = 0.0;
+
+            TaikoDifficultyHitObject current = hitObject;
+
+            for (int i = 0; i < maxObjectsToCheck; i++)
+            {
+                // Break if there is no valid previous object
+                if (current.Index <= 1)
+                    break;
+
+                var previousHitObject = (TaikoDifficultyHitObject)current.Previous(1);
+
+                double currentRatio = current.RhythmData.Ratio;
+                double previousRatio = previousHitObject.RhythmData.Ratio;
+
+                // A consistent interval is defined as the percentage difference between the two rhythmic ratios with the margin of error.
+                if (Math.Abs(1 - currentRatio / previousRatio) <= threshold)
+                {
+                    consistentRatioCount++;
+                    totalRatioCount += currentRatio;
+                    break;
+                }
+
+                // Move to the previous object
+                current = previousHitObject;
+            }
+
+            // Ensure no division by zero
+            double ratioPenalty = 1 - totalRatioCount / (consistentRatioCount + 1) * 0.80;
+
+            return ratioPenalty;
         }
 
         /// <summary>
-        /// Evaluate the difficulty of the first note of a <see cref="AlternatingMonoPattern"/>.
+        /// Evaluate the difficulty of the first hitobject within a colour streak.
         /// </summary>
-        public static double EvaluateDifficultyOf(AlternatingMonoPattern alternatingMonoPattern)
-        {
-            return DifficultyCalculationUtils.Logistic(exponent: Math.E * alternatingMonoPattern.Index - 2 * Math.E) * EvaluateDifficultyOf(alternatingMonoPattern.Parent);
-        }
-
-        /// <summary>
-        /// Evaluate the difficulty of the first note of a <see cref="RepeatingHitPatterns"/>.
-        /// </summary>
-        public static double EvaluateDifficultyOf(RepeatingHitPatterns repeatingHitPattern)
-        {
-            return 2 * (1 - DifficultyCalculationUtils.Logistic(exponent: Math.E * repeatingHitPattern.RepetitionInterval - 2 * Math.E));
-        }
-
         public static double EvaluateDifficultyOf(DifficultyHitObject hitObject)
         {
-            TaikoDifficultyHitObjectColour colour = ((TaikoDifficultyHitObject)hitObject).Colour;
+            var taikoObject = (TaikoDifficultyHitObject)hitObject;
+            TaikoColourData colourData = taikoObject.ColourData;
             double difficulty = 0.0d;
 
-            if (colour.MonoStreak?.FirstHitObject == hitObject) // Difficulty for MonoStreak
-                difficulty += EvaluateDifficultyOf(colour.MonoStreak);
-            if (colour.AlternatingMonoPattern?.FirstHitObject == hitObject) // Difficulty for AlternatingMonoPattern
-                difficulty += EvaluateDifficultyOf(colour.AlternatingMonoPattern);
-            if (colour.RepeatingHitPattern?.FirstHitObject == hitObject) // Difficulty for RepeatingHitPattern
-                difficulty += EvaluateDifficultyOf(colour.RepeatingHitPattern);
+            if (colourData.MonoStreak?.FirstHitObject == hitObject) // Difficulty for MonoStreak
+                difficulty += evaluateMonoStreakDifficulty(colourData.MonoStreak);
+
+            if (colourData.AlternatingMonoPattern?.FirstHitObject == hitObject) // Difficulty for AlternatingMonoPattern
+                difficulty += evaluateAlternatingMonoPatternDifficulty(colourData.AlternatingMonoPattern);
+
+            if (colourData.RepeatingHitPattern?.FirstHitObject == hitObject) // Difficulty for RepeatingHitPattern
+                difficulty += evaluateRepeatingHitPatternsDifficulty(colourData.RepeatingHitPattern);
+
+            double consistencyPenalty = consistentRatioPenalty(taikoObject);
+            difficulty *= consistencyPenalty;
 
             return difficulty;
         }
+
+        private static double evaluateMonoStreakDifficulty(MonoStreak monoStreak) =>
+            DifficultyCalculationUtils.Logistic(exponent: Math.E * monoStreak.Index - 2 * Math.E) * evaluateAlternatingMonoPatternDifficulty(monoStreak.Parent) * 0.5;
+
+        private static double evaluateAlternatingMonoPatternDifficulty(AlternatingMonoPattern alternatingMonoPattern) =>
+            DifficultyCalculationUtils.Logistic(exponent: Math.E * alternatingMonoPattern.Index - 2 * Math.E) * evaluateRepeatingHitPatternsDifficulty(alternatingMonoPattern.Parent);
+
+        private static double evaluateRepeatingHitPatternsDifficulty(RepeatingHitPatterns repeatingHitPattern) =>
+            2 * (1 - DifficultyCalculationUtils.Logistic(exponent: Math.E * repeatingHitPattern.RepetitionInterval - 2 * Math.E));
     }
 }

osu.Game.Rulesets.Taiko/Difficulty/Evaluators/ReadingEvaluator.cs

@@ -0,0 +1,56 @@
+// 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 osu.Game.Rulesets.Difficulty.Utils;
+using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing;
+
+namespace osu.Game.Rulesets.Taiko.Difficulty.Evaluators
+{
+    public static class ReadingEvaluator
+    {
+        private readonly struct VelocityRange
+        {
+            public double Min { get; }
+            public double Max { get; }
+            public double Center => (Max + Min) / 2;
+            public double Range => Max - Min;
+
+            public VelocityRange(double min, double max)
+            {
+                Min = min;
+                Max = max;
+            }
+        }
+
+        /// <summary>
+        /// Calculates the influence of higher slider velocities on hitobject difficulty.
+        /// The bonus is determined based on the EffectiveBPM, shifting within a defined range
+        /// between the upper and lower boundaries to reflect how increased slider velocity impacts difficulty.
+        /// </summary>
+        /// <param name="noteObject">The hit object to evaluate.</param>
+        /// <returns>The reading difficulty value for the given hit object.</returns>
+        public static double EvaluateDifficultyOf(TaikoDifficultyHitObject noteObject)
+        {
+            var highVelocity = new VelocityRange(480, 640);
+            var midVelocity = new VelocityRange(360, 480);
+
+            // Apply a cap to prevent outlier values on maps that exceed the editor's parameters.
+            double effectiveBPM = Math.Max(1.0, noteObject.EffectiveBPM);
+
+            double midVelocityDifficulty = 0.5 * DifficultyCalculationUtils.Logistic(effectiveBPM, midVelocity.Center, 1.0 / (midVelocity.Range / 10));
+
+            // Expected DeltaTime is the DeltaTime this note would need to be spaced equally to a base slider velocity 1/4 note.
+            double expectedDeltaTime = 21000.0 / effectiveBPM;
+            double objectDensity = expectedDeltaTime / Math.Max(1.0, noteObject.DeltaTime);
+
+            // High density is penalised at high velocity as it is generally considered easier to read. See https://www.desmos.com/calculator/u63f3ntdsi
+            double densityPenalty = DifficultyCalculationUtils.Logistic(objectDensity, 0.925, 15);
+
+            double highVelocityDifficulty = (1.0 - 0.33 * densityPenalty)
+                                            * DifficultyCalculationUtils.Logistic(effectiveBPM, highVelocity.Center + 8 * densityPenalty, (1.0 + 0.5 * densityPenalty) / (highVelocity.Range / 10));
+
+            return midVelocityDifficulty + highVelocityDifficulty;
+        }
+    }
+}

osu.Game.Rulesets.Taiko/Difficulty/Evaluators/RhythmEvaluator.cs

@@ -0,0 +1,156 @@
+// 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 osu.Game.Rulesets.Difficulty.Preprocessing;
+using osu.Game.Rulesets.Difficulty.Utils;
+using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing;
+using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Rhythm;
+using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Rhythm.Data;
+
+namespace osu.Game.Rulesets.Taiko.Difficulty.Evaluators
+{
+    public class RhythmEvaluator
+    {
+        /// <summary>
+        /// Evaluate the difficulty of a hitobject considering its interval change.
+        /// </summary>
+        public static double EvaluateDifficultyOf(DifficultyHitObject hitObject, double hitWindow)
+        {
+            TaikoRhythmData rhythmData = ((TaikoDifficultyHitObject)hitObject).RhythmData;
+            double difficulty = 0.0d;
+
+            double sameRhythm = 0;
+            double samePattern = 0;
+            double intervalPenalty = 0;
+
+            if (rhythmData.SameRhythmGroupedHitObjects?.FirstHitObject == hitObject) // Difficulty for SameRhythmGroupedHitObjects
+            {
+                sameRhythm += 10.0 * evaluateDifficultyOf(rhythmData.SameRhythmGroupedHitObjects, hitWindow);
+                intervalPenalty = repeatedIntervalPenalty(rhythmData.SameRhythmGroupedHitObjects, hitWindow);
+            }
+
+            if (rhythmData.SamePatternsGroupedHitObjects?.FirstHitObject == hitObject) // Difficulty for SamePatternsGroupedHitObjects
+                samePattern += 1.15 * ratioDifficulty(rhythmData.SamePatternsGroupedHitObjects.IntervalRatio);
+
+            difficulty += Math.Max(sameRhythm, samePattern) * intervalPenalty;
+
+            return difficulty;
+        }
+
+        private static double evaluateDifficultyOf(SameRhythmHitObjectGrouping sameRhythmGroupedHitObjects, double hitWindow)
+        {
+            double intervalDifficulty = ratioDifficulty(sameRhythmGroupedHitObjects.HitObjectIntervalRatio);
+            double? previousInterval = sameRhythmGroupedHitObjects.Previous?.HitObjectInterval;
+
+            intervalDifficulty *= repeatedIntervalPenalty(sameRhythmGroupedHitObjects, hitWindow);
+
+            // If a previous interval exists and there are multiple hit objects in the sequence:
+            if (previousInterval != null && sameRhythmGroupedHitObjects.HitObjects.Count > 1)
+            {
+                double expectedDurationFromPrevious = (double)previousInterval * sameRhythmGroupedHitObjects.HitObjects.Count;
+                double durationDifference = sameRhythmGroupedHitObjects.Duration - expectedDurationFromPrevious;
+
+                if (durationDifference > 0)
+                {
+                    intervalDifficulty *= DifficultyCalculationUtils.Logistic(
+                        durationDifference / hitWindow,
+                        midpointOffset: 0.7,
+                        multiplier: 1.0,
+                        maxValue: 1);
+                }
+            }
+
+            // Penalise patterns that can be hit within a single hit window.
+            intervalDifficulty *= DifficultyCalculationUtils.Logistic(
+                sameRhythmGroupedHitObjects.Duration / hitWindow,
+                midpointOffset: 0.6,
+                multiplier: 1,
+                maxValue: 1);
+
+            return Math.Pow(intervalDifficulty, 0.75);
+        }
+
+        /// <summary>
+        /// Determines if the changes in hit object intervals is consistent based on a given threshold.
+        /// </summary>
+        private static double repeatedIntervalPenalty(SameRhythmHitObjectGrouping sameRhythmGroupedHitObjects, double hitWindow, double threshold = 0.1)
+        {
+            double longIntervalPenalty = sameInterval(sameRhythmGroupedHitObjects, 3);
+
+            double shortIntervalPenalty = sameRhythmGroupedHitObjects.HitObjects.Count < 6
+                ? sameInterval(sameRhythmGroupedHitObjects, 4)
+                : 1.0; // Returns a non-penalty if there are 6 or more notes within an interval.
+
+            // The duration penalty is based on hit object duration relative to hitWindow.
+            double durationPenalty = Math.Max(1 - sameRhythmGroupedHitObjects.Duration * 2 / hitWindow, 0.5);
+
+            return Math.Min(longIntervalPenalty, shortIntervalPenalty) * durationPenalty;
+
+            double sameInterval(SameRhythmHitObjectGrouping startObject, int intervalCount)
+            {
+                List<double?> intervals = new List<double?>();
+                var currentObject = startObject;
+
+                for (int i = 0; i < intervalCount && currentObject != null; i++)
+                {
+                    intervals.Add(currentObject.HitObjectInterval);
+                    currentObject = currentObject.Previous;
+                }
+
+                intervals.RemoveAll(interval => interval == null);
+
+                if (intervals.Count < intervalCount)
+                    return 1.0; // No penalty if there aren't enough valid intervals.
+
+                for (int i = 0; i < intervals.Count; i++)
+                {
+                    for (int j = i + 1; j < intervals.Count; j++)
+                    {
+                        double ratio = intervals[i]!.Value / intervals[j]!.Value;
+                        if (Math.Abs(1 - ratio) <= threshold) // If any two intervals are similar, apply a penalty.
+                            return 0.80;
+                    }
+                }
+
+                return 1.0; // No penalty if all intervals are different.
+            }
+        }
+
+        /// <summary>
+        /// Calculates the difficulty of a given ratio using a combination of periodic penalties and bonuses.
+        /// </summary>
+        private static double ratioDifficulty(double ratio, int terms = 8)
+        {
+            double difficulty = 0;
+
+            // Validate the ratio by ensuring it is a normal number in cases where maps breach regular mapping conditions.
+            ratio = double.IsNormal(ratio) ? ratio : 0;
+
+            for (int i = 1; i <= terms; ++i)
+            {
+                difficulty += termPenalty(ratio, i, 4, 1);
+            }
+
+            difficulty += terms / (1 + ratio);
+
+            // Give bonus to near-1 ratios
+            difficulty += DifficultyCalculationUtils.BellCurve(ratio, 1, 0.5);
+
+            // Penalize ratios that are VERY near 1
+            difficulty -= DifficultyCalculationUtils.BellCurve(ratio, 1, 0.3);
+
+            difficulty = Math.Max(difficulty, 0);
+            difficulty /= Math.Sqrt(8);
+
+            return difficulty;
+        }
+
+        /// <summary>
+        /// Multiplier for a given denominator term.
+        /// </summary>
+        private static double termPenalty(double ratio, int denominator, double power, double multiplier) =>
+            -multiplier * Math.Pow(Math.Cos(denominator * Math.PI * ratio), power);
+    }
+}

osu.Game.Rulesets.Taiko/Difficulty/Evaluators/StaminaEvaluator.cs

@@ -8,43 +8,8 @@ using osu.Game.Rulesets.Taiko.Objects;
 
 namespace osu.Game.Rulesets.Taiko.Difficulty.Evaluators
 {
-    public class StaminaEvaluator
+    public static class StaminaEvaluator
     {
-        /// <summary>
-        /// Applies a speed bonus dependent on the time since the last hit performed using this finger.
-        /// </summary>
-        /// <param name="interval">The interval between the current and previous note hit using the same finger.</param>
-        private static double speedBonus(double interval)
-        {
-            // Interval is capped at a very small value to prevent infinite values.
-            interval = Math.Max(interval, 1);
-
-            return 30 / interval;
-        }
-
-        /// <summary>
-        /// Determines the number of fingers available to hit the current <see cref="TaikoDifficultyHitObject"/>.
-        /// Any mono notes that is more than 300ms apart from a colour change will be considered to have more than 2
-        /// fingers available, since players can hit the same key with multiple fingers.
-        /// </summary>
-        private static int availableFingersFor(TaikoDifficultyHitObject hitObject)
-        {
-            DifficultyHitObject? previousColourChange = hitObject.Colour.PreviousColourChange;
-            DifficultyHitObject? nextColourChange = hitObject.Colour.NextColourChange;
-
-            if (previousColourChange != null && hitObject.StartTime - previousColourChange.StartTime < 300)
-            {
-                return 2;
-            }
-
-            if (nextColourChange != null && nextColourChange.StartTime - hitObject.StartTime < 300)
-            {
-                return 2;
-            }
-
-            return 4;
-        }
-
         /// <summary>
         /// Evaluates the minimum mechanical stamina required to play the current object. This is calculated using the
         /// maximum possible interval between two hits using the same key, by alternating available fingers for each colour.
@@ -59,17 +24,51 @@ namespace osu.Game.Rulesets.Taiko.Difficulty.Evaluators
             // Find the previous hit object hit by the current finger, which is n notes prior, n being the number of
             // available fingers.
             TaikoDifficultyHitObject taikoCurrent = (TaikoDifficultyHitObject)current;
-            TaikoDifficultyHitObject? keyPrevious = taikoCurrent.PreviousMono(availableFingersFor(taikoCurrent) - 1);
-
-            if (keyPrevious == null)
-            {
-                // There is no previous hit object hit by the current finger
-                return 0.0;
-            }
+            TaikoDifficultyHitObject? taikoPrevious = current.Previous(1) as TaikoDifficultyHitObject;
+            TaikoDifficultyHitObject? previousMono = taikoCurrent.PreviousMono(availableFingersFor(taikoCurrent) - 1);
 
             double objectStrain = 0.5; // Add a base strain to all objects
-            objectStrain += speedBonus(taikoCurrent.StartTime - keyPrevious.StartTime);
+            if (taikoPrevious == null) return objectStrain;
+
+            if (previousMono != null)
+                objectStrain += speedBonus(taikoCurrent.StartTime - previousMono.StartTime) + 0.5 * speedBonus(taikoCurrent.StartTime - taikoPrevious.StartTime);
+
             return objectStrain;
         }
+
+        /// <summary>
+        /// Applies a speed bonus dependent on the time since the last hit performed using this finger.
+        /// </summary>
+        /// <param name="interval">The interval between the current and previous note hit using the same finger.</param>
+        private static double speedBonus(double interval)
+        {
+            // Interval is capped at a very small value to prevent infinite values.
+            interval = Math.Max(interval, 1);
+
+            return 20 / interval;
+        }
+
+        /// <summary>
+        /// Determines the number of fingers available to hit the current <see cref="TaikoDifficultyHitObject"/>.
+        /// Any mono notes that is more than 300ms apart from a colour change will be considered to have more than 2
+        /// fingers available, since players can hit the same key with multiple fingers.
+        /// </summary>
+        private static int availableFingersFor(TaikoDifficultyHitObject hitObject)
+        {
+            DifficultyHitObject? previousColourChange = hitObject.ColourData.PreviousColourChange;
+            DifficultyHitObject? nextColourChange = hitObject.ColourData.NextColourChange;
+
+            if (previousColourChange != null && hitObject.StartTime - previousColourChange.StartTime < 300)
+            {
+                return 2;
+            }
+
+            if (nextColourChange != null && nextColourChange.StartTime - hitObject.StartTime < 300)
+            {
+                return 2;
+            }
+
+            return 8;
+        }
     }
 }

osu.Game.Rulesets.Taiko/Difficulty/Preprocessing/Colour/TaikoColourData.cs

@@ -8,7 +8,7 @@ namespace osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Colour
     /// <summary>
     /// Stores colour compression information for a <see cref="TaikoDifficultyHitObject"/>.
     /// </summary>
-    public class TaikoDifficultyHitObjectColour
+    public class TaikoColourData
     {
         /// <summary>
         /// The <see cref="MonoStreak"/> that encodes this note.

osu.Game.Rulesets.Taiko/Difficulty/Preprocessing/Colour/TaikoColourDifficultyPreprocessor.cs

@@ -14,8 +14,8 @@ namespace osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Colour
     public static class TaikoColourDifficultyPreprocessor
     {
         /// <summary>
-        /// Processes and encodes a list of <see cref="TaikoDifficultyHitObject"/>s into a list of <see cref="TaikoDifficultyHitObjectColour"/>s,
-        /// assigning the appropriate <see cref="TaikoDifficultyHitObjectColour"/>s to each <see cref="TaikoDifficultyHitObject"/>.
+        /// Processes and encodes a list of <see cref="TaikoDifficultyHitObject"/>s into a list of <see cref="TaikoColourData"/>s,
+        /// assigning the appropriate <see cref="TaikoColourData"/>s to each <see cref="TaikoDifficultyHitObject"/>.
         /// </summary>
         public static void ProcessAndAssign(List<DifficultyHitObject> hitObjects)
         {
@@ -41,9 +41,9 @@ namespace osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Colour
 
                         foreach (var hitObject in monoStreak.HitObjects)
                         {
-                            hitObject.Colour.RepeatingHitPattern = repeatingHitPattern;
-                            hitObject.Colour.AlternatingMonoPattern = monoPattern;
-                            hitObject.Colour.MonoStreak = monoStreak;
+                            hitObject.ColourData.RepeatingHitPattern = repeatingHitPattern;
+                            hitObject.ColourData.AlternatingMonoPattern = monoPattern;
+                            hitObject.ColourData.MonoStreak = monoStreak;
                         }
                     }
                 }

osu.Game.Rulesets.Taiko/Difficulty/Preprocessing/Rhythm/Data/SamePatternsGroupedHitObjects.cs

