diff --git a/dough-data/src/test/java/io/github/bakedlibs/dough/collections/DummyData.java b/dough-data/src/test/java/io/github/bakedlibs/dough/collections/DummyData.java
new file mode 100644
index 00000000..0b205faf
--- /dev/null
+++ b/dough-data/src/test/java/io/github/bakedlibs/dough/collections/DummyData.java
@@ -0,0 +1,49 @@
+package io.github.bakedlibs.dough.collections;
+
+import javax.annotation.Nonnull;
+
+class DummyData implements Cloneable {
+
+    private final int value;
+
+    DummyData(int value) {
+        this.value = value;
+    }
+
+    private DummyData(@Nonnull DummyData other) {
+        this.value = other.value;
+    }
+
+    @Override
+    public @Nonnull DummyData clone() {
+        try {
+            super.clone();
+        } catch (CloneNotSupportedException ex) {
+            ex.printStackTrace();
+        }
+        return new DummyData(this);
+    }
+
+    @Override
+    public boolean equals(final Object o) {
+        if (this == o)
+            return true;
+        if (o == null || getClass() != o.getClass())
+            return false;
+
+        DummyData dummyData = (DummyData) o;
+
+        return value == dummyData.value;
+    }
+
+    @Override
+    public int hashCode() {
+        return value;
+    }
+
+    @Override
+    public String toString() {
+        return "DummyData{" + "value=" + value + '}';
+    }
+
+}
diff --git a/dough-data/src/test/java/io/github/bakedlibs/dough/collections/TestCopyUtils.java b/dough-data/src/test/java/io/github/bakedlibs/dough/collections/TestCopyUtils.java
new file mode 100644
index 00000000..1e99d094
--- /dev/null
+++ b/dough-data/src/test/java/io/github/bakedlibs/dough/collections/TestCopyUtils.java
@@ -0,0 +1,109 @@
+package io.github.bakedlibs.dough.collections;
+
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.DisplayName;
+import org.junit.jupiter.api.Test;
+
+import javax.annotation.Nonnull;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Objects;
+
+class TestCopyUtils {
+
+    private static <T> void assertHaveEqualElements(@Nonnull Collection<T> c1, @Nonnull Collection<T> c2) {
+        Assertions.assertEquals(c1.size(), c2.size());
+        Assertions.assertTrue(c1.containsAll(c2));
+    }
+
+    private static <K, V> void assertHaveEqualElements(@Nonnull Map<K, V> m1, @Nonnull Map<K, V> m2) {
+        Assertions.assertEquals(m1.size(), m2.size());
+        for (Map.Entry<K, V> entry : m1.entrySet()) {
+            Assertions.assertEquals(m2.get(entry.getKey()), entry.getValue());
+        }
+    }
+
+    private static <T> void assertHaveClonedElements(@Nonnull Collection<T> c1, @Nonnull Collection<T> c2) {
+        Assertions.assertEquals(c1.size(), c2.size());
+        for (T t1 : c1) {
+            for (T t2 : c2) {
+                // If they are the same, it did not clone and thus we fail.
+                Assertions.assertNotSame(t1, t2);
+                if (t1.equals(t2)) {
+                    // If they are equal, the element has been cloned, thus, we break and check the next element.
+                    break;
+                }
+            }
+        }
+    }
+
+    private static <K, V> void assertHaveClonedElements(@Nonnull Map<K, V> m1, @Nonnull Map<K, V> m2) {
+        Assertions.assertEquals(m1.size(), m2.size());
+        for (Map.Entry<K, V> entry : m1.entrySet()) {
+            V otherValue = m2.get(entry.getKey());
+            // If they are the same, it did not clone and thus we fail.
+            Assertions.assertNotSame(entry.getValue(), otherValue);
+            if (entry.getValue().equals(otherValue)) {
+                // If they are equal, the element has been cloned, thus, we break and check the next element.
+                break;
+            }
+        }
+    }
+
+
+    @Test
+    @DisplayName("Test if collections are deeply cloned properly")
+    void testCloningCollections() {
+        Collection<DummyData> dummyCollection =
+            Arrays.asList(new DummyData(1), new DummyData(2), new DummyData(3));
+        Collection<DummyData> clonedCollection =
+            CopyUtils.deepCopy(dummyCollection, DummyData::clone, ArrayList::new);
+        assertHaveEqualElements(dummyCollection, clonedCollection);
+        assertHaveClonedElements(dummyCollection, clonedCollection);
+    }
+
+    @Test
+    @DisplayName("Test if maps are deeply cloned properly")
+    void testCloningMaps() {
+        Map<Integer, DummyData> dummyMap = new HashMap<>();
+        dummyMap.put(1, new DummyData(1));
+        dummyMap.put(2, new DummyData(2));
+        dummyMap.put(3, new DummyData(3));
+        Map<Integer, DummyData> clonedMap = CopyUtils.deepCopy(dummyMap, DummyData::clone, HashMap::new);
+        assertHaveEqualElements(dummyMap, clonedMap);
+        assertHaveClonedElements(dummyMap, clonedMap);
+        // We first perform a shallow copy from clonedMap
+        Map<Integer, DummyData> clonedMapDeepCopy = new HashMap<>(clonedMap);
+        // We then mutate the shallow copy and turn it into a deep copy.
+        CopyUtils.deepCopy(clonedMapDeepCopy, DummyData::clone);
+        assertHaveEqualElements(clonedMap, clonedMapDeepCopy);
+        assertHaveClonedElements(clonedMap, clonedMapDeepCopy);
+    }
+
+    @Test
+    @DisplayName("Test if arrays are deeply cloned properly")
+    void testCloningArrays() {
+        DummyData[] dummyArray = new DummyData[]{new DummyData(1), new DummyData(2), new DummyData(3)};
+        DummyData[] clonedArray = CopyUtils.deepCopy(dummyArray, DummyData::clone, DummyData[]::new);
+        assertHaveEqualElements(Arrays.asList(dummyArray), Arrays.asList(clonedArray));
+        assertHaveClonedElements(Arrays.asList(dummyArray), Arrays.asList(clonedArray));
+        DummyData[] deepClonedArray =  new DummyData[clonedArray.length];
+        CopyUtils.deepCopy(clonedArray, DummyData::clone, deepClonedArray);
+        assertHaveEqualElements(Arrays.asList(dummyArray), Arrays.asList(deepClonedArray));
+        assertHaveClonedElements(Arrays.asList(dummyArray), Arrays.asList(deepClonedArray));
+        // Cannot clone if the length of the sink < length of source
+        DummyData[] invalidArray = new DummyData[clonedArray.length - 1];
+        Assertions.assertThrows(IllegalArgumentException.class, () -> CopyUtils.deepCopy(dummyArray, DummyData::clone, invalidArray));
+        try {
+            DummyData[] validArray = new DummyData[clonedArray.length + 1];
+            CopyUtils.deepCopy(dummyArray, DummyData::clone, validArray);
+        } catch (Exception ex) {
+            // Unexpected failure
+            Assertions.fail(ex);
+        }
+    }
+
+}