diff --git a/osu.Game.Tests/NonVisual/Filtering/FilterQueryParserTest.cs b/osu.Game.Tests/NonVisual/Filtering/FilterQueryParserTest.cs
index daab690a84..9869ddde41 100644
--- a/osu.Game.Tests/NonVisual/Filtering/FilterQueryParserTest.cs
+++ b/osu.Game.Tests/NonVisual/Filtering/FilterQueryParserTest.cs
@@ -21,6 +21,16 @@ namespace osu.Game.Tests.NonVisual.Filtering
             Assert.AreEqual(4, filterCriteria.SearchTerms.Length);
         }
 
+        /*
+         * The following tests have been written a bit strangely (they don't check exact
+         * bound equality with what the filter says).
+         * This is to account for floating-point arithmetic issues.
+         * For example, specifying a bpm<140 filter would previously match beatmaps with BPM
+         * of 139.99999, which would be displayed in the UI as 140.
+         * Due to this the tests check the last tick inside the range and the first tick
+         * outside of the range.
+         */
+
         [Test]
         public void TestApplyStarQueries()
         {
@@ -29,8 +39,9 @@ namespace osu.Game.Tests.NonVisual.Filtering
             FilterQueryParser.ApplyQueries(filterCriteria, query);
             Assert.AreEqual("easy", filterCriteria.SearchText.Trim());
             Assert.AreEqual(1, filterCriteria.SearchTerms.Length);
-            Assert.AreEqual(4.0f, filterCriteria.StarDifficulty.Max);
-            Assert.IsFalse(filterCriteria.StarDifficulty.IsUpperInclusive);
+            Assert.IsNotNull(filterCriteria.StarDifficulty.Max);
+            Assert.Greater(filterCriteria.StarDifficulty.Max, 3.99d);
+            Assert.Less(filterCriteria.StarDifficulty.Max, 4.00d);
             Assert.IsNull(filterCriteria.StarDifficulty.Min);
         }
 
@@ -42,8 +53,9 @@ namespace osu.Game.Tests.NonVisual.Filtering
             FilterQueryParser.ApplyQueries(filterCriteria, query);
             Assert.AreEqual("difficult", filterCriteria.SearchText.Trim());
             Assert.AreEqual(1, filterCriteria.SearchTerms.Length);
-            Assert.AreEqual(9.0f, filterCriteria.ApproachRate.Min);
-            Assert.IsTrue(filterCriteria.ApproachRate.IsLowerInclusive);
+            Assert.IsNotNull(filterCriteria.ApproachRate.Min);
+            Assert.Greater(filterCriteria.ApproachRate.Min, 8.9f);
+            Assert.Less(filterCriteria.ApproachRate.Min, 9.0f);
             Assert.IsNull(filterCriteria.ApproachRate.Max);
         }
 
@@ -55,10 +67,10 @@ namespace osu.Game.Tests.NonVisual.Filtering
             FilterQueryParser.ApplyQueries(filterCriteria, query);
             Assert.AreEqual("quite specific", filterCriteria.SearchText.Trim());
             Assert.AreEqual(2, filterCriteria.SearchTerms.Length);
-            Assert.AreEqual(2.0f, filterCriteria.DrainRate.Min);
-            Assert.IsFalse(filterCriteria.DrainRate.IsLowerInclusive);
-            Assert.AreEqual(6.0f, filterCriteria.DrainRate.Max);
-            Assert.IsTrue(filterCriteria.DrainRate.IsUpperInclusive);
+            Assert.Greater(filterCriteria.DrainRate.Min, 2.0f);
+            Assert.Less(filterCriteria.DrainRate.Min, 2.1f);
+            Assert.Greater(filterCriteria.DrainRate.Max, 6.0f);
+            Assert.Less(filterCriteria.DrainRate.Min, 6.1f);
         }
 
         [Test]
@@ -69,8 +81,9 @@ namespace osu.Game.Tests.NonVisual.Filtering
             FilterQueryParser.ApplyQueries(filterCriteria, query);
             Assert.AreEqual("gotta go fast", filterCriteria.SearchText.Trim());
             Assert.AreEqual(3, filterCriteria.SearchTerms.Length);
-            Assert.AreEqual(200d, filterCriteria.BPM.Min);
-            Assert.IsTrue(filterCriteria.BPM.IsLowerInclusive);
+            Assert.IsNotNull(filterCriteria.BPM.Min);
+            Assert.Greater(filterCriteria.BPM.Min, 199.99d);
+            Assert.Less(filterCriteria.BPM.Min, 200.00d);
             Assert.IsNull(filterCriteria.BPM.Max);
         }
 