@@ -0,0 +1,40 @@
+// 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.Collections.Generic;
+using System.Linq;
+
+namespace osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Rhythm.Data
+{
+    /// <summary>
+    /// Represents <see cref="SameRhythmHitObjectGrouping"/> grouped by their <see cref="SameRhythmHitObjectGrouping.StartTime"/>'s interval.
+    /// </summary>
+    public class SamePatternsGroupedHitObjects
+    {
+        public IReadOnlyList<SameRhythmHitObjectGrouping> Groups { get; }
+
+        public SamePatternsGroupedHitObjects? Previous { get; }
+
+        /// <summary>
+        /// The <see cref="SameRhythmHitObjectGrouping.Interval"/> between groups <see cref="SameRhythmHitObjectGrouping"/>.
+        /// If there is only one group, this will have the value of the first group's <see cref="SameRhythmHitObjectGrouping.Interval"/>.
+        /// </summary>
+        public double GroupInterval => Groups.Count > 1 ? Groups[1].Interval : Groups[0].Interval;
+
+        /// <summary>
+        /// The ratio of <see cref="GroupInterval"/> between this and the previous <see cref="SamePatternsGroupedHitObjects"/>. In the
+        /// case where there is no previous <see cref="SamePatternsGroupedHitObjects"/>, this will have a value of 1.
+        /// </summary>
+        public double IntervalRatio => GroupInterval / Previous?.GroupInterval ?? 1.0d;
+
+        public TaikoDifficultyHitObject FirstHitObject => Groups[0].FirstHitObject;
+
+        public IEnumerable<TaikoDifficultyHitObject> AllHitObjects => Groups.SelectMany(hitObject => hitObject.HitObjects);
+
+        public SamePatternsGroupedHitObjects(SamePatternsGroupedHitObjects? previous, List<SameRhythmHitObjectGrouping> groups)
+        {
+            Previous = previous;
+            Groups = groups;
+        }
+    }
+}

osu.Game.Rulesets.Taiko/Difficulty/Preprocessing/Rhythm/Data/SameRhythmHitObjectGrouping.cs

@@ -0,0 +1,63 @@
+// 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.Collections.Generic;
+using osu.Game.Rulesets.Difficulty.Preprocessing;
+using osu.Game.Rulesets.Taiko.Difficulty.Utils;
+
+namespace osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Rhythm.Data
+{
+    /// <summary>
+    /// Represents a group of <see cref="TaikoDifficultyHitObject"/>s with no rhythm variation.
+    /// </summary>
+    public class SameRhythmHitObjectGrouping : IHasInterval
+    {
+        public readonly List<TaikoDifficultyHitObject> HitObjects;
+
+        public TaikoDifficultyHitObject FirstHitObject => HitObjects[0];
+
+        public readonly SameRhythmHitObjectGrouping? Previous;
+
+        /// <summary>
+        /// <see cref="DifficultyHitObject.StartTime"/> of the first hit object.
+        /// </summary>
+        public double StartTime => HitObjects[0].StartTime;
+
+        /// <summary>
+        /// The interval between the first and final hit object within this group.
+        /// </summary>
+        public double Duration => HitObjects[^1].StartTime - HitObjects[0].StartTime;
+
+        /// <summary>
+        /// The interval in ms of each hit object in this <see cref="SameRhythmHitObjectGrouping"/>. This is only defined if there is
+        /// more than two hit objects in this <see cref="SameRhythmHitObjectGrouping"/>.
+        /// </summary>
+        public readonly double? HitObjectInterval;
+
+        /// <summary>
+        /// The ratio of <see cref="HitObjectInterval"/> between this and the previous <see cref="SameRhythmHitObjectGrouping"/>. In the
+        /// case where one or both of the <see cref="HitObjectInterval"/> is undefined, this will have a value of 1.
+        /// </summary>
+        public readonly double HitObjectIntervalRatio;
+
+        /// <inheritdoc/>
+        public double Interval { get; }
+
+        public SameRhythmHitObjectGrouping(SameRhythmHitObjectGrouping? previous, List<TaikoDifficultyHitObject> hitObjects)
+        {
+            Previous = previous;
+            HitObjects = hitObjects;
+
+            // Calculate the average interval between hitobjects, or null if there are fewer than two
+            HitObjectInterval = HitObjects.Count < 2 ? null : Duration / (HitObjects.Count - 1);
+
+            // Calculate the ratio between this group's interval and the previous group's interval
+            HitObjectIntervalRatio = Previous?.HitObjectInterval != null && HitObjectInterval != null
+                ? HitObjectInterval.Value / Previous.HitObjectInterval.Value
+                : 1;
+
+            // Calculate the interval from the previous group's start time
+            Interval = Previous != null ? StartTime - Previous.StartTime : double.PositiveInfinity;
+        }
+    }
+}

osu.Game.Rulesets.Taiko/Difficulty/Preprocessing/Rhythm/TaikoDifficultyHitObjectRhythm.cs

@@ -1,35 +0,0 @@
-// 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.
-
-namespace osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Rhythm
-{
-    /// <summary>
-    /// Represents a rhythm change in a taiko map.
-    /// </summary>
-    public class TaikoDifficultyHitObjectRhythm
-    {
-        /// <summary>
-        /// The difficulty multiplier associated with this rhythm change.
-        /// </summary>
-        public readonly double Difficulty;
-
-        /// <summary>
-        /// The ratio of current <see cref="osu.Game.Rulesets.Difficulty.Preprocessing.DifficultyHitObject.DeltaTime"/>
-        /// to previous <see cref="osu.Game.Rulesets.Difficulty.Preprocessing.DifficultyHitObject.DeltaTime"/> for the rhythm change.
-        /// A <see cref="Ratio"/> above 1 indicates a slow-down; a <see cref="Ratio"/> below 1 indicates a speed-up.
-        /// </summary>
-        public readonly double Ratio;
-
-        /// <summary>
-        /// Creates an object representing a rhythm change.
-        /// </summary>
-        /// <param name="numerator">The numerator for <see cref="Ratio"/>.</param>
-        /// <param name="denominator">The denominator for <see cref="Ratio"/></param>
-        /// <param name="difficulty">The difficulty multiplier associated with this rhythm change.</param>
-        public TaikoDifficultyHitObjectRhythm(int numerator, int denominator, double difficulty)
-        {
-            Ratio = numerator / (double)denominator;
-            Difficulty = difficulty;
-        }
-    }
-}

osu.Game.Rulesets.Taiko/Difficulty/Preprocessing/Rhythm/TaikoRhythmData.cs

@@ -0,0 +1,79 @@
+// 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.Linq;
+using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Rhythm.Data;
+
+namespace osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Rhythm
+{
+    /// <summary>
+    /// Stores rhythm data for a <see cref="TaikoDifficultyHitObject"/>.
+    /// </summary>
+    public class TaikoRhythmData
+    {
+        /// <summary>
+        /// The group of hit objects with consistent rhythm that this object belongs to.
+        /// </summary>
+        public SameRhythmHitObjectGrouping? SameRhythmGroupedHitObjects;
+
+        /// <summary>
+        /// The larger pattern of rhythm groups that this object is part of.
+        /// </summary>
+        public SamePatternsGroupedHitObjects? SamePatternsGroupedHitObjects;
+
+        /// <summary>
+        /// The ratio of current <see cref="Rulesets.Difficulty.Preprocessing.DifficultyHitObject.DeltaTime"/>
+        /// to previous <see cref="Rulesets.Difficulty.Preprocessing.DifficultyHitObject.DeltaTime"/> for the rhythm change.
+        /// A <see cref="Ratio"/> above 1 indicates a slow-down; a <see cref="Ratio"/> below 1 indicates a speed-up.
+        /// </summary>
+        /// <remarks>
+        /// This is snapped to the closest matching <see cref="common_ratios"/>.
+        /// </remarks>
+        public readonly double Ratio;
+
+        /// <summary>
+        /// Initialises a new instance of <see cref="TaikoRhythmData"/>s,
+        /// calculating the closest rhythm change and its associated difficulty for the current hit object.
+        /// </summary>
+        /// <param name="current">The current <see cref="TaikoDifficultyHitObject"/> being processed.</param>
+        public TaikoRhythmData(TaikoDifficultyHitObject current)
+        {
+            var previous = current.Previous(0);
+
+            if (previous == null)
+            {
+                Ratio = 1;
+                return;
+            }
+
+            double actualRatio = current.DeltaTime / previous.DeltaTime;
+            double closestRatio = common_ratios.MinBy(r => Math.Abs(r - actualRatio));
+
+            Ratio = closestRatio;
+        }
+
+        /// <summary>
+        /// List of most common rhythm changes in taiko maps. Based on how each object's interval compares to the previous object.
+        /// </summary>
+        /// <remarks>
+        /// The general guidelines for the values are:
+        /// <list type="bullet">
+        /// <item>rhythm changes with ratio closer to 1 (that are <i>not</i> 1) are harder to play,</item>
+        /// <item>speeding up is <i>generally</i> harder than slowing down (with exceptions of rhythm changes requiring a hand switch).</item>
+        /// </list>
+        /// </remarks>
+        private static readonly double[] common_ratios =
+        [
+            1.0 / 1,
+            2.0 / 1,
+            1.0 / 2,
+            3.0 / 1,
+            1.0 / 3,
+            3.0 / 2,
+            2.0 / 3,
+            5.0 / 4,
+            4.0 / 5
+        ];
+    }
+}

osu.Game.Rulesets.Taiko/Difficulty/Preprocessing/Rhythm/TaikoRhythmDifficultyPreprocessor.cs

@@ -0,0 +1,52 @@
+// 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.Collections.Generic;
+using System.Linq;
+using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Rhythm.Data;
+using osu.Game.Rulesets.Taiko.Difficulty.Utils;
+
+namespace osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Rhythm
+{
+    public static class TaikoRhythmDifficultyPreprocessor
+    {
+        public static void ProcessAndAssign(List<TaikoDifficultyHitObject> hitObjects)
+        {
+            var rhythmGroups = createSameRhythmGroupedHitObjects(hitObjects);
+
+            foreach (var rhythmGroup in rhythmGroups)
+            {
+                foreach (var hitObject in rhythmGroup.HitObjects)
+                    hitObject.RhythmData.SameRhythmGroupedHitObjects = rhythmGroup;
+            }
+
+            var patternGroups = createSamePatternGroupedHitObjects(rhythmGroups);
+
+            foreach (var patternGroup in patternGroups)
+            {
+                foreach (var hitObject in patternGroup.AllHitObjects)
+                    hitObject.RhythmData.SamePatternsGroupedHitObjects = patternGroup;
+            }
+        }
+
+        private static List<SameRhythmHitObjectGrouping> createSameRhythmGroupedHitObjects(List<TaikoDifficultyHitObject> hitObjects)
+        {
+            var rhythmGroups = new List<SameRhythmHitObjectGrouping>();
+
+            foreach (var grouped in IntervalGroupingUtils.GroupByInterval(hitObjects))
+                rhythmGroups.Add(new SameRhythmHitObjectGrouping(rhythmGroups.LastOrDefault(), grouped));
+
+            return rhythmGroups;
+        }
+
+        private static List<SamePatternsGroupedHitObjects> createSamePatternGroupedHitObjects(List<SameRhythmHitObjectGrouping> rhythmGroups)
+        {
+            var patternGroups = new List<SamePatternsGroupedHitObjects>();
+
+            foreach (var grouped in IntervalGroupingUtils.GroupByInterval(rhythmGroups))
+                patternGroups.Add(new SamePatternsGroupedHitObjects(patternGroups.LastOrDefault(), grouped));
+
+            return patternGroups;
+        }
+    }
+}

osu.Game.Rulesets.Taiko/Difficulty/Preprocessing/TaikoDifficultyHitObject.cs

@@ -1,21 +1,23 @@
 // 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.Beatmaps.ControlPoints;
 using osu.Game.Rulesets.Difficulty.Preprocessing;
 using osu.Game.Rulesets.Objects;
+using osu.Game.Rulesets.Taiko.Difficulty.Evaluators;
 using osu.Game.Rulesets.Taiko.Objects;
 using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Colour;
 using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Rhythm;
+using osu.Game.Rulesets.Taiko.Difficulty.Utils;
 
 namespace osu.Game.Rulesets.Taiko.Difficulty.Preprocessing
 {
     /// <summary>
     /// Represents a single hit object in taiko difficulty calculation.
     /// </summary>
-    public class TaikoDifficultyHitObject : DifficultyHitObject
+    public class TaikoDifficultyHitObject : DifficultyHitObject, IHasInterval
     {
         /// <summary>
         /// The list of all <see cref="TaikoDifficultyHitObject"/> of the same colour as this <see cref="TaikoDifficultyHitObject"/> in the beatmap.
@@ -38,98 +40,89 @@ namespace osu.Game.Rulesets.Taiko.Difficulty.Preprocessing
         public readonly int NoteIndex;
 
         /// <summary>
-        /// The rhythm required to hit this hit object.
+        /// Rhythm data used by <see cref="RhythmEvaluator"/>.
+        /// This is populated via <see cref="TaikoRhythmDifficultyPreprocessor"/>.
         /// </summary>
-        public readonly TaikoDifficultyHitObjectRhythm Rhythm;
+        public readonly TaikoRhythmData RhythmData;
 
         /// <summary>
-        /// Colour data for this hit object. This is used by colour evaluator to calculate colour difficulty, but can be used
-        /// by other skills in the future.
+        /// Colour data used by <see cref="ColourEvaluator"/> and <see cref="StaminaEvaluator"/>.
+        /// This is populated via <see cref="TaikoColourDifficultyPreprocessor"/>.
         /// </summary>
-        public readonly TaikoDifficultyHitObjectColour Colour;
+        public readonly TaikoColourData ColourData;
+
+        /// <summary>
+        /// The adjusted BPM of this hit object, based on its slider velocity and scroll speed.
+        /// </summary>
+        public double EffectiveBPM;
 
         /// <summary>
         /// Creates a new difficulty hit object.
         /// </summary>
         /// <param name="hitObject">The gameplay <see cref="HitObject"/> associated with this difficulty object.</param>
         /// <param name="lastObject">The gameplay <see cref="HitObject"/> preceding <paramref name="hitObject"/>.</param>
-        /// <param name="lastLastObject">The gameplay <see cref="HitObject"/> preceding <paramref name="lastObject"/>.</param>
         /// <param name="clockRate">The rate of the gameplay clock. Modified by speed-changing mods.</param>
         /// <param name="objects">The list of all <see cref="DifficultyHitObject"/>s in the current beatmap.</param>
         /// <param name="centreHitObjects">The list of centre (don) <see cref="DifficultyHitObject"/>s in the current beatmap.</param>
         /// <param name="rimHitObjects">The list of rim (kat) <see cref="DifficultyHitObject"/>s in the current beatmap.</param>
         /// <param name="noteObjects">The list of <see cref="DifficultyHitObject"/>s that is a hit (i.e. not a drumroll or swell) in the current beatmap.</param>
         /// <param name="index">The position of this <see cref="DifficultyHitObject"/> in the <paramref name="objects"/> list.</param>
-        public TaikoDifficultyHitObject(HitObject hitObject, HitObject lastObject, HitObject lastLastObject, double clockRate,
+        /// <param name="controlPointInfo">The control point info of the beatmap.</param>
+        /// <param name="globalSliderVelocity">The global slider velocity of the beatmap.</param>
+        public TaikoDifficultyHitObject(HitObject hitObject, HitObject lastObject, double clockRate,
                                         List<DifficultyHitObject> objects,
                                         List<TaikoDifficultyHitObject> centreHitObjects,
                                         List<TaikoDifficultyHitObject> rimHitObjects,
-                                        List<TaikoDifficultyHitObject> noteObjects, int index)
+                                        List<TaikoDifficultyHitObject> noteObjects, int index,
+                                        ControlPointInfo controlPointInfo,
+                                        double globalSliderVelocity)
             : base(hitObject, lastObject, clockRate, objects, index)
         {
             noteDifficultyHitObjects = noteObjects;
 
-            // Create the Colour object, its properties should be filled in by TaikoDifficultyPreprocessor
-            Colour = new TaikoDifficultyHitObjectColour();
-            Rhythm = getClosestRhythm(lastObject, lastLastObject, clockRate);
+            ColourData = new TaikoColourData();
+            RhythmData = new TaikoRhythmData(this);
 
-            switch ((hitObject as Hit)?.Type)
+            if (hitObject is Hit hit)
             {
-                case HitType.Centre:
-                    MonoIndex = centreHitObjects.Count;
-                    centreHitObjects.Add(this);
-                    monoDifficultyHitObjects = centreHitObjects;
-                    break;
+                switch (hit.Type)
+                {
+                    case HitType.Centre:
+                        MonoIndex = centreHitObjects.Count;
+                        centreHitObjects.Add(this);
+                        monoDifficultyHitObjects = centreHitObjects;
+                        break;
 
-                case HitType.Rim:
-                    MonoIndex = rimHitObjects.Count;
-                    rimHitObjects.Add(this);
-                    monoDifficultyHitObjects = rimHitObjects;
-                    break;
-            }
+                    case HitType.Rim:
+                        MonoIndex = rimHitObjects.Count;
+                        rimHitObjects.Add(this);
+                        monoDifficultyHitObjects = rimHitObjects;
+                        break;
+                }
 
-            if (hitObject is Hit)
-            {
                 NoteIndex = noteObjects.Count;
                 noteObjects.Add(this);
             }
+
+            // Using `hitObject.StartTime` causes floating point error differences
+            double normalisedStartTime = StartTime * clockRate;
+
+            // Retrieve the timing point at the note's start time
+            TimingControlPoint currentControlPoint = controlPointInfo.TimingPointAt(normalisedStartTime);
+
+            // Calculate the slider velocity at the note's start time.
+            double currentSliderVelocity = calculateSliderVelocity(controlPointInfo, globalSliderVelocity, normalisedStartTime, clockRate);
+
+            EffectiveBPM = currentControlPoint.BPM * currentSliderVelocity;
         }
 
