diff --git a/osu.Game.Rulesets.Karaoke.Tests/Editor/Lyrics/CaretPosition/Algorithms/BaseCaretPositionAlgorithmTest.cs b/osu.Game.Rulesets.Karaoke.Tests/Editor/Lyrics/CaretPosition/Algorithms/BaseCaretPositionAlgorithmTest.cs
index e831d1fe0..4851176d3 100644
--- a/osu.Game.Rulesets.Karaoke.Tests/Editor/Lyrics/CaretPosition/Algorithms/BaseCaretPositionAlgorithmTest.cs
+++ b/osu.Game.Rulesets.Karaoke.Tests/Editor/Lyrics/CaretPosition/Algorithms/BaseCaretPositionAlgorithmTest.cs
@@ -7,6 +7,7 @@
 using osu.Game.Rulesets.Karaoke.Edit.Lyrics.CaretPosition;
 using osu.Game.Rulesets.Karaoke.Edit.Lyrics.CaretPosition.Algorithms;
 using osu.Game.Rulesets.Karaoke.Objects;
+using osu.Game.Rulesets.Karaoke.Tests.Helper;
 
 namespace osu.Game.Rulesets.Karaoke.Tests.Editor.Lyrics.CaretPosition.Algorithms
 {
@@ -96,6 +97,18 @@ protected Lyric[] GetLyricsByMethodName(string methodName)
                 throw new MissingMethodException("Test method is not exist.");
 
             return theMethod.GetValue(this) as Lyric[];
+
+            /*
+            var lyrics = theMethod.GetValue(this) as Lyric[] ?? Array.Empty<Lyric>();
+
+            foreach (var lyric in lyrics)
+            {
+                // because time-tag will not always sort by order, so we need to shuffle the time-tag in the list for testing.
+                lyric.TimeTags = TestCaseListHelper.Shuffle(lyric.TimeTags);
+            }
+
+            return lyrics;
+            */
         }
     }
 }
diff --git a/osu.Game.Rulesets.Karaoke/Edit/Lyrics/CaretPosition/Algorithms/TimeTagCaretPositionAlgorithm.cs b/osu.Game.Rulesets.Karaoke/Edit/Lyrics/CaretPosition/Algorithms/TimeTagCaretPositionAlgorithm.cs
index 7e875e53a..aa0c2c4e1 100644
--- a/osu.Game.Rulesets.Karaoke/Edit/Lyrics/CaretPosition/Algorithms/TimeTagCaretPositionAlgorithm.cs
+++ b/osu.Game.Rulesets.Karaoke/Edit/Lyrics/CaretPosition/Algorithms/TimeTagCaretPositionAlgorithm.cs
@@ -2,10 +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.Framework.Graphics.Sprites;
 using osu.Game.Rulesets.Karaoke.Extensions;
 using osu.Game.Rulesets.Karaoke.Objects;
+using osu.Game.Rulesets.Karaoke.Utils;
 
 namespace osu.Game.Rulesets.Karaoke.Edit.Lyrics.CaretPosition.Algorithms
 {
@@ -37,7 +39,7 @@ public override TimeTagCaretPosition MoveUp(TimeTagCaretPosition currentPosition
             if (previousLyric == null)
                 return null;
 
-            var timeTags = previousLyric.TimeTags.Where(timeTagMovable).ToArray();
+            var timeTags = sortTimeTag(previousLyric.TimeTags.Where(timeTagMovable)).ToArray();
             var upTimeTag = timeTags.FirstOrDefault(x => x.Index >= currentTimeTag.Index)
                             ?? timeTags.LastOrDefault();
             return timeTagToPosition(upTimeTag);
@@ -57,7 +59,7 @@ public override TimeTagCaretPosition MoveDown(TimeTagCaretPosition currentPositi
             if (nextLyric == null)
                 return null;
 
-            var timeTags = nextLyric.TimeTags.Where(timeTagMovable).ToArray();
+            var timeTags = sortTimeTag(nextLyric.TimeTags.Where(timeTagMovable)).ToArray();
             var downTimeTag = timeTags.FirstOrDefault(x => x.Index >= currentTimeTag.Index)
                               ?? timeTags.LastOrDefault();
             return timeTagToPosition(downTimeTag);
@@ -65,28 +67,28 @@ public override TimeTagCaretPosition MoveDown(TimeTagCaretPosition currentPositi
 
         public override TimeTagCaretPosition MoveLeft(TimeTagCaretPosition currentPosition)
         {
-            var timeTags = Lyrics.SelectMany(x => x.TimeTags ?? Array.Empty<TimeTag>()).ToArray();
+            var timeTags = getAllSortedTimeTag();
             var previousTimeTag = timeTags.GetPreviousMatch(currentPosition.TimeTag, timeTagMovable);
             return timeTagToPosition(previousTimeTag);
         }
 
         public override TimeTagCaretPosition MoveRight(TimeTagCaretPosition currentPosition)
         {
-            var timeTags = Lyrics.SelectMany(x => x.TimeTags ?? Array.Empty<TimeTag>()).ToArray();
+            var timeTags = getAllSortedTimeTag();
             var nextTimeTag = timeTags.GetNextMatch(currentPosition.TimeTag, timeTagMovable);
             return timeTagToPosition(nextTimeTag);
         }
 
         public override TimeTagCaretPosition MoveToFirst()
         {
-            var timeTags = Lyrics.SelectMany(x => x.TimeTags ?? Array.Empty<TimeTag>()).ToArray();
+            var timeTags = getAllSortedTimeTag();
             var firstTimeTag = timeTags.FirstOrDefault(timeTagMovable);
             return timeTagToPosition(firstTimeTag);
         }
 
         public override TimeTagCaretPosition MoveToLast()
         {
-            var timeTags = Lyrics.SelectMany(x => x.TimeTags ?? Array.Empty<TimeTag>()).ToArray();
+            var timeTags = getAllSortedTimeTag();
             var lastTag = timeTags.LastOrDefault(timeTagMovable);
             return timeTagToPosition(lastTag);
         }
@@ -97,6 +99,12 @@ public override TimeTagCaretPosition MoveToTarget(Lyric lyric)
             return new TimeTagCaretPosition(lyric, targetTimeTag);
         }
 
+        private IEnumerable<TimeTag> sortTimeTag(IEnumerable<TimeTag> timeTags)
+            => TimeTagsUtils.Sort(timeTags);
+
+        private IEnumerable<TimeTag> getAllSortedTimeTag()
+            => sortTimeTag(Lyrics.SelectMany(x => x.TimeTags ?? Array.Empty<TimeTag>()));
+
         private TimeTagCaretPosition timeTagToPosition(TimeTag timeTag)
         {
             if (timeTag == null)