diff --git a/runelite-client/pom.xml b/runelite-client/pom.xml
index 189380e49b..972317a893 100644
--- a/runelite-client/pom.xml
+++ b/runelite-client/pom.xml
@@ -91,6 +91,11 @@
 			<artifactId>lombok</artifactId>
 			<scope>provided</scope>
 		</dependency>
+		<dependency>
+			<groupId>org.apache.commons</groupId>
+			<artifactId>commons-text</artifactId>
+			<version>1.2</version>
+		</dependency>
 
 		<dependency>
 			<groupId>net.runelite</groupId>
diff --git a/runelite-client/src/main/java/net/runelite/client/plugins/config/ConfigPanel.java b/runelite-client/src/main/java/net/runelite/client/plugins/config/ConfigPanel.java
index 72d6aedd25..89a6897995 100644
--- a/runelite-client/src/main/java/net/runelite/client/plugins/config/ConfigPanel.java
+++ b/runelite-client/src/main/java/net/runelite/client/plugins/config/ConfigPanel.java
@@ -272,21 +272,18 @@ public class ConfigPanel extends PluginPanel
 
 	private void onSearchBarChanged()
 	{
-		children.forEach((key, value) ->
+		final String text = searchBar.getText();
+
+		children.values().forEach(this::remove);
+
+		if (text.isEmpty())
 		{
-			final String text = searchBar.getText().toLowerCase();
-			final String labelToSearch = key.toLowerCase();
-
-			if (text.isEmpty() || labelToSearch.contains(text))
-			{
-				add(value);
-			}
-			else
-			{
-				remove(value);
-			}
-		});
+			children.values().forEach(this::add);
+			revalidate();
+			return;
+		}
 
+		FuzzySearch.findAndProcess(text, children.keySet(), (k) -> add(children.get(k)));
 		revalidate();
 	}
 
diff --git a/runelite-client/src/main/java/net/runelite/client/plugins/config/FuzzySearch.java b/runelite-client/src/main/java/net/runelite/client/plugins/config/FuzzySearch.java
new file mode 100644
index 0000000000..2d6ecbe3a8
--- /dev/null
+++ b/runelite-client/src/main/java/net/runelite/client/plugins/config/FuzzySearch.java
@@ -0,0 +1,66 @@
+/*
+ * Copyright (c) 2018, Tomas Slusny <slusnucky@gmail.com>
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions are met:
+ *
+ * 1. Redistributions of source code must retain the above copyright notice, this
+ *    list of conditions and the following disclaimer.
+ * 2. Redistributions in binary form must reproduce the above copyright notice,
+ *    this list of conditions and the following disclaimer in the documentation
+ *    and/or other materials provided with the distribution.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+ * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+ * DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ * ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+ * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+ * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
+ * ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+ * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ */
+package net.runelite.client.plugins.config;
+
+import java.util.Collection;
+import java.util.Set;
+import java.util.function.Consumer;
+import java.util.stream.Collectors;
+import lombok.Value;
+import org.apache.commons.text.similarity.JaroWinklerDistance;
+
+public class FuzzySearch
+{
+	private static final JaroWinklerDistance FUZZY_SCORE = new JaroWinklerDistance();
+
+	/**
+	 * Try to find a match and call callback on each match, sorted by score and filtered by average
+	 *
+	 * @param query    query to search for
+	 * @param entries  entries to search in
+	 * @param callback callback to call
+	 */
+	public static void findAndProcess(final String query, final Collection<String> entries, final Consumer<String> callback)
+	{
+		final Set<FuzzyMatch> matches = entries.stream()
+			.map(e -> new FuzzyMatch(FUZZY_SCORE.apply(query, e), e))
+			.collect(Collectors.toSet());
+
+		final double average = matches.stream().mapToDouble(m -> m.score).average().orElse(0);
+
+		matches.stream()
+			.filter(m -> m.score > average * 1.5)
+			.sorted((left, right) -> Double.compare(right.score, left.score))
+			.map(m -> m.text)
+			.forEach(callback);
+	}
+
+	@Value
+	private static class FuzzyMatch
+	{
+		double score;
+		String text;
+	}
+}