         /// <summary>
-        /// List of most common rhythm changes in taiko maps.
+        /// Calculates the slider velocity based on control point info and clock rate.
         /// </summary>
-        /// <remarks>
-        /// The general guidelines for the values are:
-        /// <list type="bullet">
-        /// <item>rhythm changes with ratio closer to 1 (that are <i>not</i> 1) are harder to play,</item>
-        /// <item>speeding up is <i>generally</i> harder than slowing down (with exceptions of rhythm changes requiring a hand switch).</item>
-        /// </list>
-        /// </remarks>
-        private static readonly TaikoDifficultyHitObjectRhythm[] common_rhythms =
+        private static double calculateSliderVelocity(ControlPointInfo controlPointInfo, double globalSliderVelocity, double startTime, double clockRate)
         {
-            new TaikoDifficultyHitObjectRhythm(1, 1, 0.0),
-            new TaikoDifficultyHitObjectRhythm(2, 1, 0.3),
-            new TaikoDifficultyHitObjectRhythm(1, 2, 0.5),
-            new TaikoDifficultyHitObjectRhythm(3, 1, 0.3),
-            new TaikoDifficultyHitObjectRhythm(1, 3, 0.35),
-            new TaikoDifficultyHitObjectRhythm(3, 2, 0.6), // purposefully higher (requires hand switch in full alternating gameplay style)
-            new TaikoDifficultyHitObjectRhythm(2, 3, 0.4),
-            new TaikoDifficultyHitObjectRhythm(5, 4, 0.5),
-            new TaikoDifficultyHitObjectRhythm(4, 5, 0.7)
-        };
-
-        /// <summary>
-        /// Returns the closest rhythm change from <see cref="common_rhythms"/> required to hit this object.
-        /// </summary>
-        /// <param name="lastObject">The gameplay <see cref="HitObject"/> preceding this one.</param>
-        /// <param name="lastLastObject">The gameplay <see cref="HitObject"/> preceding <paramref name="lastObject"/>.</param>
-        /// <param name="clockRate">The rate of the gameplay clock.</param>
-        private TaikoDifficultyHitObjectRhythm getClosestRhythm(HitObject lastObject, HitObject lastLastObject, double clockRate)
-        {
-            double prevLength = (lastObject.StartTime - lastLastObject.StartTime) / clockRate;
-            double ratio = DeltaTime / prevLength;
-
-            return common_rhythms.OrderBy(x => Math.Abs(x.Ratio - ratio)).First();
+            var activeEffectControlPoint = controlPointInfo.EffectPointAt(startTime);
+            return globalSliderVelocity * (activeEffectControlPoint.ScrollSpeed) * clockRate;
         }
 
         public TaikoDifficultyHitObject? PreviousMono(int backwardsIndex) => monoDifficultyHitObjects?.ElementAtOrDefault(MonoIndex - (backwardsIndex + 1));
@@ -139,5 +132,7 @@ namespace osu.Game.Rulesets.Taiko.Difficulty.Preprocessing
         public TaikoDifficultyHitObject? PreviousNote(int backwardsIndex) => noteDifficultyHitObjects.ElementAtOrDefault(NoteIndex - (backwardsIndex + 1));
 
         public TaikoDifficultyHitObject? NextNote(int forwardsIndex) => noteDifficultyHitObjects.ElementAtOrDefault(NoteIndex + (forwardsIndex + 1));
+
+        public double Interval => DeltaTime;
     }
 }

osu.Game.Rulesets.Taiko/Difficulty/Skills/Reading.cs

@@ -0,0 +1,48 @@
+// 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 osu.Game.Rulesets.Difficulty.Preprocessing;
+using osu.Game.Rulesets.Difficulty.Skills;
+using osu.Game.Rulesets.Difficulty.Utils;
+using osu.Game.Rulesets.Mods;
+using osu.Game.Rulesets.Taiko.Difficulty.Evaluators;
+using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing;
+using osu.Game.Rulesets.Taiko.Objects;
+
+namespace osu.Game.Rulesets.Taiko.Difficulty.Skills
+{
+    /// <summary>
+    /// Calculates the reading coefficient of taiko difficulty.
+    /// </summary>
+    public class Reading : StrainDecaySkill
+    {
+        protected override double SkillMultiplier => 1.0;
+        protected override double StrainDecayBase => 0.4;
+
+        private double currentStrain;
+
+        public Reading(Mod[] mods)
+            : base(mods)
+        {
+        }
+
+        protected override double StrainValueOf(DifficultyHitObject current)
+        {
+            // Drum Rolls and Swells are exempt.
+            if (current.BaseObject is not Hit)
+            {
+                return 0.0;
+            }
+
+            var taikoObject = (TaikoDifficultyHitObject)current;
+            int index = taikoObject.ColourData.MonoStreak?.HitObjects.IndexOf(taikoObject) ?? 0;
+
+            currentStrain *= DifficultyCalculationUtils.Logistic(index, 4, -1 / 25.0, 0.5) + 0.5;
+
+            currentStrain *= StrainDecayBase;
+            currentStrain += ReadingEvaluator.EvaluateDifficultyOf(taikoObject) * SkillMultiplier;
+
+            return currentStrain;
+        }
+    }
+}

osu.Game.Rulesets.Taiko/Difficulty/Skills/Rhythm.cs

@@ -1,13 +1,11 @@
 // 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 osu.Game.Rulesets.Difficulty.Preprocessing;
 using osu.Game.Rulesets.Difficulty.Skills;
+using osu.Game.Rulesets.Difficulty.Utils;
 using osu.Game.Rulesets.Mods;
-using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing;
-using osu.Game.Rulesets.Taiko.Objects;
-using osu.Game.Utils;
+using osu.Game.Rulesets.Taiko.Difficulty.Evaluators;
 
 namespace osu.Game.Rulesets.Taiko.Difficulty.Skills
 {
@@ -16,158 +14,26 @@ namespace osu.Game.Rulesets.Taiko.Difficulty.Skills
     /// </summary>
     public class Rhythm : StrainDecaySkill
     {
-        protected override double SkillMultiplier => 10;
-        protected override double StrainDecayBase => 0;
+        protected override double SkillMultiplier => 1.0;
+        protected override double StrainDecayBase => 0.4;
 
-        /// <summary>
-        /// The note-based decay for rhythm strain.
-        /// </summary>
-        /// <remarks>
-        /// <see cref="StrainDecayBase"/> is not used here, as it's time- and not note-based.
-        /// </remarks>
-        private const double strain_decay = 0.96;
+        private readonly double greatHitWindow;
 
-        /// <summary>
-        /// Maximum number of entries in <see cref="rhythmHistory"/>.
-        /// </summary>
-        private const int rhythm_history_max_length = 8;
-
-        /// <summary>
-        /// Contains the last <see cref="rhythm_history_max_length"/> changes in note sequence rhythms.
-        /// </summary>
-        private readonly LimitedCapacityQueue<TaikoDifficultyHitObject> rhythmHistory = new LimitedCapacityQueue<TaikoDifficultyHitObject>(rhythm_history_max_length);
-
-        /// <summary>
-        /// Contains the rolling rhythm strain.
-        /// Used to apply per-note decay.
-        /// </summary>
-        private double currentStrain;
-
-        /// <summary>
-        /// Number of notes since the last rhythm change has taken place.
-        /// </summary>
-        private int notesSinceRhythmChange;
-
-        public Rhythm(Mod[] mods)
+        public Rhythm(Mod[] mods, double greatHitWindow)
             : base(mods)
         {
+            this.greatHitWindow = greatHitWindow;
         }
 
         protected override double StrainValueOf(DifficultyHitObject current)
         {
-            // drum rolls and swells are exempt.
-            if (!(current.BaseObject is Hit))
-            {
-                resetRhythmAndStrain();
-                return 0.0;
-            }
+            double difficulty = RhythmEvaluator.EvaluateDifficultyOf(current, greatHitWindow);
 
-            currentStrain *= strain_decay;
+            // To prevent abuse of exceedingly long intervals between awkward rhythms, we penalise its difficulty.
+            double staminaDifficulty = StaminaEvaluator.EvaluateDifficultyOf(current) - 0.5; // Remove base strain
+            difficulty *= DifficultyCalculationUtils.Logistic(staminaDifficulty, 1 / 15.0, 50.0);
 
-            TaikoDifficultyHitObject hitObject = (TaikoDifficultyHitObject)current;
-            notesSinceRhythmChange += 1;
-
-            // rhythm difficulty zero (due to rhythm not changing) => no rhythm strain.
-            if (hitObject.Rhythm.Difficulty == 0.0)
-            {
-                return 0.0;
-            }
-
-            double objectStrain = hitObject.Rhythm.Difficulty;
-
-            objectStrain *= repetitionPenalties(hitObject);
-            objectStrain *= patternLengthPenalty(notesSinceRhythmChange);
-            objectStrain *= speedPenalty(hitObject.DeltaTime);
-
-            // careful - needs to be done here since calls above read this value
-            notesSinceRhythmChange = 0;
-
-            currentStrain += objectStrain;
-            return currentStrain;
-        }
-
-        /// <summary>
-        /// Returns a penalty to apply to the current hit object caused by repeating rhythm changes.
-        /// </summary>
-        /// <remarks>
-        /// Repetitions of more recent patterns are associated with a higher penalty.
-        /// </remarks>
-        /// <param name="hitObject">The current hit object being considered.</param>
-        private double repetitionPenalties(TaikoDifficultyHitObject hitObject)
-        {
-            double penalty = 1;
-
-            rhythmHistory.Enqueue(hitObject);
-
-            for (int mostRecentPatternsToCompare = 2; mostRecentPatternsToCompare <= rhythm_history_max_length / 2; mostRecentPatternsToCompare++)
-            {
-                for (int start = rhythmHistory.Count - mostRecentPatternsToCompare - 1; start >= 0; start--)
-                {
-                    if (!samePattern(start, mostRecentPatternsToCompare))
-                        continue;
-
-                    int notesSince = hitObject.Index - rhythmHistory[start].Index;
-                    penalty *= repetitionPenalty(notesSince);
-                    break;
-                }
-            }
-
-            return penalty;
-        }
-
-        /// <summary>
-        /// Determines whether the rhythm change pattern starting at <paramref name="start"/> is a repeat of any of the
-        /// <paramref name="mostRecentPatternsToCompare"/>.
-        /// </summary>
-        private bool samePattern(int start, int mostRecentPatternsToCompare)
-        {
-            for (int i = 0; i < mostRecentPatternsToCompare; i++)
-            {
-                if (rhythmHistory[start + i].Rhythm != rhythmHistory[rhythmHistory.Count - mostRecentPatternsToCompare + i].Rhythm)
-                    return false;
-            }
-
-            return true;
-        }
-
-        /// <summary>
-        /// Calculates a single rhythm repetition penalty.
-        /// </summary>
-        /// <param name="notesSince">Number of notes since the last repetition of a rhythm change.</param>
-        private static double repetitionPenalty(int notesSince) => Math.Min(1.0, 0.032 * notesSince);
-
-        /// <summary>
-        /// Calculates a penalty based on the number of notes since the last rhythm change.
-        /// Both rare and frequent rhythm changes are penalised.
-        /// </summary>
-        /// <param name="patternLength">Number of notes since the last rhythm change.</param>
-        private static double patternLengthPenalty(int patternLength)
-        {
-            double shortPatternPenalty = Math.Min(0.15 * patternLength, 1.0);
-            double longPatternPenalty = Math.Clamp(2.5 - 0.15 * patternLength, 0.0, 1.0);
-            return Math.Min(shortPatternPenalty, longPatternPenalty);
-        }
-
-        /// <summary>
-        /// Calculates a penalty for objects that do not require alternating hands.
-        /// </summary>
-        /// <param name="deltaTime">Time (in milliseconds) since the last hit object.</param>
-        private double speedPenalty(double deltaTime)
-        {
-            if (deltaTime < 80) return 1;
-            if (deltaTime < 210) return Math.Max(0, 1.4 - 0.005 * deltaTime);
-
-            resetRhythmAndStrain();
-            return 0.0;
-        }
-
-        /// <summary>
-        /// Resets the rolling strain value and <see cref="notesSinceRhythmChange"/> counter.
-        /// </summary>
-        private void resetRhythmAndStrain()
-        {
-            currentStrain = 0.0;
-            notesSinceRhythmChange = 0;
+            return difficulty;
         }
     }
 }

osu.Game.Rulesets.Taiko/Difficulty/Skills/Stamina.cs

@@ -4,6 +4,7 @@
 using System;
 using osu.Game.Rulesets.Difficulty.Preprocessing;
 using osu.Game.Rulesets.Difficulty.Skills;
+using osu.Game.Rulesets.Difficulty.Utils;
 using osu.Game.Rulesets.Mods;
 using osu.Game.Rulesets.Taiko.Difficulty.Evaluators;
 using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing;
@@ -18,7 +19,8 @@ namespace osu.Game.Rulesets.Taiko.Difficulty.Skills
         private double skillMultiplier => 1.1;
         private double strainDecayBase => 0.4;
 
-        private readonly bool singleColourStamina;
+        public readonly bool SingleColourStamina;
+        private readonly bool isConvert;
 
         private double currentStrain;
 
@@ -27,10 +29,12 @@ namespace osu.Game.Rulesets.Taiko.Difficulty.Skills
         /// </summary>
         /// <param name="mods">Mods for use in skill calculations.</param>
         /// <param name="singleColourStamina">Reads when Stamina is from a single coloured pattern.</param>
-        public Stamina(Mod[] mods, bool singleColourStamina)
+        /// <param name="isConvert">Determines if the currently evaluated beatmap is converted.</param>
+        public Stamina(Mod[] mods, bool singleColourStamina, bool isConvert)
             : base(mods)
         {
-            this.singleColourStamina = singleColourStamina;
+            SingleColourStamina = singleColourStamina;
+            this.isConvert = isConvert;
         }
 
         private double strainDecay(double ms) => Math.Pow(strainDecayBase, ms / 1000);
@@ -42,14 +46,16 @@ namespace osu.Game.Rulesets.Taiko.Difficulty.Skills
 
             // Safely prevents previous strains from shifting as new notes are added.
             var currentObject = current as TaikoDifficultyHitObject;
-            int index = currentObject?.Colour.MonoStreak?.HitObjects.IndexOf(currentObject) ?? 0;
+            int index = currentObject?.ColourData.MonoStreak?.HitObjects.IndexOf(currentObject) ?? 0;
 
-            if (singleColourStamina)
-                return currentStrain / (1 + Math.Exp(-(index - 10) / 2.0));
+            double monolengthBonus = isConvert ? 1 : 1 + Math.Min(Math.Max((index - 5) / 50.0, 0), 0.30);
 
-            return currentStrain;
+            if (SingleColourStamina)
+                return DifficultyCalculationUtils.Logistic(-(index - 10) / 2.0, currentStrain);
+
+            return currentStrain * monolengthBonus;
         }
 
-        protected override double CalculateInitialStrain(double time, DifficultyHitObject current) => singleColourStamina ? 0 : currentStrain * strainDecay(time - current.Previous(0).StartTime);
+        protected override double CalculateInitialStrain(double time, DifficultyHitObject current) => SingleColourStamina ? 0 : currentStrain * strainDecay(time - current.Previous(0).StartTime);
     }
 }

osu.Game.Rulesets.Taiko/Difficulty/TaikoDifficultyAttributes.cs

@@ -10,6 +10,24 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
 {
     public class TaikoDifficultyAttributes : DifficultyAttributes
     {
+        /// <summary>
+        /// The difficulty corresponding to the rhythm skill.
+        /// </summary>
+        [JsonProperty("rhythm_difficulty")]
+        public double RhythmDifficulty { get; set; }
+
+        /// <summary>
+        /// The difficulty corresponding to the reading skill.
+        /// </summary>
+        [JsonProperty("reading_difficulty")]
+        public double ReadingDifficulty { get; set; }
+
+        /// <summary>
+        /// The difficulty corresponding to the colour skill.
+        /// </summary>
+        [JsonProperty("colour_difficulty")]
+        public double ColourDifficulty { get; set; }
+
         /// <summary>
         /// The difficulty corresponding to the stamina skill.
         /// </summary>
@@ -22,41 +40,14 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
         [JsonProperty("mono_stamina_factor")]
         public double MonoStaminaFactor { get; set; }
 
-        /// <summary>
-        /// The difficulty corresponding to the rhythm skill.
-        /// </summary>
-        [JsonProperty("rhythm_difficulty")]
-        public double RhythmDifficulty { get; set; }
+        [JsonProperty("rhythm_difficult_strains")]
+        public double RhythmTopStrains { get; set; }
 
-        /// <summary>
-        /// The difficulty corresponding to the colour skill.
-        /// </summary>
-        [JsonProperty("colour_difficulty")]
-        public double ColourDifficulty { get; set; }
+        [JsonProperty("colour_difficult_strains")]
+        public double ColourTopStrains { get; set; }
 
-        /// <summary>
-        /// The difficulty corresponding to the hardest parts of the map.
-        /// </summary>
-        [JsonProperty("peak_difficulty")]
-        public double PeakDifficulty { get; set; }
-
-        /// <summary>
-        /// The perceived hit window for a GREAT hit inclusive of rate-adjusting mods (DT/HT/etc).
-        /// </summary>
-        /// <remarks>
-        /// Rate-adjusting mods don't directly affect the hit window, but have a perceived effect as a result of adjusting audio timing.
-        /// </remarks>
-        [JsonProperty("great_hit_window")]
-        public double GreatHitWindow { get; set; }
-
-        /// <summary>
-        /// The perceived hit window for an OK hit inclusive of rate-adjusting mods (DT/HT/etc).
-        /// </summary>
-        /// <remarks>
-        /// Rate-adjusting mods don't directly affect the hit window, but have a perceived effect as a result of adjusting audio timing.
-        /// </remarks>
-        [JsonProperty("ok_hit_window")]
-        public double OkHitWindow { get; set; }
+        [JsonProperty("stamina_difficult_strains")]
+        public double StaminaTopStrains { get; set; }
 
         public override IEnumerable<(int attributeId, object value)> ToDatabaseAttributes()
         {
@@ -64,8 +55,6 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
                 yield return v;
 
             yield return (ATTRIB_ID_DIFFICULTY, StarRating);
-            yield return (ATTRIB_ID_GREAT_HIT_WINDOW, GreatHitWindow);
-            yield return (ATTRIB_ID_OK_HIT_WINDOW, OkHitWindow);
             yield return (ATTRIB_ID_MONO_STAMINA_FACTOR, MonoStaminaFactor);
         }
 
@@ -74,8 +63,6 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
             base.FromDatabaseAttributes(values, onlineInfo);
 
             StarRating = values[ATTRIB_ID_DIFFICULTY];
-            GreatHitWindow = values[ATTRIB_ID_GREAT_HIT_WINDOW];
-            OkHitWindow = values[ATTRIB_ID_OK_HIT_WINDOW];
             MonoStaminaFactor = values[ATTRIB_ID_MONO_STAMINA_FACTOR];
         }
     }

osu.Game.Rulesets.Taiko/Difficulty/TaikoDifficultyCalculator.cs

@@ -8,10 +8,12 @@ using osu.Game.Beatmaps;
 using osu.Game.Rulesets.Difficulty;
 using osu.Game.Rulesets.Difficulty.Preprocessing;
 using osu.Game.Rulesets.Difficulty.Skills;
+using osu.Game.Rulesets.Difficulty.Utils;
 using osu.Game.Rulesets.Mods;
 using osu.Game.Rulesets.Scoring;
 using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing;
 using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Colour;
+using osu.Game.Rulesets.Taiko.Difficulty.Preprocessing.Rhythm;
 using osu.Game.Rulesets.Taiko.Difficulty.Skills;
 using osu.Game.Rulesets.Taiko.Mods;
 using osu.Game.Rulesets.Taiko.Scoring;
@@ -21,9 +23,15 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
     public class TaikoDifficultyCalculator : DifficultyCalculator
     {
         private const double difficulty_multiplier = 0.084375;
-        private const double rhythm_skill_multiplier = 0.2 * difficulty_multiplier;
+        private const double rhythm_skill_multiplier = 0.65 * difficulty_multiplier;
+        private const double reading_skill_multiplier = 0.100 * difficulty_multiplier;
         private const double colour_skill_multiplier = 0.375 * difficulty_multiplier;
-        private const double stamina_skill_multiplier = 0.375 * difficulty_multiplier;
+        private const double stamina_skill_multiplier = 0.445 * difficulty_multiplier;
+
+        private double strainLengthBonus;
+        private double patternMultiplier;
+
+        private bool isConvert;
 
         public override int Version => 20241007;
 
@@ -34,12 +42,18 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
 
         protected override Skill[] CreateSkills(IBeatmap beatmap, Mod[] mods, double clockRate)
         {
+            HitWindows hitWindows = new TaikoHitWindows();
+            hitWindows.SetDifficulty(beatmap.Difficulty.OverallDifficulty);
+
+            isConvert = beatmap.BeatmapInfo.Ruleset.OnlineID == 0;
+
             return new Skill[]
             {
-                new Rhythm(mods),
+                new Rhythm(mods, hitWindows.WindowFor(HitResult.Great) / clockRate),
+                new Reading(mods),
                 new Colour(mods),
-                new Stamina(mods, false),
-                new Stamina(mods, true)
+                new Stamina(mods, false, isConvert),
+                new Stamina(mods, true, isConvert)
             };
         }
 
@@ -53,21 +67,30 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
 
         protected override IEnumerable<DifficultyHitObject> CreateDifficultyHitObjects(IBeatmap beatmap, double clockRate)
         {
-            List<DifficultyHitObject> difficultyHitObjects = new List<DifficultyHitObject>();
-            List<TaikoDifficultyHitObject> centreObjects = new List<TaikoDifficultyHitObject>();
-            List<TaikoDifficultyHitObject> rimObjects = new List<TaikoDifficultyHitObject>();
-            List<TaikoDifficultyHitObject> noteObjects = new List<TaikoDifficultyHitObject>();
+            var difficultyHitObjects = new List<DifficultyHitObject>();
+            var centreObjects = new List<TaikoDifficultyHitObject>();
+            var rimObjects = new List<TaikoDifficultyHitObject>();
+            var noteObjects = new List<TaikoDifficultyHitObject>();
 
+            // Generate TaikoDifficultyHitObjects from the beatmap's hit objects.
             for (int i = 2; i < beatmap.HitObjects.Count; i++)
             {
-                difficultyHitObjects.Add(
-                    new TaikoDifficultyHitObject(
-                        beatmap.HitObjects[i], beatmap.HitObjects[i - 1], beatmap.HitObjects[i - 2], clockRate, difficultyHitObjects,
-                        centreObjects, rimObjects, noteObjects, difficultyHitObjects.Count)
-                );
+                difficultyHitObjects.Add(new TaikoDifficultyHitObject(
+                    beatmap.HitObjects[i],
+                    beatmap.HitObjects[i - 1],
+                    clockRate,
+                    difficultyHitObjects,
+                    centreObjects,
+                    rimObjects,
+                    noteObjects,
+                    difficultyHitObjects.Count,
+                    beatmap.ControlPointInfo,
+                    beatmap.Difficulty.SliderMultiplier
+                ));
             }
 