@@ -93,9 +106,7 @@ namespace osu.Game.Tests.NonVisual.Filtering
             Assert.AreEqual("time", filterCriteria.SearchText.Trim());
             Assert.AreEqual(1, filterCriteria.SearchTerms.Length);
             Assert.AreEqual(expectedLength.TotalMilliseconds - scale.TotalMilliseconds / 2.0, filterCriteria.Length.Min);
-            Assert.IsTrue(filterCriteria.Length.IsLowerInclusive);
             Assert.AreEqual(expectedLength.TotalMilliseconds + scale.TotalMilliseconds / 2.0, filterCriteria.Length.Max);
-            Assert.IsTrue(filterCriteria.Length.IsUpperInclusive);
         }
 
         [Test]
diff --git a/osu.Game/Screens/Select/FilterQueryParser.cs b/osu.Game/Screens/Select/FilterQueryParser.cs
index b9281c5d6f..3ee704201e 100644
--- a/osu.Game/Screens/Select/FilterQueryParser.cs
+++ b/osu.Game/Screens/Select/FilterQueryParser.cs
@@ -25,23 +25,23 @@ namespace osu.Game.Screens.Select
                 switch (key)
                 {
                     case "stars" when parseFloatWithPoint(value, out var stars):
-                        updateCriteriaRange(ref criteria.StarDifficulty, op, stars);
+                        updateCriteriaRange(ref criteria.StarDifficulty, op, stars, 0.01f / 2);
                         break;
 
                     case "ar" when parseFloatWithPoint(value, out var ar):
-                        updateCriteriaRange(ref criteria.ApproachRate, op, ar);
+                        updateCriteriaRange(ref criteria.ApproachRate, op, ar, 0.1f / 2);
                         break;
 
                     case "dr" when parseFloatWithPoint(value, out var dr):
-                        updateCriteriaRange(ref criteria.DrainRate, op, dr);
+                        updateCriteriaRange(ref criteria.DrainRate, op, dr, 0.1f / 2);
                         break;
 
                     case "cs" when parseFloatWithPoint(value, out var cs):
-                        updateCriteriaRange(ref criteria.CircleSize, op, cs);
+                        updateCriteriaRange(ref criteria.CircleSize, op, cs, 0.1f / 2);
                         break;
 
                     case "bpm" when parseDoubleWithPoint(value, out var bpm):
-                        updateCriteriaRange(ref criteria.BPM, op, bpm);
+                        updateCriteriaRange(ref criteria.BPM, op, bpm, 0.01d / 2);
                         break;
 
                     case "length" when parseDoubleWithPoint(value.TrimEnd('m', 's', 'h'), out var length):
@@ -99,29 +99,67 @@ namespace osu.Game.Screens.Select
 
         private static void updateCriteriaRange(ref FilterCriteria.OptionalRange<float> range, string op, float value, float tolerance = 0.05f)
         {
-            updateCriteriaRange(ref range, op, value);
-
             switch (op)
             {
+                default:
+                    return;
+
                 case "=":
                 case ":":
                     range.Min = value - tolerance;
                     range.Max = value + tolerance;
                     break;
+
+                case ">":
+                    range.Min = value + tolerance;
+                    break;
+
+                case ">=":
+                case ">:":
+                    range.Min = value - tolerance;
+                    break;
+
+                case "<":
+                    range.Max = value - tolerance;
+                    break;
+
+                case "<=":
+                case "<:":
+                    range.Max = value + tolerance;
+                    break;
             }
         }
 
         private static void updateCriteriaRange(ref FilterCriteria.OptionalRange<double> range, string op, double value, double tolerance = 0.05)
         {
-            updateCriteriaRange(ref range, op, value);
-
             switch (op)
             {
+                default:
+                    return;
+
                 case "=":
                 case ":":
                     range.Min = value - tolerance;
                     range.Max = value + tolerance;
                     break;
+
+                case ">":
+                    range.Min = value + tolerance;
+                    break;
+
+                case ">=":
+                case ">:":
+                    range.Min = value - tolerance;
+                    break;
+
+                case "<":
+                    range.Max = value - tolerance;
+                    break;
+
+                case "<=":
+                case "<:":
+                    range.Max = value + tolerance;
+                    break;
             }
         }