diff --git a/osu.Game.Rulesets.Catch/Difficulty/CatchPerformanceCalculator.cs b/osu.Game.Rulesets.Catch/Difficulty/CatchPerformanceCalculator.cs
index a9c6ce3dd729..90fe4a05c76b 100644
--- a/osu.Game.Rulesets.Catch/Difficulty/CatchPerformanceCalculator.cs
+++ b/osu.Game.Rulesets.Catch/Difficulty/CatchPerformanceCalculator.cs
@@ -35,7 +35,9 @@ protected override PerformanceAttributes CreatePerformanceAttributes(ScoreInfo s
             num100 = score.GetCount100() ?? 0; // HitResult.LargeTickHit
             num50 = score.GetCount50() ?? 0; // HitResult.SmallTickHit
             numKatu = score.GetCountKatu() ?? 0; // HitResult.SmallTickMiss
-            numMiss = score.GetCountMiss() ?? 0; // HitResult.Miss PLUS HitResult.LargeTickMiss
+            numMiss = Math.Max(0, score.GetCountMiss() ?? 0); // HitResult.Miss PLUS HitResult.LargeTickMiss
+
+            double scoreMaxCombo = Math.Clamp(score.MaxCombo, 0, catchAttributes.MaxCombo);
 
             // We are heavily relying on aim in catch the beat
             double value = DiffUtils.Pow(5.0 * Math.Max(1.0, catchAttributes.StarRating / 0.0049) - 4.0, 2.0) / 100000.0;
@@ -52,7 +54,7 @@ protected override PerformanceAttributes CreatePerformanceAttributes(ScoreInfo s
 
             // Combo scaling
             if (catchAttributes.MaxCombo > 0)
-                value *= Math.Min(DiffUtils.Pow(score.MaxCombo, 0.35) / DiffUtils.Pow(catchAttributes.MaxCombo, 0.35), 1.0);
+                value *= Math.Min(DiffUtils.Pow(scoreMaxCombo, 0.35) / DiffUtils.Pow(catchAttributes.MaxCombo, 0.35), 1.0);
 
             var difficulty = score.BeatmapInfo!.Difficulty.Clone();
 
diff --git a/osu.Game.Rulesets.Mania/Difficulty/ManiaPerformanceCalculator.cs b/osu.Game.Rulesets.Mania/Difficulty/ManiaPerformanceCalculator.cs
index 778d569cf259..6d6b4db99222 100644
--- a/osu.Game.Rulesets.Mania/Difficulty/ManiaPerformanceCalculator.cs
+++ b/osu.Game.Rulesets.Mania/Difficulty/ManiaPerformanceCalculator.cs
@@ -35,8 +35,8 @@ protected override PerformanceAttributes CreatePerformanceAttributes(ScoreInfo s
             countGood = score.Statistics.GetValueOrDefault(HitResult.Good);
             countOk = score.Statistics.GetValueOrDefault(HitResult.Ok);
             countMeh = score.Statistics.GetValueOrDefault(HitResult.Meh);
-            countMiss = score.Statistics.GetValueOrDefault(HitResult.Miss);
-            scoreAccuracy = calculateCustomAccuracy();
+            countMiss = Math.Max(0, score.Statistics.GetValueOrDefault(HitResult.Miss));
+            scoreAccuracy = Math.Clamp(calculateCustomAccuracy(), 0, 1);
 
             double multiplier = 1.0;
 
diff --git a/osu.Game.Rulesets.Osu/Difficulty/OsuPerformanceCalculator.cs b/osu.Game.Rulesets.Osu/Difficulty/OsuPerformanceCalculator.cs
index eb721be5c070..c1ae239a1ecd 100644
--- a/osu.Game.Rulesets.Osu/Difficulty/OsuPerformanceCalculator.cs
+++ b/osu.Game.Rulesets.Osu/Difficulty/OsuPerformanceCalculator.cs
@@ -78,8 +78,8 @@ protected override PerformanceAttributes CreatePerformanceAttributes(ScoreInfo s
             usingClassicSliderAccuracy = score.Mods.OfType<OsuModClassic>().Any(m => m.NoSliderHeadAccuracy.Value);
             usingScoreV2 = score.Mods.Any(m => m is ModScoreV2);
 
-            accuracy = score.Accuracy;
-            scoreMaxCombo = score.MaxCombo;
+            accuracy = Math.Clamp(score.Accuracy, 0, 1);
+            scoreMaxCombo = Math.Clamp(score.MaxCombo, 0, osuAttributes.MaxCombo);
             countGreat = score.Statistics.GetValueOrDefault(HitResult.Great);
             countOk = score.Statistics.GetValueOrDefault(HitResult.Ok);
             countMeh = score.Statistics.GetValueOrDefault(HitResult.Meh);
@@ -123,6 +123,7 @@ protected override PerformanceAttributes CreatePerformanceAttributes(ScoreInfo s
 
             effectiveMissCount = Math.Max(countMiss, effectiveMissCount);
             effectiveMissCount = Math.Min(totalHits, effectiveMissCount);
+            effectiveMissCount = Math.Max(0, effectiveMissCount);
 
             if (effectiveMissCount > 0)
             {
diff --git a/osu.Game.Rulesets.Taiko/Difficulty/TaikoPerformanceCalculator.cs b/osu.Game.Rulesets.Taiko/Difficulty/TaikoPerformanceCalculator.cs
index bbb24ff732de..b15cadddef3d 100644
--- a/osu.Game.Rulesets.Taiko/Difficulty/TaikoPerformanceCalculator.cs
+++ b/osu.Game.Rulesets.Taiko/Difficulty/TaikoPerformanceCalculator.cs
@@ -41,7 +41,7 @@ protected override PerformanceAttributes CreatePerformanceAttributes(ScoreInfo s
             countGreat = score.Statistics.GetValueOrDefault(HitResult.Great);
             countOk = score.Statistics.GetValueOrDefault(HitResult.Ok);
             countMeh = score.Statistics.GetValueOrDefault(HitResult.Meh);
-            countMiss = score.Statistics.GetValueOrDefault(HitResult.Miss);
+            countMiss = Math.Max(0, score.Statistics.GetValueOrDefault(HitResult.Miss));
 
             clockRate = ModUtils.CalculateRateWithMods(score.Mods);