             TaikoColourDifficultyPreprocessor.ProcessAndAssign(difficultyHitObjects);
+            TaikoRhythmDifficultyPreprocessor.ProcessAndAssign(noteObjects);
 
             return difficultyHitObjects;
         }
@@ -77,60 +100,53 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
             if (beatmap.HitObjects.Count == 0)
                 return new TaikoDifficultyAttributes { Mods = mods };
 
-            Colour colour = (Colour)skills.First(x => x is Colour);
-            Rhythm rhythm = (Rhythm)skills.First(x => x is Rhythm);
-            Stamina stamina = (Stamina)skills.First(x => x is Stamina);
-            Stamina singleColourStamina = (Stamina)skills.Last(x => x is Stamina);
+            bool isRelax = mods.Any(h => h is TaikoModRelax);
+
+            var rhythm = skills.OfType<Rhythm>().Single();
+            var reading = skills.OfType<Reading>().Single();
+            var colour = skills.OfType<Colour>().Single();
+            var stamina = skills.OfType<Stamina>().Single(s => !s.SingleColourStamina);
+            var singleColourStamina = skills.OfType<Stamina>().Single(s => s.SingleColourStamina);
 
-            double colourRating = colour.DifficultyValue() * colour_skill_multiplier;
             double rhythmRating = rhythm.DifficultyValue() * rhythm_skill_multiplier;
+            double readingRating = reading.DifficultyValue() * reading_skill_multiplier;
+            double colourRating = colour.DifficultyValue() * colour_skill_multiplier;
             double staminaRating = stamina.DifficultyValue() * stamina_skill_multiplier;
             double monoStaminaRating = singleColourStamina.DifficultyValue() * stamina_skill_multiplier;
             double monoStaminaFactor = staminaRating == 0 ? 1 : Math.Pow(monoStaminaRating / staminaRating, 5);
 
-            double combinedRating = combinedDifficultyValue(rhythm, colour, stamina);
+            double colourDifficultStrains = colour.CountTopWeightedStrains();
+            double rhythmDifficultStrains = rhythm.CountTopWeightedStrains();
+            double staminaDifficultStrains = stamina.CountTopWeightedStrains();
+
+            // As we don't have pattern integration in osu!taiko, we apply the other two skills relative to rhythm.
+            patternMultiplier = Math.Pow(staminaRating * colourRating, 0.10);
+
+            strainLengthBonus = 1
+                                + Math.Min(Math.Max((staminaDifficultStrains - 1000) / 3700, 0), 0.15)
+                                + Math.Min(Math.Max((staminaRating - 7.0) / 1.0, 0), 0.05);
+
+            double combinedRating = combinedDifficultyValue(rhythm, reading, colour, stamina, isRelax, isConvert);
             double starRating = rescale(combinedRating * 1.4);
 
-            // TODO: This is temporary measure as we don't detect abuse of multiple-input playstyles of converts within the current system.
-            if (beatmap.BeatmapInfo.Ruleset.OnlineID == 0)
-            {
-                starRating *= 0.925;
-                // For maps with low colour variance and high stamina requirement, multiple inputs are more likely to be abused.
-                if (colourRating < 2 && staminaRating > 8)
-                    starRating *= 0.80;
-            }
-
-            HitWindows hitWindows = new TaikoHitWindows();
-            hitWindows.SetDifficulty(beatmap.Difficulty.OverallDifficulty);
-
             TaikoDifficultyAttributes attributes = new TaikoDifficultyAttributes
             {
                 StarRating = starRating,
                 Mods = mods,
+                RhythmDifficulty = rhythmRating,
+                ReadingDifficulty = readingRating,
+                ColourDifficulty = colourRating,
                 StaminaDifficulty = staminaRating,
                 MonoStaminaFactor = monoStaminaFactor,
-                RhythmDifficulty = rhythmRating,
-                ColourDifficulty = colourRating,
-                PeakDifficulty = combinedRating,
-                GreatHitWindow = hitWindows.WindowFor(HitResult.Great) / clockRate,
-                OkHitWindow = hitWindows.WindowFor(HitResult.Ok) / clockRate,
+                RhythmTopStrains = rhythmDifficultStrains,
+                ColourTopStrains = colourDifficultStrains,
+                StaminaTopStrains = staminaDifficultStrains,
                 MaxCombo = beatmap.GetMaxCombo(),
             };
 
             return attributes;
         }
 
-        /// <summary>
-        /// Applies a final re-scaling of the star rating.
-        /// </summary>
-        /// <param name="sr">The raw star rating value before re-scaling.</param>
-        private double rescale(double sr)
-        {
-            if (sr < 0) return sr;
-
-            return 10.43 * Math.Log(sr / 8 + 1);
-        }
-
         /// <summary>
         /// Returns the combined star rating of the beatmap, calculated using peak strains from all sections of the map.
         /// </summary>
@@ -138,22 +154,24 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
         /// For each section, the peak strains of all separate skills are combined into a single peak strain for the section.
         /// The resulting partial rating of the beatmap is a weighted sum of the combined peaks (higher peaks are weighted more).
         /// </remarks>
-        private double combinedDifficultyValue(Rhythm rhythm, Colour colour, Stamina stamina)
+        private double combinedDifficultyValue(Rhythm rhythm, Reading reading, Colour colour, Stamina stamina, bool isRelax, bool isConvert)
         {
             List<double> peaks = new List<double>();
 
-            var colourPeaks = colour.GetCurrentStrainPeaks().ToList();
             var rhythmPeaks = rhythm.GetCurrentStrainPeaks().ToList();
+            var readingPeaks = reading.GetCurrentStrainPeaks().ToList();
+            var colourPeaks = colour.GetCurrentStrainPeaks().ToList();
             var staminaPeaks = stamina.GetCurrentStrainPeaks().ToList();
 
             for (int i = 0; i < colourPeaks.Count; i++)
             {
-                double colourPeak = colourPeaks[i] * colour_skill_multiplier;
-                double rhythmPeak = rhythmPeaks[i] * rhythm_skill_multiplier;
-                double staminaPeak = staminaPeaks[i] * stamina_skill_multiplier;
+                double rhythmPeak = rhythmPeaks[i] * rhythm_skill_multiplier * patternMultiplier;
+                double readingPeak = readingPeaks[i] * reading_skill_multiplier;
+                double colourPeak = isRelax ? 0 : colourPeaks[i] * colour_skill_multiplier; // There is no colour difficulty in relax.
+                double staminaPeak = staminaPeaks[i] * stamina_skill_multiplier * strainLengthBonus;
+                staminaPeak /= isConvert || isRelax ? 1.5 : 1.0; // Available finger count is increased by 150%, thus we adjust accordingly.
 
-                double peak = norm(1.5, colourPeak, staminaPeak);
-                peak = norm(2, peak, rhythmPeak);
+                double peak = DifficultyCalculationUtils.Norm(2, DifficultyCalculationUtils.Norm(1.5, colourPeak, staminaPeak), rhythmPeak, readingPeak);
 
                 // Sections with 0 strain are excluded to avoid worst-case time complexity of the following sort (e.g. /b/2351871).
                 // These sections will not contribute to the difficulty.
@@ -174,10 +192,15 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
         }
 
         /// <summary>
-        /// Returns the <i>p</i>-norm of an <i>n</i>-dimensional vector.
+        /// Applies a final re-scaling of the star rating.
         /// </summary>
-        /// <param name="p">The value of <i>p</i> to calculate the norm for.</param>
-        /// <param name="values">The coefficients of the vector.</param>
-        private double norm(double p, params double[] values) => Math.Pow(values.Sum(x => Math.Pow(x, p)), 1 / p);
+        /// <param name="sr">The raw star rating value before re-scaling.</param>
+        private static double rescale(double sr)
+        {
+            if (sr < 0)
+                return sr;
+
+            return 10.43 * Math.Log(sr / 8 + 1);
+        }
     }
 }

osu.Game.Rulesets.Taiko/Difficulty/TaikoPerformanceCalculator.cs

@@ -4,12 +4,15 @@
 using System;
 using System.Collections.Generic;
 using System.Linq;
+using osu.Framework.Audio.Track;
+using osu.Framework.Extensions.IEnumerableExtensions;
 using osu.Game.Rulesets.Difficulty;
+using osu.Game.Rulesets.Difficulty.Utils;
 using osu.Game.Rulesets.Mods;
 using osu.Game.Rulesets.Scoring;
 using osu.Game.Rulesets.Taiko.Objects;
+using osu.Game.Rulesets.Taiko.Scoring;
 using osu.Game.Scoring;
-using osu.Game.Utils;
 
 namespace osu.Game.Rulesets.Taiko.Difficulty
 {
@@ -21,6 +24,9 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
         private int countMiss;
         private double? estimatedUnstableRate;
 
+        private double clockRate;
+        private double greatHitWindow;
+
         private double effectiveMissCount;
 
         public TaikoPerformanceCalculator()
@@ -36,7 +42,21 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
             countOk = score.Statistics.GetValueOrDefault(HitResult.Ok);
             countMeh = score.Statistics.GetValueOrDefault(HitResult.Meh);
             countMiss = score.Statistics.GetValueOrDefault(HitResult.Miss);
-            estimatedUnstableRate = computeDeviationUpperBound(taikoAttributes) * 10;
+
+            var track = new TrackVirtual(10000);
+            score.Mods.OfType<IApplicableToTrack>().ForEach(m => m.ApplyToTrack(track));
+            clockRate = track.Rate;
+
+            var difficulty = score.BeatmapInfo!.Difficulty.Clone();
+
+            score.Mods.OfType<IApplicableToDifficulty>().ForEach(m => m.ApplyToDifficulty(difficulty));
+
+            HitWindows hitWindows = new TaikoHitWindows();
+            hitWindows.SetDifficulty(difficulty.OverallDifficulty);
+
+            greatHitWindow = hitWindows.WindowFor(HitResult.Great) / clockRate;
+
+            estimatedUnstableRate = computeDeviationUpperBound() * 10;
 
             // The effectiveMissCount is calculated by gaining a ratio for totalSuccessfulHits and increasing the miss penalty for shorter object counts lower than 1000.
             if (totalSuccessfulHits > 0)
@@ -73,7 +93,10 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
 
         private double computeDifficultyValue(ScoreInfo score, TaikoDifficultyAttributes attributes)
         {
-            double difficultyValue = Math.Pow(5 * Math.Max(1.0, attributes.StarRating / 0.115) - 4.0, 2.25) / 1150.0;
+            double baseDifficulty = 5 * Math.Max(1.0, attributes.StarRating / 0.110) - 4.0;
+            double difficultyValue = Math.Min(Math.Pow(baseDifficulty, 3) / 69052.51, Math.Pow(baseDifficulty, 2.25) / 1250.0);
+
+            difficultyValue *= 1 + 0.10 * Math.Max(0, attributes.StarRating - 10);
 
             double lengthBonus = 1 + 0.1 * Math.Min(1.0, totalHits / 1500.0);
             difficultyValue *= lengthBonus;
@@ -86,9 +109,6 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
             if (score.Mods.Any(m => m is ModHidden))
                 difficultyValue *= 1.025;
 
-            if (score.Mods.Any(m => m is ModHardRock))
-                difficultyValue *= 1.10;
-
             if (score.Mods.Any(m => m is ModFlashlight<TaikoHitObject>))
                 difficultyValue *= Math.Max(1, 1.050 - Math.Min(attributes.MonoStaminaFactor / 50, 1) * lengthBonus);
 
@@ -97,14 +117,14 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
 
             // Scale accuracy more harshly on nearly-completely mono (single coloured) speed maps.
             double accScalingExponent = 2 + attributes.MonoStaminaFactor;
-            double accScalingShift = 300 - 100 * attributes.MonoStaminaFactor;
+            double accScalingShift = 500 - 100 * (attributes.MonoStaminaFactor * 3);
 
-            return difficultyValue * Math.Pow(SpecialFunctions.Erf(accScalingShift / (Math.Sqrt(2) * estimatedUnstableRate.Value)), accScalingExponent);
+            return difficultyValue * Math.Pow(DifficultyCalculationUtils.Erf(accScalingShift / (Math.Sqrt(2) * estimatedUnstableRate.Value)), accScalingExponent);
         }
 
         private double computeAccuracyValue(ScoreInfo score, TaikoDifficultyAttributes attributes, bool isConvert)
         {
-            if (attributes.GreatHitWindow <= 0 || estimatedUnstableRate == null)
+            if (greatHitWindow <= 0 || estimatedUnstableRate == null)
                 return 0;
 
             double accuracyValue = Math.Pow(70 / estimatedUnstableRate.Value, 1.1) * Math.Pow(attributes.StarRating, 0.4) * 100.0;
@@ -123,58 +143,23 @@ namespace osu.Game.Rulesets.Taiko.Difficulty
         /// and the hit judgements, assuming the player's mean hit error is 0. The estimation is consistent in that
         /// two SS scores on the same map with the same settings will always return the same deviation.
         /// </summary>
-        private double? computeDeviationUpperBound(TaikoDifficultyAttributes attributes)
+        private double? computeDeviationUpperBound()
         {
-            if (totalSuccessfulHits == 0 || attributes.GreatHitWindow <= 0)
+            if (countGreat == 0 || greatHitWindow <= 0)
                 return null;
 
-            double h300 = attributes.GreatHitWindow;
-            double h100 = attributes.OkHitWindow;
-
             const double z = 2.32634787404; // 99% critical value for the normal distribution (one-tailed).
 
-            // The upper bound on deviation, calculated with the ratio of 300s to objects, and the great hit window.
-            double? calcDeviationGreatWindow()
-            {
-                if (countGreat == 0) return null;
+            double n = totalHits;
 
-                double n = totalHits;
+            // Proportion of greats hit.
+            double p = countGreat / n;
 
-                // Proportion of greats hit.
-                double p = countGreat / n;
+            // We can be 99% confident that p is at least this value.
+            double pLowerBound = (n * p + z * z / 2) / (n + z * z) - z / (n + z * z) * Math.Sqrt(n * p * (1 - p) + z * z / 4);
 
-                // We can be 99% confident that p is at least this value.
-                double pLowerBound = (n * p + z * z / 2) / (n + z * z) - z / (n + z * z) * Math.Sqrt(n * p * (1 - p) + z * z / 4);
-
-                // We can be 99% confident that the deviation is not higher than:
-                return h300 / (Math.Sqrt(2) * SpecialFunctions.ErfInv(pLowerBound));
-            }
-
-            // The upper bound on deviation, calculated with the ratio of 300s + 100s to objects, and the good hit window.
-            // This will return a lower value than the first method when the number of 100s is high, but the miss count is low.
-            double? calcDeviationGoodWindow()
-            {
-                if (totalSuccessfulHits == 0) return null;
-
-                double n = totalHits;
-
-                // Proportion of greats + goods hit.
-                double p = totalSuccessfulHits / n;
-
-                // We can be 99% confident that p is at least this value.
-                double pLowerBound = (n * p + z * z / 2) / (n + z * z) - z / (n + z * z) * Math.Sqrt(n * p * (1 - p) + z * z / 4);
-
-                // We can be 99% confident that the deviation is not higher than:
-                return h100 / (Math.Sqrt(2) * SpecialFunctions.ErfInv(pLowerBound));
-            }
-
-            double? deviationGreatWindow = calcDeviationGreatWindow();
-            double? deviationGoodWindow = calcDeviationGoodWindow();
-
-            if (deviationGreatWindow is null)
-                return deviationGoodWindow;
-
-            return Math.Min(deviationGreatWindow.Value, deviationGoodWindow!.Value);
+            // We can be 99% confident that the deviation is not higher than:
+            return greatHitWindow / (Math.Sqrt(2) * DifficultyCalculationUtils.ErfInv(pLowerBound));
         }
 
         private int totalHits => countGreat + countOk + countMeh + countMiss;

osu.Game.Rulesets.Taiko/Difficulty/Utils/IHasInterval.cs

@@ -0,0 +1,16 @@
+// 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.
+
+namespace osu.Game.Rulesets.Taiko.Difficulty.Utils
+{
+    /// <summary>
+    /// The interface for objects that provide an interval value.
+    /// </summary>
+    public interface IHasInterval
+    {
+        /// <summary>
+        /// The interval – ie delta time – between this object and a known previous object.
+        /// </summary>
+        double Interval { get; }
+    }
+}

osu.Game.Rulesets.Taiko/Difficulty/Utils/IntervalGroupingUtils.cs

@@ -0,0 +1,61 @@
+// 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.Collections.Generic;
+using osu.Framework.Utils;
+
+namespace osu.Game.Rulesets.Taiko.Difficulty.Utils
+{
+    public static class IntervalGroupingUtils
+    {
+        public static List<List<T>> GroupByInterval<T>(IReadOnlyList<T> objects) where T : IHasInterval
+        {
+            var groups = new List<List<T>>();
+
+            int i = 0;
+            while (i < objects.Count)
+                groups.Add(createNextGroup(objects, ref i));
+
+            return groups;
+        }
+
+        private static List<T> createNextGroup<T>(IReadOnlyList<T> objects, ref int i) where T : IHasInterval
+        {
+            const double margin_of_error = 5;
+
+            // This never compares the first two elements in the group.
+            // This sounds wrong but is apparently "as intended" (https://github.com/ppy/osu/pull/31636#discussion_r1942673329)
+            var groupedObjects = new List<T> { objects[i] };
+            i++;
+
+            for (; i < objects.Count - 1; i++)
+            {
+                if (!Precision.AlmostEquals(objects[i].Interval, objects[i + 1].Interval, margin_of_error))
+                {
+                    // When an interval change occurs, include the object with the differing interval in the case it increased
+                    // See https://github.com/ppy/osu/pull/31636#discussion_r1942368372 for rationale.
+                    if (objects[i + 1].Interval > objects[i].Interval + margin_of_error)
+                    {
+                        groupedObjects.Add(objects[i]);
+                        i++;
+                    }
+
+                    return groupedObjects;
+                }
+
+                // No interval change occurred
+                groupedObjects.Add(objects[i]);
+            }
+
+            // Check if the last two objects in the object form a "flat" rhythm pattern within the specified margin of error.
+            // If true, add the current object to the group and increment the index to process the next object.
+            if (objects.Count > 2 && i < objects.Count && Precision.AlmostEquals(objects[^1].Interval, objects[^2].Interval, margin_of_error))
+            {
+                groupedObjects.Add(objects[i]);
+                i++;
+            }
+
+            return groupedObjects;
+        }
+    }
+}

osu.Game.Rulesets.Taiko/Edit/TaikoSelectionHandler.cs

@@ -62,10 +62,7 @@ namespace osu.Game.Rulesets.Taiko.Edit
                 if (h is not TaikoStrongableHitObject strongable) return;
 
                 if (strongable.IsStrong != state)
-                {
                     strongable.IsStrong = state;
-                    EditorBeatmap.Update(strongable);
-                }
             });
         }
 
@@ -77,10 +74,7 @@ namespace osu.Game.Rulesets.Taiko.Edit
             EditorBeatmap.PerformOnSelection(h =>
             {
                 if (h is Hit taikoHit)
-                {
                     taikoHit.Type = state ? HitType.Rim : HitType.Centre;
-                    EditorBeatmap.Update(h);
-                }
             });
         }
 

osu.Game.Rulesets.Taiko/Objects/Drawables/DrawableSwellTick.cs

@@ -4,9 +4,7 @@
 #nullable disable
 
 using JetBrains.Annotations;
-using osu.Framework.Graphics;
 using osu.Framework.Input.Events;
-using osu.Game.Rulesets.Taiko.Skinning.Default;
 using osu.Game.Skinning;
 
 namespace osu.Game.Rulesets.Taiko.Objects.Drawables
@@ -25,8 +23,6 @@ namespace osu.Game.Rulesets.Taiko.Objects.Drawables
         {
         }
 
-        protected override void UpdateInitialTransforms() => this.FadeOut();
-
         public void TriggerResult(bool hit)
         {
             HitObject.StartTime = Time.Current;
@@ -43,7 +39,6 @@ namespace osu.Game.Rulesets.Taiko.Objects.Drawables
 
         public override bool OnPressed(KeyBindingPressEvent<TaikoAction> e) => false;
 
-        protected override SkinnableDrawable CreateMainPiece() => new SkinnableDrawable(new TaikoSkinComponentLookup(TaikoSkinComponents.DrumRollTick),
-            _ => new TickPiece());
+        protected override SkinnableDrawable CreateMainPiece() => null;
     }
 }

osu.Game.Rulesets.Taiko/Objects/Drawables/DrawableTaikoHitObject.cs

@@ -154,9 +154,13 @@ namespace osu.Game.Rulesets.Taiko.Objects.Drawables
             if (MainPiece != null)
                 Content.Remove(MainPiece, true);
 
