diff --git a/src/main/java/com/cinchapi/common/collect/lazy/LazyTransformMap.java b/src/main/java/com/cinchapi/common/collect/lazy/LazyTransformMap.java
new file mode 100644
index 0000000..34db7f5
--- /dev/null
+++ b/src/main/java/com/cinchapi/common/collect/lazy/LazyTransformMap.java
@@ -0,0 +1,49 @@
+/*
+ * Copyright (c) 2013-2019 Cinchapi Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package com.cinchapi.common.collect.lazy;
+
+import java.util.AbstractMap;
+import java.util.Map;
+import java.util.Set;
+import java.util.function.Function;
+
+/**
+ *
+ *
+ * @author jeff
+ */
+public class LazyTransformMap<FK, FV, TK, TV> extends AbstractMap<TK, TV> {
+
+    private final Map<FK, FV> from;
+    private final Function<FK, TK> keyTransformer;
+    private final Function<FV, TV> valueTransformer;
+
+    private LazyTransformMap(Map<FK, FV> from, Function<FK, TK> keyTransformer,
+            Function<FV, TV> valueTransformer) {
+        this.from = from;
+        this.keyTransformer = keyTransformer;
+        this.valueTransformer = valueTransformer;
+    }
+
+    @Override
+    public Set<Entry<TK, TV>> entrySet() {
+        return LazyTransformSet.of(from.entrySet(),
+                entry -> new SimpleImmutableEntry<>(
+                        keyTransformer.apply(entry.getKey()),
+                        valueTransformer.apply(entry.getValue())));
+    }
+
+}
diff --git a/src/main/java/com/cinchapi/common/collect/lazy/LazyTransformSet.java b/src/main/java/com/cinchapi/common/collect/lazy/LazyTransformSet.java
index 0715737..184972b 100644
--- a/src/main/java/com/cinchapi/common/collect/lazy/LazyTransformSet.java
+++ b/src/main/java/com/cinchapi/common/collect/lazy/LazyTransformSet.java
@@ -16,6 +16,7 @@
 package com.cinchapi.common.collect.lazy;
 
 import java.util.AbstractSet;
+import java.util.Collection;
 import java.util.Comparator;
 import java.util.Iterator;
 import java.util.Optional;
@@ -50,8 +51,7 @@
  * This {@link Set} allows just-in-time transformation and should be used to
  * transform elements on the fly when said transformation is expensive. This is
  * especially useful in {@link #stream() stream} operations that feature
- * intermediate
- * operations like {@link Stream#skip(long) skipping}.
+ * intermediate operations like {@link Stream#skip(long) skipping}.
  * </p>
  *
  * @author Jeff Nelson
@@ -66,7 +66,7 @@ public class LazyTransformSet<F, T> extends AbstractSet<T> {
      * @param transformer
      * @return the {@link LazyTransformSet}
      */
-    public static <F, T> LazyTransformSet<F, T> of(Set<F> from,
+    public static <F, T> LazyTransformSet<F, T> of(Collection<F> from,
             Function<F, T> transformer) {
         return new LazyTransformSet<>(from, transformer);
     }
@@ -74,7 +74,7 @@ public static <F, T> LazyTransformSet<F, T> of(Set<F> from,
     /**
      * The original {@link Set} whose items will be transformed.
      */
-    private final Set<F> from;
+    private final Collection<F> from;
 
     /**
      * The transforming function.
@@ -87,7 +87,7 @@ public static <F, T> LazyTransformSet<F, T> of(Set<F> from,
      * @param from
      * @param transformer
      */
-    private LazyTransformSet(Set<F> from, Function<F, T> transformer) {
+    private LazyTransformSet(Collection<F> from, Function<F, T> transformer) {
         this.from = from;
         this.transformer = transformer;
     }
diff --git a/src/test/java/com/cinchapi/common/collect/lazy/LazyTransformSetTest.java b/src/test/java/com/cinchapi/common/collect/lazy/LazyTransformSetTest.java
index 609103a..abaf214 100644
--- a/src/test/java/com/cinchapi/common/collect/lazy/LazyTransformSetTest.java
+++ b/src/test/java/com/cinchapi/common/collect/lazy/LazyTransformSetTest.java
@@ -15,12 +15,14 @@
  */
 package com.cinchapi.common.collect.lazy;
 
+import java.util.Collection;
 import java.util.Set;
 import java.util.concurrent.atomic.AtomicInteger;
 
 import org.junit.Assert;
 import org.junit.Test;
 
+import com.google.common.collect.Collections2;
 import com.google.common.collect.ImmutableSet;
 
 /**
@@ -42,6 +44,19 @@ public void testLazyStreamSkip() {
         Assert.assertEquals(4, count.get());
     }
     
+    @Test
+    public void testLazyStreamSkipVsGuava() {
+        // Tests to prove that the benefits of LazyTransformSet (e.g. skip tracking) cannot be achieved 
+        Set<Integer> original = ImmutableSet.of(1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+        AtomicInteger count = new AtomicInteger(0);
+        Collection<String> transformed = Collections2.transform(original, o -> {
+            count.incrementAndGet();
+            return o.toString();
+        });
+        transformed.stream().skip(3).limit(4).forEach(System.out::println);
+        Assert.assertNotEquals(4, count.get());
+    }
+    
     @Test
     public void testLazyStreamDoubleSkip() {
         Set<Integer> original = ImmutableSet.of(1, 2, 3, 4, 5, 6, 7, 8, 9, 10);