-            Content.Add(MainPiece = CreateMainPiece());
+            MainPiece = CreateMainPiece();
+
+            if (MainPiece != null)
+                Content.Add(MainPiece);
         }
 
+        [CanBeNull]
         protected abstract SkinnableDrawable CreateMainPiece();
     }
 }

osu.Game.Rulesets.Taiko/UI/DrumTouchInputArea.cs

@@ -59,11 +59,10 @@ namespace osu.Game.Rulesets.Taiko.UI
                 {
                     Anchor = Anchor.BottomCentre,
                     Origin = Anchor.BottomCentre,
-                    RelativeSizeAxes = Axes.X,
-                    Height = 350,
+                    RelativeSizeAxes = Axes.Both,
+                    Height = 0.45f,
                     Y = 20,
                     Masking = true,
-                    FillMode = FillMode.Fit,
                     Children = new Drawable[]
                     {
                         mainContent = new Container

osu.Game.Rulesets.Taiko/UI/TaikoPlayfieldAdjustmentContainer.cs

@@ -2,6 +2,8 @@
 // See the LICENCE file in the repository root for full licence text.
 
 using System;
+using osu.Framework;
+using osu.Framework.Allocation;
 using osu.Framework.Bindables;
 using osu.Framework.Graphics;
 using osu.Game.Rulesets.Taiko.Beatmaps;
@@ -19,6 +21,9 @@ namespace osu.Game.Rulesets.Taiko.UI
 
         public readonly IBindable<bool> LockPlayfieldAspectRange = new BindableBool(true);
 
+        [Resolved]
+        private OsuGame? osuGame { get; set; }
+
         public TaikoPlayfieldAdjustmentContainer()
         {
             RelativeSizeAxes = Axes.X;
@@ -56,6 +61,18 @@ namespace osu.Game.Rulesets.Taiko.UI
             relativeHeight = Math.Min(relativeHeight, 1f / 3f);
 
             Scale = new Vector2(Math.Max((Parent!.ChildSize.Y / 768f) * (relativeHeight / base_relative_height), 1f));
+
+            // on mobile platforms where the base aspect ratio is wider, the taiko playfield
+            // needs to be scaled down to remain playable.
+            if (RuntimeInfo.IsMobile && osuGame != null)
+            {
+                const float base_aspect_ratio = 1024f / 768f;
+                float gameAspectRatio = osuGame.ScalingContainerTargetDrawSize.X / osuGame.ScalingContainerTargetDrawSize.Y;
+                // this magic scale is unexplainable, but required so the playfield doesn't become too zoomed out as the aspect ratio increases.
+                const float magic_scale = 1.25f;
+                Scale *= magic_scale * new Vector2(base_aspect_ratio / gameAspectRatio);
+            }
+
             Width = 1 / Scale.X;
         }
 

osu.Game.Tests/Mods/ModUtilsTest.cs

@@ -6,6 +6,7 @@ using System.Linq;
 using Moq;
 using NUnit.Framework;
 using osu.Framework.Localisation;
+using osu.Game.Online.Rooms;
 using osu.Game.Rulesets.Mods;
 using osu.Game.Rulesets.Osu;
 using osu.Game.Rulesets.Osu.Mods;
@@ -342,6 +343,40 @@ namespace osu.Game.Tests.Mods
             Assert.AreEqual(ModUtils.FormatScoreMultiplier(1.055).ToString(), "1.06x");
         }
 
+        [Test]
+        public void TestRoomModValidity()
+        {
+            Assert.IsTrue(ModUtils.IsValidModForMatchType(new OsuModHardRock(), MatchType.Playlists));
+            Assert.IsTrue(ModUtils.IsValidModForMatchType(new OsuModDoubleTime(), MatchType.Playlists));
+            Assert.IsTrue(ModUtils.IsValidModForMatchType(new ModAdaptiveSpeed(), MatchType.Playlists));
+            Assert.IsFalse(ModUtils.IsValidModForMatchType(new OsuModAutoplay(), MatchType.Playlists));
+            Assert.IsFalse(ModUtils.IsValidModForMatchType(new OsuModTouchDevice(), MatchType.Playlists));
+
+            Assert.IsTrue(ModUtils.IsValidModForMatchType(new OsuModHardRock(), MatchType.HeadToHead));
+            Assert.IsTrue(ModUtils.IsValidModForMatchType(new OsuModDoubleTime(), MatchType.HeadToHead));
+            // For now, adaptive speed isn't allowed in multiplayer because it's a per-user rate adjustment.
+            Assert.IsFalse(ModUtils.IsValidModForMatchType(new ModAdaptiveSpeed(), MatchType.HeadToHead));
+            Assert.IsFalse(ModUtils.IsValidModForMatchType(new OsuModAutoplay(), MatchType.HeadToHead));
+            Assert.IsFalse(ModUtils.IsValidModForMatchType(new OsuModTouchDevice(), MatchType.HeadToHead));
+        }
+
+        [Test]
+        public void TestRoomFreeModValidity()
+        {
+            Assert.IsTrue(ModUtils.IsValidFreeModForMatchType(new OsuModHardRock(), MatchType.Playlists));
+            Assert.IsTrue(ModUtils.IsValidFreeModForMatchType(new OsuModDoubleTime(), MatchType.Playlists));
+            Assert.IsTrue(ModUtils.IsValidFreeModForMatchType(new ModAdaptiveSpeed(), MatchType.Playlists));
+            Assert.IsFalse(ModUtils.IsValidFreeModForMatchType(new OsuModAutoplay(), MatchType.Playlists));
+            Assert.IsFalse(ModUtils.IsValidFreeModForMatchType(new OsuModTouchDevice(), MatchType.Playlists));
+
+            Assert.IsTrue(ModUtils.IsValidFreeModForMatchType(new OsuModHardRock(), MatchType.HeadToHead));
+            // For now, all rate adjustment mods aren't allowed as free mods in multiplayer.
+            Assert.IsFalse(ModUtils.IsValidFreeModForMatchType(new OsuModDoubleTime(), MatchType.HeadToHead));
+            Assert.IsFalse(ModUtils.IsValidFreeModForMatchType(new ModAdaptiveSpeed(), MatchType.HeadToHead));
+            Assert.IsFalse(ModUtils.IsValidFreeModForMatchType(new OsuModAutoplay(), MatchType.HeadToHead));
+            Assert.IsFalse(ModUtils.IsValidFreeModForMatchType(new OsuModTouchDevice(), MatchType.HeadToHead));
+        }
+
         public abstract class CustomMod1 : Mod, IModCompatibilitySpecification
         {
         }

osu.Game.Tests/Skins/SkinDeserialisationTest.cs

@@ -73,6 +73,8 @@ namespace osu.Game.Tests.Skins
             "Archives/modified-default-20241207.osk",
             // Covers skinnable spectator list
             "Archives/modified-argon-20250116.osk",
+            // Covers player team flag
+            "Archives/modified-argon-20250214.osk",
         };
 
         /// <summary>

osu.Game.Tests/Visual/Collections/TestSceneManageCollectionsDialog.cs

@@ -376,6 +376,6 @@ namespace osu.Game.Tests.Visual.Collections
 
         private void assertCollectionName(int index, string name)
             => AddUntilStep($"item {index + 1} has correct name",
-                () => dialog.ChildrenOfType<DrawableCollectionList>().Single().OrderedItems.ElementAt(index).ChildrenOfType<TextBox>().First().Text == name);
+                () => dialog.ChildrenOfType<DrawableCollectionList>().Single().OrderedItems.ElementAtOrDefault(index)?.ChildrenOfType<TextBox>().First().Text == name);
     }
 }

osu.Game.Tests/Visual/Editing/TestSceneBeatmapSubmissionOverlay.cs

@@ -24,7 +24,11 @@ namespace osu.Game.Tests.Visual.Editing
                 Child = new DependencyProvidingContainer
                 {
                     RelativeSizeAxes = Axes.Both,
-                    CachedDependencies = new[] { (typeof(ScreenFooter), (object)footer) },
+                    CachedDependencies = new[]
+                    {
+                        (typeof(ScreenFooter), (object)footer),
+                        (typeof(BeatmapSubmissionSettings), new BeatmapSubmissionSettings()),
+                    },
                     Children = new Drawable[]
                     {
                         receptor,

osu.Game.Tests/Visual/Multiplayer/TestSceneFreeModSelectOverlay.cs

@@ -166,7 +166,7 @@ namespace osu.Game.Tests.Visual.Multiplayer
                         Anchor = Anchor.BottomRight,
                         Origin = Anchor.BottomRight,
                         Y = -ScreenFooter.HEIGHT,
-                        Current = { BindTarget = freeModSelectOverlay.SelectedMods },
+                        FreeMods = { BindTarget = freeModSelectOverlay.SelectedMods },
                     },
                     footer = new ScreenFooter(),
                 },

osu.Game.Tests/Visual/Multiplayer/TestSceneMultiSpectatorScreen.cs

@@ -372,7 +372,8 @@ namespace osu.Game.Tests.Visual.Multiplayer
 
             sendFrames(getPlayerIds(4), 300);
 
-            AddUntilStep("wait for correct track speed", () => Beatmap.Value.Track.Rate, () => Is.EqualTo(1.5));
+            AddUntilStep("wait for correct track speed",
+                () => this.ChildrenOfType<MultiSpectatorPlayer>().All(player => player.ClockAdjustmentsFromMods.AggregateTempo.Value == 1.5));
         }
 
         [Test]

osu.Game.Tests/Visual/Multiplayer/TestSceneMultiplayerParticipantsList.cs

@@ -12,11 +12,14 @@ using osu.Framework.Utils;
 using osu.Game.Graphics.Cursor;
 using osu.Game.Graphics.UserInterface;
 using osu.Game.Online;
+using osu.Game.Online.API;
 using osu.Game.Online.API.Requests.Responses;
 using osu.Game.Online.Multiplayer;
 using osu.Game.Online.Rooms;
+using osu.Game.Rulesets.Catch.Mods;
 using osu.Game.Rulesets.Mods;
 using osu.Game.Rulesets.Osu.Mods;
+using osu.Game.Rulesets.Taiko.Mods;
 using osu.Game.Screens.OnlinePlay.Multiplayer.Participants;
 using osu.Game.Users;
 using osuTK;
@@ -393,6 +396,40 @@ namespace osu.Game.Tests.Visual.Multiplayer
             });
         }
 
+        [Test]
+        public void TestModsAndRuleset()
+        {
+            AddStep("add another user", () =>
+            {
+                MultiplayerClient.AddUser(new APIUser
+                {
+                    Id = 0,
+                    Username = "User 0",
+                    RulesetsStatistics = new Dictionary<string, UserStatistics>
+                    {
+                        {
+                            Ruleset.Value.ShortName,
+                            new UserStatistics { GlobalRank = RNG.Next(1, 100000), }
+                        }
+                    },
+                    CoverUrl = @"https://osu.ppy.sh/images/headers/profile-covers/c3.jpg",
+                });
+
+                MultiplayerClient.ChangeUserBeatmapAvailability(0, BeatmapAvailability.LocallyAvailable());
+            });
+
+            AddStep("set user styles", () =>
+            {
+                MultiplayerClient.ChangeUserStyle(API.LocalUser.Value.OnlineID, 259, 1);
+                MultiplayerClient.ChangeUserMods(API.LocalUser.Value.OnlineID,
+                    [new APIMod(new TaikoModConstantSpeed()), new APIMod(new TaikoModHidden()), new APIMod(new TaikoModFlashlight()), new APIMod(new TaikoModHardRock())]);
+
+                MultiplayerClient.ChangeUserStyle(0, 259, 2);
+                MultiplayerClient.ChangeUserMods(0,
+                    [new APIMod(new CatchModFloatingFruits()), new APIMod(new CatchModHidden()), new APIMod(new CatchModMirror())]);
+            });
+        }
+
         private void createNewParticipantsList()
         {
             ParticipantsList? participantsList = null;

osu.Game.Tests/Visual/Multiplayer/TestSceneMultiplayerPlaylist.cs

@@ -266,7 +266,7 @@ namespace osu.Game.Tests.Visual.Multiplayer
 
         private void assertQueueTabCount(int count)
         {
-            string queueTabText = count > 0 ? $"Queue ({count})" : "Queue";
+            string queueTabText = count > 0 ? $"Up next ({count})" : "Up next";
             AddUntilStep($"Queue tab shows \"{queueTabText}\"", () =>
             {
                 return this.ChildrenOfType<OsuTabControl<MultiplayerPlaylistDisplayMode>.OsuTabItem>()

osu.Game.Tests/Visual/Navigation/TestSceneScreenNavigation.cs

@@ -11,6 +11,7 @@ using NUnit.Framework;
 using osu.Framework.Allocation;
 using osu.Framework.Configuration;
 using osu.Framework.Extensions;
+using osu.Framework.Extensions.IEnumerableExtensions;
 using osu.Framework.Graphics;
 using osu.Framework.Graphics.Containers;
 using osu.Framework.Graphics.UserInterface;
@@ -52,7 +53,6 @@ using osu.Game.Tests.Resources;
 using osu.Game.Utils;
 using osuTK;
 using osuTK.Input;
-using SharpCompress;
 
 namespace osu.Game.Tests.Visual.Navigation
 {

osu.Game.Tests/Visual/Online/TestSceneChannelList.cs

@@ -115,6 +115,8 @@ namespace osu.Game.Tests.Visual.Online
                     channelList.AddChannel(createRandomPrivateChannel());
             });
 
+            AddStep("Add Team Channel", () => channelList.AddChannel(createRandomTeamChannel()));
+
             AddStep("Add Announce Channels", () =>
             {
                 for (int i = 0; i < 2; i++)
@@ -189,5 +191,16 @@ namespace osu.Game.Tests.Visual.Online
                 Id = id,
             };
         }
+
+        private Channel createRandomTeamChannel()
+        {
+            int id = TestResources.GetNextTestID();
+            return new Channel
+            {
+                Name = $"Team {id}",
+                Type = ChannelType.Team,
+                Id = id,
+            };
+        }
     }
 }

osu.Game.Tests/Visual/Online/TestSceneUserProfileOverlay.cs

@@ -346,6 +346,13 @@ namespace osu.Game.Tests.Visual.Online
             Twitter = "test_user",
             Discord = "test_user",
             Website = "https://google.com",
+            Team = new APITeam
+            {
+                Id = 1,
+                Name = "Collective Wangs",
+                ShortName = "WANG",
+                FlagUrl = "https://assets.ppy.sh/teams/flag/1/wanglogo.jpg",
+            }
         };
     }
 }

osu.Game.Tests/Visual/Playlists/TestSceneAddPlaylistToCollectionButton.cs

@@ -0,0 +1,116 @@
+// 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.Diagnostics;
+using System.Linq;
+using NUnit.Framework;
+using osu.Framework.Allocation;
+using osu.Framework.Audio;
+using osu.Framework.Graphics;
+using osu.Framework.Platform;
+using osu.Framework.Testing;
+using osu.Game.Beatmaps;
+using osu.Game.Collections;
+using osu.Game.Database;
+using osu.Game.Online.Rooms;
+using osu.Game.Overlays;
+using osu.Game.Rulesets;
+using osu.Game.Rulesets.Osu;
+using osu.Game.Screens.OnlinePlay.Playlists;
+using osuTK;
+using osuTK.Input;
+
+namespace osu.Game.Tests.Visual.Playlists
+{
+    public partial class TestSceneAddPlaylistToCollectionButton : OsuManualInputManagerTestScene
+    {
+        private BeatmapManager manager = null!;
+        private BeatmapSetInfo importedBeatmap = null!;
+        private Room room = null!;
+        private AddPlaylistToCollectionButton button = null!;
+
+        [BackgroundDependencyLoader]
+        private void load(GameHost host, AudioManager audio)
+        {
+            Dependencies.Cache(new RealmRulesetStore(Realm));
+            Dependencies.Cache(manager = new BeatmapManager(LocalStorage, Realm, API, audio, Resources, host, Beatmap.Default));
+            Dependencies.Cache(Realm);
+
+            Add(notificationOverlay);
+        }
+
+        [Cached(typeof(INotificationOverlay))]
+        private NotificationOverlay notificationOverlay = new NotificationOverlay
+        {
+            Anchor = Anchor.TopRight,
+            Origin = Anchor.TopRight,
+        };
+
+        [SetUpSteps]
+        public void SetUpSteps()
+        {
+            AddStep("clear realm", () => Realm.Realm.Write(() => Realm.Realm.RemoveAll<BeatmapCollection>()));
+
+            AddStep("clear notifications", () =>
+            {
+                foreach (var notification in notificationOverlay.AllNotifications)
+                    notification.Close(runFlingAnimation: false);
+            });
+
+            importBeatmap();
+
+            setupRoom();
+
+            AddStep("create button", () =>
+            {
+                Add(button = new AddPlaylistToCollectionButton(room)
+                {
+                    Anchor = Anchor.Centre,
+                    Origin = Anchor.Centre,
+                    Size = new Vector2(300, 40),
+                });
+            });
+        }
+
+        [Test]
+        public void TestButtonFlow()
+        {
+            AddStep("move mouse to button", () => InputManager.MoveMouseTo(button));
+
+            AddStep("click button", () => InputManager.Click(MouseButton.Left));
+
+            AddUntilStep("notification shown", () => notificationOverlay.AllNotifications.Any(n => n.Text.ToString().StartsWith("Created new collection", StringComparison.Ordinal)));
+
+            AddUntilStep("realm is updated", () => Realm.Realm.All<BeatmapCollection>().FirstOrDefault(c => c.Name == room.Name) != null);
+        }
+
+        private void importBeatmap() => AddStep("import beatmap", () =>
+        {
+            var beatmap = CreateBeatmap(new OsuRuleset().RulesetInfo);
+
+            Debug.Assert(beatmap.BeatmapInfo.BeatmapSet != null);
+
+            importedBeatmap = manager.Import(beatmap.BeatmapInfo.BeatmapSet)!.Value.Detach();
+        });
+
+        private void setupRoom() => AddStep("setup room", () =>
+        {
+            room = new Room
+            {
+                Name = "my awesome room",
+                MaxAttempts = 5,
+                Host = API.LocalUser.Value
+            };
+            room.RecentParticipants = [room.Host];
+            room.EndDate = DateTimeOffset.Now.AddMinutes(5);
+            room.Playlist =
+            [
+                new PlaylistItem(importedBeatmap.Beatmaps.First())
+                {
+                    RulesetID = new OsuRuleset().RulesetInfo.OnlineID
+                }
+            ];
+        });
+    }
+}

osu.Game.Tests/Visual/SongSelect/BeatmapCarouselV2TestScene.cs

@@ -17,6 +17,7 @@ using osu.Game.Beatmaps;
 using osu.Game.Database;
 using osu.Game.Graphics;
 using osu.Game.Graphics.Containers;
+using osu.Game.Overlays;
 using osu.Game.Screens.Select;
 using osu.Game.Screens.SelectV2;
 using osu.Game.Tests.Beatmaps;
@@ -39,6 +40,9 @@ namespace osu.Game.Tests.Visual.SongSelect
         [Cached(typeof(BeatmapStore))]
         private BeatmapStore store;
 
+        [Cached]
+        private readonly OverlayColourProvider colourProvider = new OverlayColourProvider(OverlayColourScheme.Aquamarine);
+
         private OsuTextFlowContainer stats = null!;
 
         private int beatmapCount;
@@ -94,7 +98,7 @@ namespace osu.Game.Tests.Visual.SongSelect
                                 {
                                     Anchor = Anchor.Centre,
                                     Origin = Anchor.Centre,
-                                    Width = 500,
+                                    Width = 800,
                                     RelativeSizeAxes = Axes.Y,
                                 },
                             },
@@ -185,6 +189,7 @@ namespace osu.Game.Tests.Visual.SongSelect
                         .Where(p => ((ICarouselPanel)p).Item?.IsVisible == true)
                         .OrderBy(p => p.Y)
                         .ElementAt(index)
+                        .ChildrenOfType<PanelBase>().Single()
                         .TriggerClick();
             });
         }

osu.Game.Tests/Visual/SongSelect/TestSceneBeatmapCarouselV2ArtistGrouping.cs

@@ -28,42 +28,42 @@ namespace osu.Game.Tests.Visual.SongSelect
         [Test]
         public void TestOpenCloseGroupWithNoSelectionMouse()
         {
-            AddAssert("no beatmaps visible", () => Carousel.ChildrenOfType<BeatmapPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
-            AddUntilStep("no sets visible", () => Carousel.ChildrenOfType<BeatmapSetPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
+            AddAssert("no beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmap>().Count(p => p.Alpha > 0), () => Is.Zero);
+            AddUntilStep("no sets visible", () => Carousel.ChildrenOfType<PanelBeatmapSet>().Count(p => p.Alpha > 0), () => Is.Zero);
             CheckNoSelection();
 
-            ClickVisiblePanel<GroupPanel>(0);
+            ClickVisiblePanel<PanelGroup>(0);
 
-            AddUntilStep("some sets visible", () => Carousel.ChildrenOfType<BeatmapSetPanel>().Count(p => p.Alpha > 0), () => Is.GreaterThan(0));
-            AddUntilStep("no beatmaps visible", () => Carousel.ChildrenOfType<BeatmapPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
+            AddUntilStep("some sets visible", () => Carousel.ChildrenOfType<PanelBeatmapSet>().Count(p => p.Alpha > 0), () => Is.GreaterThan(0));
+            AddUntilStep("no beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmap>().Count(p => p.Alpha > 0), () => Is.Zero);
             CheckNoSelection();
 
-            ClickVisiblePanel<GroupPanel>(0);
+            ClickVisiblePanel<PanelGroup>(0);
 
-            AddUntilStep("no sets visible", () => Carousel.ChildrenOfType<BeatmapSetPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
-            AddUntilStep("no beatmaps visible", () => Carousel.ChildrenOfType<BeatmapPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
+            AddUntilStep("no sets visible", () => Carousel.ChildrenOfType<PanelBeatmapSet>().Count(p => p.Alpha > 0), () => Is.Zero);
+            AddUntilStep("no beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmap>().Count(p => p.Alpha > 0), () => Is.Zero);
             CheckNoSelection();
         }
 
         [Test]
         public void TestOpenCloseGroupWithNoSelectionKeyboard()
         {
-            AddAssert("no beatmaps visible", () => Carousel.ChildrenOfType<BeatmapPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
-            AddUntilStep("no sets visible", () => Carousel.ChildrenOfType<BeatmapSetPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
+            AddAssert("no beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmap>().Count(p => p.Alpha > 0), () => Is.Zero);
+            AddUntilStep("no sets visible", () => Carousel.ChildrenOfType<PanelBeatmapSet>().Count(p => p.Alpha > 0), () => Is.Zero);
             CheckNoSelection();
 
             SelectNextPanel();
             Select();
 
-            AddUntilStep("some sets visible", () => Carousel.ChildrenOfType<BeatmapSetPanel>().Count(p => p.Alpha > 0), () => Is.GreaterThan(0));
-            AddUntilStep("no beatmaps visible", () => Carousel.ChildrenOfType<BeatmapPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
+            AddUntilStep("some sets visible", () => Carousel.ChildrenOfType<PanelBeatmapSet>().Count(p => p.Alpha > 0), () => Is.GreaterThan(0));
+            AddUntilStep("no beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmap>().Count(p => p.Alpha > 0), () => Is.Zero);
             AddAssert("keyboard selected is expanded", () => GetKeyboardSelectedPanel()?.Expanded.Value, () => Is.True);
             CheckNoSelection();
 
             Select();
 
-            AddUntilStep("no sets visible", () => Carousel.ChildrenOfType<BeatmapSetPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
-            AddUntilStep("no beatmaps visible", () => Carousel.ChildrenOfType<BeatmapPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
+            AddUntilStep("no sets visible", () => Carousel.ChildrenOfType<PanelBeatmapSet>().Count(p => p.Alpha > 0), () => Is.Zero);
+            AddUntilStep("no beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmap>().Count(p => p.Alpha > 0), () => Is.Zero);
             AddAssert("keyboard selected is collapsed", () => GetKeyboardSelectedPanel()?.Expanded.Value, () => Is.False);
             CheckNoSelection();
         }
@@ -96,10 +96,10 @@ namespace osu.Game.Tests.Visual.SongSelect
             AddUntilStep("drawable selection restored", () => GetSelectedPanel()?.Item?.Model, () => Is.EqualTo(selection));
             AddAssert("carousel item is visible", () => GetSelectedPanel()?.Item?.IsVisible, () => Is.True);
 
-            ClickVisiblePanel<GroupPanel>(0);
+            ClickVisiblePanel<PanelGroup>(0);
             AddUntilStep("carousel item not visible", GetSelectedPanel, () => Is.Null);
 
-            ClickVisiblePanel<GroupPanel>(0);
+            ClickVisiblePanel<PanelGroup>(0);
             AddUntilStep("carousel item is visible", () => GetSelectedPanel()?.Item?.IsVisible, () => Is.True);
         }
 
@@ -137,7 +137,7 @@ namespace osu.Game.Tests.Visual.SongSelect
             // open first group
             Select();
             CheckNoSelection();
-            AddUntilStep("some beatmaps visible", () => Carousel.ChildrenOfType<BeatmapSetPanel>().Count(p => p.Alpha > 0), () => Is.GreaterThan(0));
+            AddUntilStep("some beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmapSet>().Count(p => p.Alpha > 0), () => Is.GreaterThan(0));
 
             SelectNextPanel();
             Select();

osu.Game.Tests/Visual/SongSelect/TestSceneBeatmapCarouselV2DifficultyGrouping.cs

@@ -29,32 +29,32 @@ namespace osu.Game.Tests.Visual.SongSelect
         [Test]
         public void TestOpenCloseGroupWithNoSelectionMouse()
         {
-            AddAssert("no beatmaps visible", () => Carousel.ChildrenOfType<BeatmapPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
+            AddAssert("no beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmap>().Count(p => p.Alpha > 0), () => Is.Zero);
             CheckNoSelection();
 
-            ClickVisiblePanel<GroupPanel>(0);
-            AddUntilStep("some beatmaps visible", () => Carousel.ChildrenOfType<BeatmapPanel>().Count(p => p.Alpha > 0), () => Is.GreaterThan(0));
+            ClickVisiblePanel<PanelGroup>(0);
+            AddUntilStep("some beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmap>().Count(p => p.Alpha > 0), () => Is.GreaterThan(0));
             CheckNoSelection();
 
-            ClickVisiblePanel<GroupPanel>(0);
-            AddUntilStep("no beatmaps visible", () => Carousel.ChildrenOfType<BeatmapPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
+            ClickVisiblePanel<PanelGroup>(0);
+            AddUntilStep("no beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmap>().Count(p => p.Alpha > 0), () => Is.Zero);
             CheckNoSelection();
         }
 
         [Test]
         public void TestOpenCloseGroupWithNoSelectionKeyboard()
         {
-            AddAssert("no beatmaps visible", () => Carousel.ChildrenOfType<BeatmapPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
+            AddAssert("no beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmap>().Count(p => p.Alpha > 0), () => Is.Zero);
             CheckNoSelection();
 
             SelectNextPanel();
             Select();
-            AddUntilStep("some beatmaps visible", () => Carousel.ChildrenOfType<BeatmapPanel>().Count(p => p.Alpha > 0), () => Is.GreaterThan(0));
+            AddUntilStep("some beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmap>().Count(p => p.Alpha > 0), () => Is.GreaterThan(0));
             AddAssert("keyboard selected is expanded", () => GetKeyboardSelectedPanel()?.Expanded.Value, () => Is.True);
             CheckNoSelection();
 
             Select();
-            AddUntilStep("no beatmaps visible", () => Carousel.ChildrenOfType<BeatmapPanel>().Count(p => p.Alpha > 0), () => Is.Zero);
+            AddUntilStep("no beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmap>().Count(p => p.Alpha > 0), () => Is.Zero);
             AddAssert("keyboard selected is collapsed", () => GetKeyboardSelectedPanel()?.Expanded.Value, () => Is.False);
             CheckNoSelection();
         }
@@ -87,10 +87,10 @@ namespace osu.Game.Tests.Visual.SongSelect
             AddUntilStep("drawable selection restored", () => GetSelectedPanel()?.Item?.Model, () => Is.EqualTo(selection));
             AddAssert("carousel item is visible", () => GetSelectedPanel()?.Item?.IsVisible, () => Is.True);
 
-            ClickVisiblePanel<GroupPanel>(0);
+            ClickVisiblePanel<PanelGroup>(0);
             AddUntilStep("carousel item not visible", GetSelectedPanel, () => Is.Null);
 
-            ClickVisiblePanel<GroupPanel>(0);
+            ClickVisiblePanel<PanelGroup>(0);
             AddUntilStep("carousel item is visible", () => GetSelectedPanel()?.Item?.IsVisible, () => Is.True);
         }
 
@@ -120,18 +120,18 @@ namespace osu.Game.Tests.Visual.SongSelect
             SelectNextGroup();
             WaitForGroupSelection(0, 0);
 
-            AddAssert("keyboard selected panel is beatmap", GetKeyboardSelectedPanel, Is.TypeOf<BeatmapPanel>);
-            AddAssert("selected panel is beatmap", GetSelectedPanel, Is.TypeOf<BeatmapPanel>);
+            AddAssert("keyboard selected panel is beatmap", GetKeyboardSelectedPanel, Is.TypeOf<PanelBeatmap>);
+            AddAssert("selected panel is beatmap", GetSelectedPanel, Is.TypeOf<PanelBeatmap>);
 
-            ClickVisiblePanel<GroupPanel>(0);
-            AddAssert("keyboard selected panel is group", GetKeyboardSelectedPanel, Is.TypeOf<GroupPanel>);
+            ClickVisiblePanel<PanelGroup>(0);
+            AddAssert("keyboard selected panel is group", GetKeyboardSelectedPanel, Is.TypeOf<PanelGroup>);
             AddAssert("keyboard selected panel is contracted", () => GetKeyboardSelectedPanel()?.Expanded.Value, () => Is.False);
 
-            ClickVisiblePanel<GroupPanel>(0);
-            AddAssert("keyboard selected panel is group", GetKeyboardSelectedPanel, Is.TypeOf<GroupPanel>);
+            ClickVisiblePanel<PanelGroup>(0);
+            AddAssert("keyboard selected panel is group", GetKeyboardSelectedPanel, Is.TypeOf<PanelGroup>);
             AddAssert("keyboard selected panel is expanded", () => GetKeyboardSelectedPanel()?.Expanded.Value, () => Is.True);
 
-            AddAssert("selected panel is still beatmap", GetSelectedPanel, Is.TypeOf<BeatmapPanel>);
+            AddAssert("selected panel is still beatmap", GetSelectedPanel, Is.TypeOf<PanelBeatmap>);
         }
 
         [Test]
@@ -146,7 +146,7 @@ namespace osu.Game.Tests.Visual.SongSelect
             // open first group
             Select();
             CheckNoSelection();
-            AddUntilStep("some beatmaps visible", () => Carousel.ChildrenOfType<BeatmapPanel>().Count(p => p.Alpha > 0), () => Is.GreaterThan(0));
+            AddUntilStep("some beatmaps visible", () => Carousel.ChildrenOfType<PanelBeatmap>().Count(p => p.Alpha > 0), () => Is.GreaterThan(0));
 
             SelectNextPanel();
             Select();
@@ -171,23 +171,23 @@ namespace osu.Game.Tests.Visual.SongSelect
         [Test]
         public void TestInputHandlingWithinGaps()
         {
-            AddAssert("no beatmaps visible", () => !GetVisiblePanels<BeatmapPanel>().Any());
+            AddAssert("no beatmaps visible", () => !GetVisiblePanels<PanelBeatmap>().Any());
 
             // Clicks just above the first group panel should not actuate any action.
-            ClickVisiblePanelWithOffset<GroupPanel>(0, new Vector2(0, -(GroupPanel.HEIGHT / 2 + 1)));
+            ClickVisiblePanelWithOffset<PanelGroup>(0, new Vector2(0, -(PanelGroup.HEIGHT / 2 + 1)));
 
-            AddAssert("no beatmaps visible", () => !GetVisiblePanels<BeatmapPanel>().Any());
+            AddAssert("no beatmaps visible", () => !GetVisiblePanels<PanelBeatmap>().Any());
 
-            ClickVisiblePanelWithOffset<GroupPanel>(0, new Vector2(0, -(GroupPanel.HEIGHT / 2)));
+            ClickVisiblePanelWithOffset<PanelGroup>(0, new Vector2(0, -(PanelGroup.HEIGHT / 2)));
 
-            AddUntilStep("wait for beatmaps visible", () => GetVisiblePanels<BeatmapPanel>().Any());
+            AddUntilStep("wait for beatmaps visible", () => GetVisiblePanels<PanelBeatmap>().Any());
             CheckNoSelection();
 
             // Beatmap panels expand their selection area to cover holes from spacing.
-            ClickVisiblePanelWithOffset<BeatmapPanel>(0, new Vector2(0, -(CarouselItem.DEFAULT_HEIGHT / 2 + 1)));
+            ClickVisiblePanelWithOffset<PanelBeatmap>(0, new Vector2(0, -(CarouselItem.DEFAULT_HEIGHT / 2 + 1)));
             WaitForGroupSelection(0, 0);
 
-            ClickVisiblePanelWithOffset<BeatmapPanel>(1, new Vector2(0, (CarouselItem.DEFAULT_HEIGHT / 2 + 1)));
+            ClickVisiblePanelWithOffset<PanelBeatmap>(1, new Vector2(0, (CarouselItem.DEFAULT_HEIGHT / 2 + 1)));
             WaitForGroupSelection(0, 1);
         }
     }

osu.Game.Tests/Visual/SongSelect/TestSceneBeatmapCarouselV2NoGrouping.cs

@@ -213,27 +213,27 @@ namespace osu.Game.Tests.Visual.SongSelect
             AddBeatmaps(2, 5);
             WaitForDrawablePanels();
 
-            AddAssert("no beatmaps visible", () => !GetVisiblePanels<BeatmapPanel>().Any());
+            AddAssert("no beatmaps visible", () => !GetVisiblePanels<PanelBeatmap>().Any());
 
             // Clicks just above the first group panel should not actuate any action.
-            ClickVisiblePanelWithOffset<BeatmapSetPanel>(0, new Vector2(0, -(BeatmapSetPanel.HEIGHT / 2 + 1)));
+            ClickVisiblePanelWithOffset<PanelBeatmapSet>(0, new Vector2(0, -(PanelBeatmapSet.HEIGHT / 2 + 1)));
 
-            AddAssert("no beatmaps visible", () => !GetVisiblePanels<BeatmapPanel>().Any());
+            AddAssert("no beatmaps visible", () => !GetVisiblePanels<PanelBeatmap>().Any());
 
-            ClickVisiblePanelWithOffset<BeatmapSetPanel>(0, new Vector2(0, -(BeatmapSetPanel.HEIGHT / 2)));
+            ClickVisiblePanelWithOffset<PanelBeatmapSet>(0, new Vector2(0, -(PanelBeatmapSet.HEIGHT / 2)));
 
-            AddUntilStep("wait for beatmaps visible", () => GetVisiblePanels<BeatmapPanel>().Any());
+            AddUntilStep("wait for beatmaps visible", () => GetVisiblePanels<PanelBeatmap>().Any());
             WaitForSelection(0, 0);
 
             // Beatmap panels expand their selection area to cover holes from spacing.
-            ClickVisiblePanelWithOffset<BeatmapPanel>(1, new Vector2(0, -(CarouselItem.DEFAULT_HEIGHT / 2 + 1)));
+            ClickVisiblePanelWithOffset<PanelBeatmap>(1, new Vector2(0, -(CarouselItem.DEFAULT_HEIGHT / 2 + 1)));
             WaitForSelection(0, 0);
 
             // Panels with higher depth will handle clicks in the gutters for simplicity.
-            ClickVisiblePanelWithOffset<BeatmapPanel>(2, new Vector2(0, (CarouselItem.DEFAULT_HEIGHT / 2 + 1)));
+            ClickVisiblePanelWithOffset<PanelBeatmap>(2, new Vector2(0, (CarouselItem.DEFAULT_HEIGHT / 2 + 1)));
             WaitForSelection(0, 2);
 
-            ClickVisiblePanelWithOffset<BeatmapPanel>(3, new Vector2(0, (CarouselItem.DEFAULT_HEIGHT / 2 + 1)));
+            ClickVisiblePanelWithOffset<PanelBeatmap>(3, new Vector2(0, (CarouselItem.DEFAULT_HEIGHT / 2 + 1)));
             WaitForSelection(0, 3);
         }
 

osu.Game.Tests/Visual/SongSelect/TestSceneBeatmapCarouselV2Scrolling.cs

@@ -30,16 +30,16 @@ namespace osu.Game.Tests.Visual.SongSelect
             Quad positionBefore = default;
 
             AddStep("select middle beatmap", () => Carousel.CurrentSelection = BeatmapSets.ElementAt(BeatmapSets.Count - 2).Beatmaps.First());
-            AddStep("scroll to selected item", () => Scroll.ScrollTo(Scroll.ChildrenOfType<BeatmapPanel>().Single(p => p.Selected.Value)));
+            AddStep("scroll to selected item", () => Scroll.ScrollTo(Scroll.ChildrenOfType<PanelBeatmap>().Single(p => p.Selected.Value)));
 
             WaitForScrolling();
 
-            AddStep("save selected screen position", () => positionBefore = Carousel.ChildrenOfType<BeatmapPanel>().FirstOrDefault(p => p.Selected.Value)!.ScreenSpaceDrawQuad);
+            AddStep("save selected screen position", () => positionBefore = Carousel.ChildrenOfType<PanelBeatmap>().FirstOrDefault(p => p.Selected.Value)!.ScreenSpaceDrawQuad);
 
             RemoveFirstBeatmap();
             WaitForSorting();
 
-            AddAssert("select screen position unchanged", () => Carousel.ChildrenOfType<BeatmapPanel>().Single(p => p.Selected.Value).ScreenSpaceDrawQuad,
+            AddAssert("select screen position unchanged", () => Carousel.ChildrenOfType<PanelBeatmap>().Single(p => p.Selected.Value).ScreenSpaceDrawQuad,
                 () => Is.EqualTo(positionBefore));
         }
 
@@ -54,11 +54,11 @@ namespace osu.Game.Tests.Visual.SongSelect
 
             WaitForScrolling();
 
-            AddStep("save selected screen position", () => positionBefore = Carousel.ChildrenOfType<BeatmapPanel>().FirstOrDefault(p => p.Selected.Value)!.ScreenSpaceDrawQuad);
+            AddStep("save selected screen position", () => positionBefore = Carousel.ChildrenOfType<PanelBeatmap>().FirstOrDefault(p => p.Selected.Value)!.ScreenSpaceDrawQuad);
 
             RemoveFirstBeatmap();
             WaitForSorting();
-            AddAssert("select screen position unchanged", () => Carousel.ChildrenOfType<BeatmapPanel>().Single(p => p.Selected.Value).ScreenSpaceDrawQuad,
+            AddAssert("select screen position unchanged", () => Carousel.ChildrenOfType<PanelBeatmap>().Single(p => p.Selected.Value).ScreenSpaceDrawQuad,
                 () => Is.EqualTo(positionBefore));
         }
     }

osu.Game.Tests/Visual/SongSelectV2/TestSceneBeatmapCarouselV2DifficultyPanel.cs

@@ -0,0 +1,105 @@
+// 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.Linq;
+using NUnit.Framework;
+using osu.Framework.Allocation;
+using osu.Framework.Graphics;
+using osu.Framework.Graphics.Containers;
+using osu.Framework.Utils;
+using osu.Game.Beatmaps;
+using osu.Game.Overlays;
+using osu.Game.Rulesets.Mania;
+using osu.Game.Rulesets.Osu;
+using osu.Game.Screens.SelectV2;
+using osu.Game.Tests.Resources;
+using osu.Game.Tests.Visual.UserInterface;
+using osuTK;
+
+namespace osu.Game.Tests.Visual.SongSelectV2
+{
+    public partial class TestSceneBeatmapCarouselV2DifficultyPanel : ThemeComparisonTestScene
+    {
+        [Resolved]
+        private BeatmapManager beatmaps { get; set; } = null!;
+
+        private BeatmapInfo beatmap = null!;
+
+        public TestSceneBeatmapCarouselV2DifficultyPanel()
+            : base(false)
+        {
+        }
+
+        [SetUp]
+        public void SetUp() => Schedule(() =>
+        {
+            var beatmapSet = beatmaps.GetAllUsableBeatmapSets().FirstOrDefault(b => b.OnlineID == 241526)
+                             ?? beatmaps.GetAllUsableBeatmapSets().FirstOrDefault(b => !b.Protected)
+                             ?? TestResources.CreateTestBeatmapSetInfo();
+
+            beatmap = beatmapSet.Beatmaps.First();
+        });
+
+        [Test]
+        public void TestDisplay()
+        {
+            AddStep("display", () => CreateThemedContent(OverlayColourScheme.Aquamarine));
+        }
+
+        [Test]
+        public void TestRandomBeatmap()
+        {
+            AddStep("random beatmap", () =>
+            {
+                var randomSet = beatmaps.GetAllUsableBeatmapSets().MinBy(_ => RNG.Next());
+                randomSet ??= TestResources.CreateTestBeatmapSetInfo();
+                beatmap = randomSet.Beatmaps.MinBy(_ => RNG.Next())!;
+
+                CreateThemedContent(OverlayColourScheme.Aquamarine);
+            });
+        }
+
+        [Test]
+        public void TestManiaRuleset()
+        {
+            AddToggleStep("mania ruleset", v => Ruleset.Value = v ? new ManiaRuleset().RulesetInfo : new OsuRuleset().RulesetInfo);
+        }
+
+        protected override Drawable CreateContent()
+        {
+            return new FillFlowContainer
+            {
+                Anchor = Anchor.Centre,
+                Origin = Anchor.Centre,
+                Width = 0.5f,
+                RelativeSizeAxes = Axes.X,
+                AutoSizeAxes = Axes.Y,
+                Direction = FillDirection.Vertical,
+                Spacing = new Vector2(0f, 5f),
+                Children = new Drawable[]
+                {
+                    new PanelBeatmap
+                    {
+                        Item = new CarouselItem(beatmap)
+                    },
+                    new PanelBeatmap
+                    {
+                        Item = new CarouselItem(beatmap),
+                        KeyboardSelected = { Value = true }
+                    },
+                    new PanelBeatmap
+                    {
+                        Item = new CarouselItem(beatmap),
+                        Selected = { Value = true }
+                    },
+                    new PanelBeatmap
+                    {
+                        Item = new CarouselItem(beatmap),
+                        KeyboardSelected = { Value = true },
+                        Selected = { Value = true }
+                    },
+                }
+            };
+        }
+    }
+}

osu.Game.Tests/Visual/SongSelectV2/TestSceneBeatmapCarouselV2GroupPanel.cs

@@ -0,0 +1,83 @@
+// 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 osu.Framework.Graphics;
+using osu.Framework.Graphics.Containers;
+using osu.Game.Screens.SelectV2;
+using osu.Game.Tests.Visual.UserInterface;
+using osuTK;
+
+namespace osu.Game.Tests.Visual.SongSelectV2
+{
+    public partial class TestSceneBeatmapCarouselV2GroupPanel : ThemeComparisonTestScene
+    {
+        public TestSceneBeatmapCarouselV2GroupPanel()
+            : base(false)
+        {
+        }
+
+        protected override Drawable CreateContent()
+        {
+            return new FillFlowContainer
+            {
+                Anchor = Anchor.Centre,
+                Origin = Anchor.Centre,
+                Width = 0.5f,
+                RelativeSizeAxes = Axes.X,
+                AutoSizeAxes = Axes.Y,
+                Direction = FillDirection.Vertical,
+                Spacing = new Vector2(0f, 5f),
+                Children = new Drawable[]
+                {
+                    new PanelGroup
+                    {
+                        Item = new CarouselItem(new GroupDefinition('A', "Group A"))
+                    },
+                    new PanelGroup
+                    {
+                        Item = new CarouselItem(new GroupDefinition('A', "Group A")),
+                        KeyboardSelected = { Value = true }
+                    },
+                    new PanelGroup
+                    {
+                        Item = new CarouselItem(new GroupDefinition('A', "Group A")),
+                        Expanded = { Value = true }
+                    },
+                    new PanelGroup
+                    {
+                        Item = new CarouselItem(new GroupDefinition('A', "Group A")),
+                        KeyboardSelected = { Value = true },
+                        Expanded = { Value = true }
+                    },
+                    new PanelGroupStarDifficulty
+                    {
+                        Item = new CarouselItem(new GroupDefinition(1, "1"))
+                    },
+                    new PanelGroupStarDifficulty
+                    {
+                        Item = new CarouselItem(new GroupDefinition(3, "3")),
+                        Expanded = { Value = true }
+                    },
+                    new PanelGroupStarDifficulty
+                    {
+                        Item = new CarouselItem(new GroupDefinition(5, "5")),
+                    },
+                    new PanelGroupStarDifficulty
+                    {
+                        Item = new CarouselItem(new GroupDefinition(7, "7")),
+                        Expanded = { Value = true }
+                    },
+                    new PanelGroupStarDifficulty
+                    {
+                        Item = new CarouselItem(new GroupDefinition(8, "8")),
+                    },
+                    new PanelGroupStarDifficulty
+                    {
+                        Item = new CarouselItem(new GroupDefinition(9, "9")),
+                        Expanded = { Value = true }
+                    },
+                }
+            };
+        }
+    }
+}

osu.Game.Tests/Visual/SongSelectV2/TestSceneBeatmapCarouselV2SetPanel.cs

@@ -0,0 +1,95 @@
+// 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.Linq;
+using NUnit.Framework;
+using osu.Framework.Allocation;
+using osu.Framework.Graphics;
+using osu.Framework.Graphics.Containers;
+using osu.Framework.Utils;
+using osu.Game.Beatmaps;
+using osu.Game.Overlays;
+using osu.Game.Screens.SelectV2;
+using osu.Game.Tests.Resources;
+using osu.Game.Tests.Visual.UserInterface;
+using osuTK;
+
+namespace osu.Game.Tests.Visual.SongSelectV2
+{
+    public partial class TestSceneBeatmapCarouselV2SetPanel : ThemeComparisonTestScene
+    {
+        [Resolved]
+        private BeatmapManager beatmaps { get; set; } = null!;
+
+        private BeatmapSetInfo beatmapSet = null!;
+
+        public TestSceneBeatmapCarouselV2SetPanel()
+            : base(false)
+        {
+        }
+
+        [SetUp]
+        public void SetUp() => Schedule(() =>
+        {
+            beatmapSet = beatmaps.GetAllUsableBeatmapSets().FirstOrDefault(b => b.OnlineID == 241526)
+                         ?? beatmaps.GetAllUsableBeatmapSets().FirstOrDefault(b => !b.Protected)
+                         ?? TestResources.CreateTestBeatmapSetInfo();
+        });
+
+        [Test]
+        public void TestDisplay()
+        {
+            AddStep("display", () => CreateThemedContent(OverlayColourScheme.Aquamarine));
+        }
+
+        [Test]
+        public void TestRandomBeatmap()
+        {
+            AddStep("random beatmap", () =>
+            {
+                var randomSet = beatmaps.GetAllUsableBeatmapSets().MinBy(_ => RNG.Next());
+                randomSet ??= TestResources.CreateTestBeatmapSetInfo();
+                beatmapSet = randomSet;
+
+                CreateThemedContent(OverlayColourScheme.Aquamarine);
+            });
+        }
+
+        protected override Drawable CreateContent()
+        {
+            return new FillFlowContainer
+            {
+                Anchor = Anchor.Centre,
+                Origin = Anchor.Centre,
+                Width = 0.5f,
+                RelativeSizeAxes = Axes.X,
+                AutoSizeAxes = Axes.Y,
+                Direction = FillDirection.Vertical,
+                Spacing = new Vector2(0f, 5f),
+                Children = new Drawable[]
+                {
+                    new PanelBeatmapSet
+                    {
+                        Item = new CarouselItem(beatmapSet)
+                    },
+                    new PanelBeatmapSet
+                    {
+                        Item = new CarouselItem(beatmapSet),
+                        KeyboardSelected = { Value = true }
+                    },
+                    new PanelBeatmapSet
+                    {
+                        Item = new CarouselItem(beatmapSet),
+                        Expanded = { Value = true }
+                    },
+                    new PanelBeatmapSet
+                    {
+                        Item = new CarouselItem(beatmapSet),
+                        KeyboardSelected = { Value = true },
+                        Expanded = { Value = true }
+                    },
+                }
+            };
+        }
+    }
+}

osu.Game.Tests/Visual/SongSelectV2/TestSceneBeatmapCarouselV2StandalonePanel.cs

@@ -0,0 +1,105 @@
+// 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.Linq;
+using NUnit.Framework;
+using osu.Framework.Allocation;
+using osu.Framework.Graphics;
+using osu.Framework.Graphics.Containers;
+using osu.Framework.Utils;
+using osu.Game.Beatmaps;
+using osu.Game.Overlays;
+using osu.Game.Rulesets.Mania;
+using osu.Game.Rulesets.Osu;
+using osu.Game.Screens.SelectV2;
+using osu.Game.Tests.Resources;
+using osu.Game.Tests.Visual.UserInterface;
+using osuTK;
+
+namespace osu.Game.Tests.Visual.SongSelectV2
+{
+    public partial class TestSceneBeatmapCarouselV2StandalonePanel : ThemeComparisonTestScene
+    {
+        [Resolved]
+        private BeatmapManager beatmaps { get; set; } = null!;
+
+        private BeatmapInfo beatmap = null!;
+
+        public TestSceneBeatmapCarouselV2StandalonePanel()
+            : base(false)
+        {
+        }
+
+        [SetUp]
+        public void SetUp() => Schedule(() =>
+        {
+            var beatmapSet = beatmaps.GetAllUsableBeatmapSets().FirstOrDefault(b => b.OnlineID == 241526)
+                             ?? beatmaps.GetAllUsableBeatmapSets().FirstOrDefault(b => !b.Protected)
+                             ?? TestResources.CreateTestBeatmapSetInfo();
+
+            beatmap = beatmapSet.Beatmaps.First();
+        });
+
+        [Test]
+        public void TestDisplay()
+        {
+            AddStep("display", () => CreateThemedContent(OverlayColourScheme.Aquamarine));
+        }
+
+        [Test]
+        public void TestRandomBeatmap()
+        {
+            AddStep("random beatmap", () =>
+            {
+                var randomSet = beatmaps.GetAllUsableBeatmapSets().MinBy(_ => RNG.Next());
+                randomSet ??= TestResources.CreateTestBeatmapSetInfo();
+                beatmap = randomSet.Beatmaps.MinBy(_ => RNG.Next())!;
+
+                CreateThemedContent(OverlayColourScheme.Aquamarine);
+            });
+        }
+
+        [Test]
+        public void TestManiaRuleset()
+        {
+            AddToggleStep("mania ruleset", v => Ruleset.Value = v ? new ManiaRuleset().RulesetInfo : new OsuRuleset().RulesetInfo);
+        }
+
+        protected override Drawable CreateContent()
+        {
+            return new FillFlowContainer
+            {
+                Anchor = Anchor.Centre,
+                Origin = Anchor.Centre,
+                Width = 0.5f,
+                RelativeSizeAxes = Axes.X,
+                AutoSizeAxes = Axes.Y,
+                Direction = FillDirection.Vertical,
+                Spacing = new Vector2(0f, 5f),
+                Children = new Drawable[]
+                {
+                    new PanelBeatmapStandalone
+                    {
+                        Item = new CarouselItem(beatmap)
+                    },
+                    new PanelBeatmapStandalone
+                    {
+                        Item = new CarouselItem(beatmap),
+                        KeyboardSelected = { Value = true }
+                    },
+                    new PanelBeatmapStandalone
+                    {
+                        Item = new CarouselItem(beatmap),
+                        Selected = { Value = true }
+                    },
+                    new PanelBeatmapStandalone
+                    {
+                        Item = new CarouselItem(beatmap),
+                        KeyboardSelected = { Value = true },
+                        Selected = { Value = true }
+                    },
+                }
+            };
+        }
+    }
+}

osu.Game.Tests/Visual/SongSelectV2/TestSceneSongSelect.cs

@@ -9,15 +9,27 @@ using osu.Framework.Allocation;
 using osu.Framework.Graphics;
 using osu.Framework.Graphics.Containers;
 using osu.Framework.Graphics.Cursor;
+using osu.Framework.Platform;
 using osu.Framework.Screens;
 using osu.Framework.Testing;
+using osu.Game.Beatmaps;
+using osu.Game.Configuration;
+using osu.Game.Database;
+using osu.Game.Online.API;
+using osu.Game.Overlays;
 using osu.Game.Overlays.Mods;
+using osu.Game.Rulesets;
+using osu.Game.Rulesets.Catch;
+using osu.Game.Rulesets.Mania;
 using osu.Game.Rulesets.Mods;
+using osu.Game.Rulesets.Osu;
 using osu.Game.Rulesets.Osu.Mods;
+using osu.Game.Rulesets.Taiko;
 using osu.Game.Screens;
 using osu.Game.Screens.Footer;
 using osu.Game.Screens.Menu;
 using osu.Game.Screens.SelectV2.Footer;
+using osu.Game.Tests.Resources;
 using osuTK.Input;
 
 namespace osu.Game.Tests.Visual.SongSelectV2
@@ -30,6 +42,10 @@ namespace osu.Game.Tests.Visual.SongSelectV2
         [Cached]
         private readonly OsuLogo logo;
 
+        private BeatmapManager beatmapManager = null!;
+
+        protected override bool UseOnlineAPI => true;
+
         public TestSceneSongSelect()
         {
             Children = new Drawable[]
@@ -49,6 +65,35 @@ namespace osu.Game.Tests.Visual.SongSelectV2
             };
         }
 
+        [BackgroundDependencyLoader]
+        private void load(GameHost host, IAPIProvider onlineAPI)
+        {
+            BeatmapStore beatmapStore;
+            BeatmapUpdater beatmapUpdater;
+            BeatmapDifficultyCache difficultyCache;
+
+            // These DI caches are required to ensure for interactive runs this test scene doesn't nuke all user beatmaps in the local install.
+            // At a point we have isolated interactive test runs enough, this can likely be removed.
+            Dependencies.Cache(new RealmRulesetStore(Realm));
+            Dependencies.Cache(Realm);
+            Dependencies.Cache(difficultyCache = new BeatmapDifficultyCache());
+            Dependencies.Cache(beatmapManager = new BeatmapManager(LocalStorage, Realm, onlineAPI, Audio, Resources, host, Beatmap.Default, difficultyCache));
+            Dependencies.CacheAs(beatmapUpdater = new BeatmapUpdater(beatmapManager, difficultyCache, onlineAPI, LocalStorage));
+            Dependencies.CacheAs(beatmapStore = new RealmDetachedBeatmapStore());
+
+            beatmapManager.ProcessBeatmap = (set, scope) => beatmapUpdater.Process(set, scope);
+
+            MusicController music;
+            Dependencies.Cache(music = new MusicController());
+
+            // required to get bindables attached
+            Add(difficultyCache);
+            Add(music);
+            Add(beatmapStore);
+
+            Dependencies.Cache(new OsuConfigManager(LocalStorage));
+        }
+
         protected override void LoadComplete()
         {
             base.LoadComplete();
@@ -64,6 +109,16 @@ namespace osu.Game.Tests.Visual.SongSelectV2
 
             AddStep("load screen", () => Stack.Push(new Screens.SelectV2.SongSelectV2()));
             AddUntilStep("wait for load", () => Stack.CurrentScreen is Screens.SelectV2.SongSelectV2 songSelect && songSelect.IsLoaded);
+            AddStep("import test beatmap", () => beatmapManager.Import(TestResources.GetTestBeatmapForImport()));
+        }
+
+        [Test]
+        public void TestRulesets()
+        {
+            AddStep("set osu ruleset", () => Ruleset.Value = new OsuRuleset().RulesetInfo);
+            AddStep("set taiko ruleset", () => Ruleset.Value = new TaikoRuleset().RulesetInfo);
+            AddStep("set catch ruleset", () => Ruleset.Value = new CatchRuleset().RulesetInfo);
+            AddStep("set mania ruleset", () => Ruleset.Value = new ManiaRuleset().RulesetInfo);
         }
 
         #region Footer
@@ -80,8 +135,11 @@ namespace osu.Game.Tests.Visual.SongSelectV2
             AddStep("modified", () => SelectedMods.Value = new List<Mod> { new OsuModDoubleTime { SpeedChange = { Value = 1.2 } } });
             AddStep("modified + one", () => SelectedMods.Value = new List<Mod> { new OsuModHidden(), new OsuModDoubleTime { SpeedChange = { Value = 1.2 } } });
             AddStep("modified + two", () => SelectedMods.Value = new List<Mod> { new OsuModHidden(), new OsuModHardRock(), new OsuModDoubleTime { SpeedChange = { Value = 1.2 } } });
-            AddStep("modified + three", () => SelectedMods.Value = new List<Mod> { new OsuModHidden(), new OsuModHardRock(), new OsuModClassic(), new OsuModDoubleTime { SpeedChange = { Value = 1.2 } } });
-            AddStep("modified + four", () => SelectedMods.Value = new List<Mod> { new OsuModHidden(), new OsuModHardRock(), new OsuModClassic(), new OsuModDifficultyAdjust(), new OsuModDoubleTime { SpeedChange = { Value = 1.2 } } });
+            AddStep("modified + three",
+                () => SelectedMods.Value = new List<Mod> { new OsuModHidden(), new OsuModHardRock(), new OsuModClassic(), new OsuModDoubleTime { SpeedChange = { Value = 1.2 } } });
+            AddStep("modified + four",
+                () => SelectedMods.Value = new List<Mod>
+                    { new OsuModHidden(), new OsuModHardRock(), new OsuModClassic(), new OsuModDifficultyAdjust(), new OsuModDoubleTime { SpeedChange = { Value = 1.2 } } });
 
             AddStep("clear mods", () => SelectedMods.Value = Array.Empty<Mod>());
             AddWaitStep("wait", 3);

osu.Game.Tests/Visual/SongSelectV2/TestSceneUpdateBeatmapSetButtonV2.cs

@@ -0,0 +1,62 @@
+// 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 NUnit.Framework;
+using osu.Framework.Graphics;
+using osu.Game.Beatmaps;
+using osu.Game.Screens.SelectV2;
+
+namespace osu.Game.Tests.Visual.SongSelectV2
+{
+    public partial class TestSceneUpdateBeatmapSetButtonV2 : OsuTestScene
+    {
+        private UpdateBeatmapSetButton button = null!;
+
+        [SetUp]
+        public void SetUp() => Schedule(() =>
+        {
+            Child = button = new UpdateBeatmapSetButton
+            {
+                Anchor = Anchor.Centre,
+                Origin = Anchor.Centre,
+            };
+        });
+
+        [Test]
+        public void TestNullBeatmap()
+        {
+            AddStep("null beatmap", () => button.BeatmapSet = null);
+            AddAssert("button invisible", () => button.Alpha == 0f);
+        }
+
+        [Test]
+        public void TestUpdatedBeatmap()
+        {
+            AddStep("updated beatmap", () => button.BeatmapSet = new BeatmapSetInfo
+            {
+                Beatmaps = { new BeatmapInfo() }
+            });
+            AddAssert("button invisible", () => button.Alpha == 0f);
+        }
+
+        [Test]
+        public void TestNonUpdatedBeatmap()
+        {
+            AddStep("non-updated beatmap", () => button.BeatmapSet = new BeatmapSetInfo
+            {
+                Beatmaps =
+                {
+                    new BeatmapInfo
+                    {
+                        MD5Hash = "test",
+                        OnlineMD5Hash = "online",
+                        LastOnlineUpdate = DateTimeOffset.Now,
+                    }
+                }
+            });
+
+            AddAssert("button visible", () => button.Alpha == 1f);
+        }
+    }
+}

osu.Game.Tests/Visual/UserInterface/TestSceneModDifficultyAdjustSettings.cs

@@ -18,6 +18,7 @@ using osu.Game.Rulesets.Mods;
 using osu.Game.Rulesets.Osu.Mods;
 using osuTK;
 using osuTK.Graphics;
+using osuTK.Input;
 
 namespace osu.Game.Tests.Visual.UserInterface
 {
@@ -220,6 +221,29 @@ namespace osu.Game.Tests.Visual.UserInterface
             checkBindableAtValue("Circle Size", null);
         }
 
+        [Test]
+        public void TestResetToDefaultViaDoubleClickingNub()
+        {
+            setBeatmapWithDifficultyParameters(5);
+
+            setSliderValue("Circle Size", 3);
+            setExtendedLimits(true);
+
+            checkSliderAtValue("Circle Size", 3);
+            checkBindableAtValue("Circle Size", 3);
+
+            AddStep("double click circle size nub", () =>
+            {
+                var nub = this.ChildrenOfType<RoundedSliderBar<float>.SliderNub>().First();
+                InputManager.MoveMouseTo(nub);
+                InputManager.Click(MouseButton.Left);
+                InputManager.Click(MouseButton.Left);
+            });
+
+            checkSliderAtValue("Circle Size", 5);
+            checkBindableAtValue("Circle Size", null);
+        }
+
         [Test]
         public void TestModSettingChangeTracker()
         {

osu.Game.Tests/osu.Game.Tests.csproj

@@ -1,7 +1,7 @@
 <Project Sdk="Microsoft.NET.Sdk">
   <Import Project="..\osu.TestProject.props" />
   <ItemGroup Label="Package References">
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.12.0" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.13.0" />
     <PackageReference Include="DeepEqual" Version="4.2.1" />
     <PackageReference Include="Nito.AsyncEx" Version="5.1.2" />
     <PackageReference Include="NUnit" Version="3.14.0" />

osu.Game.Tournament.Tests/osu.Game.Tournament.Tests.csproj

@@ -4,7 +4,7 @@
     <StartupObject>osu.Game.Tournament.Tests.TournamentTestRunner</StartupObject>
   </PropertyGroup>
   <ItemGroup Label="Package References">
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.12.0" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.13.0" />
     <PackageReference Include="NUnit" Version="3.14.0" />
     <PackageReference Include="NUnit3TestAdapter" Version="4.6.0" />
   </ItemGroup>

osu.Game.Tournament/Components/DrawableTeamFlag.cs

@@ -6,6 +6,7 @@ using osu.Framework.Allocation;
 using osu.Framework.Bindables;
 using osu.Framework.Graphics;
 using osu.Framework.Graphics.Containers;
+using osu.Framework.Graphics.Shapes;
 using osu.Framework.Graphics.Sprites;
 using osu.Framework.Graphics.Textures;
 using osu.Game.Tournament.Models;
@@ -35,12 +36,20 @@ namespace osu.Game.Tournament.Components
             Size = new Vector2(75, 54);
             Masking = true;
             CornerRadius = 5;
-            Child = flagSprite = new Sprite
+            Children = new Drawable[]
             {
-                RelativeSizeAxes = Axes.Both,
-                Anchor = Anchor.Centre,
-                Origin = Anchor.Centre,
-                FillMode = FillMode.Fill
+                new Box
+                {
+                    RelativeSizeAxes = Axes.Both,
+                    Colour = Colour4.FromHex("333"),
+                },
+                flagSprite = new Sprite
+                {
+                    RelativeSizeAxes = Axes.Both,
+                    Anchor = Anchor.Centre,
+                    Origin = Anchor.Centre,
+                    FillMode = FillMode.Fit
+                },
             };
 
             (flag = team.FlagName.GetBoundCopy()).BindValueChanged(_ => flagSprite.Texture = textures.Get($@"Flags/{team.FlagName}"), true);

osu.Game/Beatmaps/Drawables/DifficultySpectrumDisplay.cs

@@ -28,7 +28,7 @@ namespace osu.Game.Beatmaps.Drawables
                 dotSize = value;
 
                 if (IsLoaded)
-                    updateDotDimensions();
+                    updateDisplay();
             }
         }
 
@@ -42,13 +42,27 @@ namespace osu.Game.Beatmaps.Drawables
                 dotSpacing = value;
 
                 if (IsLoaded)
-                    updateDotDimensions();
+                    updateDisplay();
+            }
+        }
+
+        private IBeatmapSetInfo? beatmapSet;
+
+        public IBeatmapSetInfo? BeatmapSet
+        {
+            get => beatmapSet;
+            set
+            {
+                beatmapSet = value;
+
+                if (IsLoaded)
+                    updateDisplay();
             }
         }
 
         private readonly FillFlowContainer<RulesetDifficultyGroup> flow;
 
-        public DifficultySpectrumDisplay(IBeatmapSetInfo beatmapSet)
+        public DifficultySpectrumDisplay(IBeatmapSetInfo? beatmapSet = null)
         {
             AutoSizeAxes = Axes.Both;
 
@@ -59,25 +73,31 @@ namespace osu.Game.Beatmaps.Drawables
                 Direction = FillDirection.Horizontal,
             };
 
-            // matching web: https://github.com/ppy/osu-web/blob/d06d8c5e735eb1f48799b1654b528e9a7afb0a35/resources/assets/lib/beatmapset-panel.tsx#L127
-            bool collapsed = beatmapSet.Beatmaps.Count() > 12;
-
-            foreach (var rulesetGrouping in beatmapSet.Beatmaps.GroupBy(beatmap => beatmap.Ruleset).OrderBy(group => group.Key))
-                flow.Add(new RulesetDifficultyGroup(rulesetGrouping.Key.OnlineID, rulesetGrouping, collapsed));
+            BeatmapSet = beatmapSet;
         }
 
         protected override void LoadComplete()
         {
             base.LoadComplete();
-            updateDotDimensions();
+            updateDisplay();
         }
 
-        private void updateDotDimensions()
+        private void updateDisplay()
         {
-            foreach (var group in flow)
+            flow.Clear();
+
+            if (beatmapSet == null)
+                return;
+
+            // matching web: https://github.com/ppy/osu-web/blob/d06d8c5e735eb1f48799b1654b528e9a7afb0a35/resources/assets/lib/beatmapset-panel.tsx#L127
+            bool collapsed = beatmapSet.Beatmaps.Count() > 12;
+
+            foreach (var rulesetGrouping in beatmapSet.Beatmaps.GroupBy(beatmap => beatmap.Ruleset).OrderBy(group => group.Key))
             {
-                group.DotSize = DotSize;
-                group.DotSpacing = DotSpacing;
+                flow.Add(new RulesetDifficultyGroup(rulesetGrouping.Key.OnlineID, rulesetGrouping, collapsed, dotSize)
+                {
+                    Spacing = new Vector2(DotSpacing, 0f),
+                });
             }
         }
 
@@ -86,26 +106,14 @@ namespace osu.Game.Beatmaps.Drawables
             private readonly int rulesetId;
             private readonly IEnumerable<IBeatmapInfo> beatmapInfos;
             private readonly bool collapsed;
+            private readonly Vector2 dotSize;
 
-            public RulesetDifficultyGroup(int rulesetId, IEnumerable<IBeatmapInfo> beatmapInfos, bool collapsed)
+            public RulesetDifficultyGroup(int rulesetId, IEnumerable<IBeatmapInfo> beatmapInfos, bool collapsed, Vector2 dotSize)
             {
                 this.rulesetId = rulesetId;
                 this.beatmapInfos = beatmapInfos;
                 this.collapsed = collapsed;
-            }
-
-            public Vector2 DotSize
-            {
-                set
-                {
-                    foreach (var dot in Children.OfType<DifficultyDot>())
-                        dot.Size = value;
-                }
-            }
-
-            public float DotSpacing
-            {
-                set => Spacing = new Vector2(value, 0);
+                this.dotSize = dotSize;
             }
 
             [BackgroundDependencyLoader]
@@ -125,7 +133,7 @@ namespace osu.Game.Beatmaps.Drawables
                 if (!collapsed)
                 {
                     foreach (var beatmapInfo in beatmapInfos.OrderBy(bi => bi.StarRating))
-                        Add(new DifficultyDot(beatmapInfo.StarRating));
+                        Add(new DifficultyDot(beatmapInfo.StarRating, dotSize));
                 }
                 else
                 {
@@ -145,9 +153,10 @@ namespace osu.Game.Beatmaps.Drawables
         {
             private readonly double starDifficulty;
 
-            public DifficultyDot(double starDifficulty)
+            public DifficultyDot(double starDifficulty, Vector2 dotSize)
             {
                 this.starDifficulty = starDifficulty;
+                Size = dotSize;
             }
 
             [BackgroundDependencyLoader]

osu.Game/Configuration/OsuConfigManager.cs

@@ -238,7 +238,7 @@ namespace osu.Game.Configuration
 
         public void Migrate()
         {
-            // arrives as 2020.123.0
+            // arrives as 2020.123.0-lazer
             string rawVersion = Get<string>(OsuSetting.Version);
 
             if (rawVersion.Length < 6)
@@ -251,11 +251,14 @@ namespace osu.Game.Configuration
             if (!int.TryParse(pieces[0], out int year)) return;
             if (!int.TryParse(pieces[1], out int monthDay)) return;
 
-            // ReSharper disable once UnusedVariable
-            int combined = (year * 10000) + monthDay;
+            int combined = year * 10000 + monthDay;
 
-            // migrations can be added here using a condition like:
-            // if (combined < 20220103) { performMigration() }
+            if (combined < 20250214)
+            {
+                // UI scaling on mobile platforms has been internally adjusted such that 1x UI scale looks correctly zoomed in than before.
+                if (RuntimeInfo.IsMobile)
+                    GetBindable<float>(OsuSetting.UIScale).SetDefault();
+            }
         }
 
         public override TrackedSettings CreateTrackedSettings()

osu.Game/Database/LegacyBeatmapExporter.cs

@@ -61,6 +61,20 @@ namespace osu.Game.Database
                 Configuration = new LegacySkinDecoder().Decode(skinStreamReader)
             };
 
+            MutateBeatmap(model, playableBeatmap);
+
+            // Encode to legacy format
+            var stream = new MemoryStream();
+            using (var sw = new StreamWriter(stream, Encoding.UTF8, 1024, true))
+                new LegacyBeatmapEncoder(playableBeatmap, beatmapSkin).Encode(sw);
+
+            stream.Seek(0, SeekOrigin.Begin);
+
+            return stream;
+        }
+
+        protected virtual void MutateBeatmap(BeatmapSetInfo beatmapSet, IBeatmap playableBeatmap)
+        {
             // Convert beatmap elements to be compatible with legacy format
             // So we truncate time and position values to integers, and convert paths with multiple segments to Bézier curves
 
@@ -145,15 +159,6 @@ namespace osu.Game.Database
                         hasPath.Path.ControlPoints.Add(new PathControlPoint(position));
                 }
             }
-
-            // Encode to legacy format
-            var stream = new MemoryStream();
-            using (var sw = new StreamWriter(stream, Encoding.UTF8, 1024, true))
-                new LegacyBeatmapEncoder(playableBeatmap, beatmapSkin).Encode(sw);
-
-            stream.Seek(0, SeekOrigin.Begin);
-
-            return stream;
         }
 
         protected override string FileExtension => @".osz";

osu.Game/Graphics/Containers/BeatSyncedContainer.cs

@@ -73,6 +73,16 @@ namespace osu.Game.Graphics.Containers
         /// </summary>
         protected bool IsBeatSyncedWithTrack { get; private set; }
 
+        /// <summary>
+        /// The most valid timing point, updated every frame.
+        /// </summary>
+        protected TimingControlPoint TimingPoint { get; private set; } = TimingControlPoint.DEFAULT;
+
+        /// <summary>
+        /// The most valid effect point, updated every frame.
+        /// </summary>
+        protected EffectControlPoint EffectPoint { get; private set; } = EffectControlPoint.DEFAULT;
+
         [Resolved]
         protected IBeatSyncProvider BeatSyncSource { get; private set; } = null!;
 
@@ -82,9 +92,6 @@ namespace osu.Game.Graphics.Containers
 
         protected override void Update()
         {
-            TimingControlPoint timingPoint;
-            EffectControlPoint effectPoint;
-
             IsBeatSyncedWithTrack = BeatSyncSource.Clock.IsRunning;
 
             double currentTrackTime;
@@ -102,8 +109,8 @@ namespace osu.Game.Graphics.Containers
 
                 currentTrackTime = BeatSyncSource.Clock.CurrentTime + early;
 
-                timingPoint = BeatSyncSource.ControlPoints?.TimingPointAt(currentTrackTime) ?? TimingControlPoint.DEFAULT;
-                effectPoint = BeatSyncSource.ControlPoints?.EffectPointAt(currentTrackTime) ?? EffectControlPoint.DEFAULT;
+                TimingPoint = BeatSyncSource.ControlPoints?.TimingPointAt(currentTrackTime) ?? TimingControlPoint.DEFAULT;
+                EffectPoint = BeatSyncSource.ControlPoints?.EffectPointAt(currentTrackTime) ?? EffectControlPoint.DEFAULT;
             }
             else
             {
@@ -111,28 +118,28 @@ namespace osu.Game.Graphics.Containers
                 // we still want to show an idle animation, so use this container's time instead.
                 currentTrackTime = Clock.CurrentTime + EarlyActivationMilliseconds;
 
-                timingPoint = TimingControlPoint.DEFAULT;
-                effectPoint = EffectControlPoint.DEFAULT;
+                TimingPoint = TimingControlPoint.DEFAULT;
+                EffectPoint = EffectControlPoint.DEFAULT;
             }
 
-            double beatLength = timingPoint.BeatLength / Divisor;
+            double beatLength = TimingPoint.BeatLength / Divisor;
 
             while (beatLength < MinimumBeatLength)
                 beatLength *= 2;
 
-            int beatIndex = (int)((currentTrackTime - timingPoint.Time) / beatLength) - (timingPoint.OmitFirstBarLine ? 1 : 0);
+            int beatIndex = (int)((currentTrackTime - TimingPoint.Time) / beatLength) - (TimingPoint.OmitFirstBarLine ? 1 : 0);
 
             // The beats before the start of the first control point are off by 1, this should do the trick
-            if (currentTrackTime < timingPoint.Time)
+            if (currentTrackTime < TimingPoint.Time)
                 beatIndex--;
 
-            TimeUntilNextBeat = (timingPoint.Time - currentTrackTime) % beatLength;
+            TimeUntilNextBeat = (TimingPoint.Time - currentTrackTime) % beatLength;
             if (TimeUntilNextBeat <= 0)
                 TimeUntilNextBeat += beatLength;
 
             TimeSinceLastBeat = beatLength - TimeUntilNextBeat;
 
-            if (ReferenceEquals(timingPoint, lastTimingPoint) && beatIndex == lastBeat)
+            if (ReferenceEquals(TimingPoint, lastTimingPoint) && beatIndex == lastBeat)
                 return;
 
             // as this event is sometimes used for sound triggers where `BeginDelayedSequence` has no effect, avoid firing it if too far away from the beat.
@@ -140,13 +147,13 @@ namespace osu.Game.Graphics.Containers
             if (AllowMistimedEventFiring || Math.Abs(TimeSinceLastBeat) < MISTIMED_ALLOWANCE)
             {
                 using (BeginDelayedSequence(-TimeSinceLastBeat))
-                    OnNewBeat(beatIndex, timingPoint, effectPoint, BeatSyncSource.CurrentAmplitudes);
+                    OnNewBeat(beatIndex, TimingPoint, EffectPoint, BeatSyncSource.CurrentAmplitudes);
             }
 
             lastBeat = beatIndex;
-            lastTimingPoint = timingPoint;
+            lastTimingPoint = TimingPoint;
 
-            IsKiaiTime = effectPoint.KiaiMode;
+            IsKiaiTime = EffectPoint.KiaiMode;
         }
     }
 }

osu.Game/Graphics/Containers/ScalingContainer.cs

@@ -1,8 +1,6 @@
 // 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.
 
-#nullable disable
-
 using osu.Framework.Allocation;
 using osu.Framework.Bindables;
 using osu.Framework.Graphics;
@@ -26,17 +24,17 @@ namespace osu.Game.Graphics.Containers
     {
         internal const float TRANSITION_DURATION = 500;
 
-        private Bindable<float> sizeX;
-        private Bindable<float> sizeY;
-        private Bindable<float> posX;
-        private Bindable<float> posY;
-        private Bindable<bool> applySafeAreaPadding;
+        private Bindable<float> sizeX = null!;
+        private Bindable<float> sizeY = null!;
+        private Bindable<float> posX = null!;
+        private Bindable<float> posY = null!;
+        private Bindable<bool> applySafeAreaPadding = null!;
 
-        private Bindable<MarginPadding> safeAreaPadding;
+        private Bindable<MarginPadding> safeAreaPadding = null!;
 
         private readonly ScalingMode? targetMode;
 
-        private Bindable<ScalingMode> scalingMode;
+        private Bindable<ScalingMode> scalingMode = null!;
 
         private readonly Container content;
         protected override Container<Drawable> Content => content;
@@ -45,9 +43,9 @@ namespace osu.Game.Graphics.Containers
 
         private readonly Container sizableContainer;
 
-        private BackgroundScreenStack backgroundStack;
+        private BackgroundScreenStack? backgroundStack;
 
-        private Bindable<float> scalingMenuBackgroundDim;
+        private Bindable<float> scalingMenuBackgroundDim = null!;
 
         private RectangleF? customRect;
         private bool customRectIsRelativePosition;
@@ -88,7 +86,8 @@ namespace osu.Game.Graphics.Containers
         public partial class ScalingDrawSizePreservingFillContainer : DrawSizePreservingFillContainer
         {
             private readonly bool applyUIScale;
-            private Bindable<float> uiScale;
+
+            private Bindable<float>? uiScale;
 
             protected float CurrentScale { get; private set; } = 1;
 
@@ -99,6 +98,9 @@ namespace osu.Game.Graphics.Containers
                 this.applyUIScale = applyUIScale;
             }
 
+            [Resolved(canBeNull: true)]
+            private OsuGame? game { get; set; }
+
             [BackgroundDependencyLoader]
             private void load(OsuConfigManager osuConfig)
             {
@@ -111,6 +113,8 @@ namespace osu.Game.Graphics.Containers
 
             protected override void Update()
             {
+                if (game != null)
+                    TargetDrawSize = game.ScalingContainerTargetDrawSize;
                 Scale = new Vector2(CurrentScale);
                 Size = new Vector2(1 / CurrentScale);
 
@@ -233,13 +237,13 @@ namespace osu.Game.Graphics.Containers
         private partial class SizeableAlwaysInputContainer : Container
         {
             [Resolved]
-            private GameHost host { get; set; }
+            private GameHost host { get; set; } = null!;
 
             [Resolved]
-            private ISafeArea safeArea { get; set; }
+            private ISafeArea safeArea { get; set; } = null!;
 
             [Resolved]
-            private OsuConfigManager config { get; set; }
+            private OsuConfigManager config { get; set; } = null!;
 
             private readonly bool confineHostCursor;
             private readonly LayoutValue cursorRectCache = new LayoutValue(Invalidation.RequiredParentSizeToFit);

osu.Game/Graphics/UserInterface/OsuSliderBar.cs

@@ -18,6 +18,8 @@ namespace osu.Game.Graphics.UserInterface
     public abstract partial class OsuSliderBar<T> : SliderBar<T>, IHasTooltip
         where T : struct, INumber<T>, IMinMaxValue<T>
     {
+        public override bool AcceptsFocus => !Current.Disabled;
+
         public bool PlaySamplesOnAdjust { get; set; } = true;
 
         /// <summary>

osu.Game/Graphics/UserInterface/RangeSlider.cs

@@ -162,6 +162,8 @@ namespace osu.Game.Graphics.UserInterface
 
         protected partial class BoundSlider : RoundedSliderBar<double>
         {
+            public override bool AcceptsFocus => false;
+
             public new Nub Nub => base.Nub;
 
             public string? DefaultString;

osu.Game/Graphics/UserInterface/RoundedSliderBar.cs

@@ -10,6 +10,7 @@ using osu.Framework.Graphics;
 using osu.Framework.Graphics.Containers;
 using osu.Framework.Graphics.Effects;
 using osu.Framework.Graphics.Shapes;
+using osu.Framework.Graphics.UserInterface;
 using osu.Framework.Input.Events;
 using osu.Game.Overlays;
 using Vector2 = osuTK.Vector2;
@@ -52,10 +53,21 @@ namespace osu.Game.Graphics.UserInterface
             }
         }
 
+        /// <summary>
+        /// The action to use to reset the value of <see cref="SliderBar{T}.Current"/> to the default.
+        /// Triggered on double click.
+        /// </summary>
+        public Action ResetToDefault { get; internal set; }
+
         public RoundedSliderBar()
         {
             Height = Nub.HEIGHT;
             RangePadding = Nub.DEFAULT_EXPANDED_SIZE / 2;
+            ResetToDefault = () =>
+            {
+                if (!Current.Disabled)
+                    Current.SetDefault();
+            };
             Children = new Drawable[]
             {
                 new Container
@@ -102,11 +114,7 @@ namespace osu.Game.Graphics.UserInterface
                         Origin = Anchor.TopCentre,
                         RelativePositionAxes = Axes.X,
                         Current = { Value = true },
-                        OnDoubleClicked = () =>
-                        {
-                            if (!Current.Disabled)
-                                Current.SetDefault();
-                        },
+                        OnDoubleClicked = () => ResetToDefault.Invoke(),
                     },
                 },
                 hoverClickSounds = new HoverClickSounds()