diff --git a/CHANGELOG.md b/CHANGELOG.md
index 61063a2..5216d20 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,6 @@
 ### 0.5.0
 + Implement `reverse()`
++ Implement `maxBy(fn)` and `minBy(fn)`
 
 ### 0.4.0
 + Implement `suffle()` and `shuffle(RandomGenerator)`
diff --git a/README.md b/README.md
index 315542a..f9ce081 100644
--- a/README.md
+++ b/README.md
@@ -40,6 +40,8 @@ implementation("com.ginsberg:gatherers4j:0.5.0")
 | `filterWithIndex(predicate)` | Filter the stream with the given `predicate`, which takes an `element` and its `index`                                         | 
 | `interleave(stream)`         | Creates a stream of alternating objects from the input stream and the argument stream                                          |
 | `last(n)`                    | Constrain the stream to the last `n` values                                                                                    |
+| `maxBy(fn)`                  | Return a stream containing a single element, which is the maximum value returned by the mapping function `fn`                  |
+| `minBy(fn)`                  | Return a stream containing a single element, which is the minimum value returned by the mapping function `fn`                  |
 | `reverse()`                  | Reverse the order of the stream                                                                                                |
 | `shuffle()`                  | Shuffle the stream into a random order using the platform default `RandomGenerator`                                            |
 | `shuffle(rg)`                | Shuffle the stream into a random order using the specified `RandomGenerator`                                                   |
@@ -168,6 +170,30 @@ Stream
 // ["E", "F", "G"]
 ```
 
+#### Find the object with the maximum mapped value
+
+```java
+record Employee(String name, int salary) {}
+
+streamOfEmployees
+    .gather(Gatherers4j.maxBy(Employee:salary))
+    .toList();
+
+// Employee("Big Shot", 1_000_000)
+```
+
+#### Find the object with the minimum mapped value
+
+```java
+record Person(String name, int age) {}
+
+streamOfPeople
+    .gather(Gatherers4j.minBy(Person:age))
+    .toList();
+
+// Person("Baby", 1)
+```
+
 #### Reverse the order of the stream
 
 ```java
diff --git a/src/main/java/com/ginsberg/gatherers4j/Gatherers4j.java b/src/main/java/com/ginsberg/gatherers4j/Gatherers4j.java
index 466c86c..f366c44 100644
--- a/src/main/java/com/ginsberg/gatherers4j/Gatherers4j.java
+++ b/src/main/java/com/ginsberg/gatherers4j/Gatherers4j.java
@@ -106,6 +106,34 @@ public static <INPUT> LastGatherer<INPUT> last(final int count) {
         return new LastGatherer<>(count);
     }
 
+    /**
+     * Return a Stream containing the single maximum value of the input stream, according to
+     * the given mapping function. In the case where a stream has more than one mapped value
+     * that is the maximum, the first one encountered makes up the stream. This does not
+     * evaluate null values or null mappings.
+     *
+     * @param function A mapping function, the results of which must implement <code>Comparable</code>
+     */
+    public static <INPUT, MAPPED extends Comparable<MAPPED>> MinMaxGatherer<INPUT, MAPPED> maxBy(
+            final Function<INPUT, MAPPED> function
+    ) {
+        return new MinMaxGatherer<>(true, function);
+    }
+
+    /**
+     * Return a Stream containing the single minimum value of the input stream, according to
+     * the given mapping function. In the case where a stream has more than one mapped value
+     * that is the minimum, the first one encountered makes up the stream. This does not
+     * evaluate null values or null mappings.
+     *
+     * @param function A mapping function, the results of which must implement <code>Comparable</code>
+     */
+    public static <INPUT, MAPPED extends Comparable<MAPPED>> MinMaxGatherer<INPUT, MAPPED> minBy(
+            final Function<INPUT, MAPPED> function
+    ) {
+        return new MinMaxGatherer<>(false, function);
+    }
+
     /**
      * Reverse the order of the input Stream.
      *
diff --git a/src/main/java/com/ginsberg/gatherers4j/MinMaxGatherer.java b/src/main/java/com/ginsberg/gatherers4j/MinMaxGatherer.java
new file mode 100644
index 0000000..2feab43
--- /dev/null
+++ b/src/main/java/com/ginsberg/gatherers4j/MinMaxGatherer.java
@@ -0,0 +1,75 @@
+/*
+ * Copyright 2024 Todd Ginsberg
+ *
+ * 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.ginsberg.gatherers4j;
+
+import java.util.function.BiConsumer;
+import java.util.function.Function;
+import java.util.function.Supplier;
+import java.util.stream.Gatherer;
+
+public class MinMaxGatherer<INPUT, MAPPED extends Comparable<MAPPED>>
+        implements Gatherer<INPUT, MinMaxGatherer.State<INPUT, MAPPED>, INPUT> {
+
+    private final Function<INPUT, MAPPED> mappingFunction;
+    private final boolean max;
+
+    MinMaxGatherer(final boolean max, final Function<INPUT, MAPPED> mappingFunction) {
+        this.mappingFunction = mappingFunction;
+        this.max = max;
+    }
+
+    @Override
+    public Supplier<State<INPUT, MAPPED>> initializer() {
+        return State::new;
+    }
+
+    @Override
+    public Integrator<State<INPUT, MAPPED>, INPUT, INPUT> integrator() {
+        return (state, element, downstream) -> {
+            final MAPPED mapped = element == null ? null : mappingFunction.apply(element);
+            if (mapped == null) {
+                return !downstream.isRejecting();
+            }
+            if (state.bestSoFar == null) {
+                state.bestSoFar = element;
+                state.mappedField = mapped;
+            } else {
+                final int compared = mapped.compareTo(state.mappedField);
+                if ((compared > 0 && max) || (compared < 0 && !max)) {
+                    state.bestSoFar = element;
+                    state.mappedField = mapped;
+                }
+            }
+            return !downstream.isRejecting();
+        };
+    }
+
+    @Override
+    public BiConsumer<State<INPUT, MAPPED>, Downstream<? super INPUT>> finisher() {
+        return (state, downstream) -> {
+            if (state.bestSoFar != null) {
+                downstream.push(state.bestSoFar);
+            }
+            // TODO: What happens if we have no best?
+        };
+    }
+
+    public static class State<INPUT, MAPPED extends Comparable<MAPPED>> {
+        private INPUT bestSoFar;
+        private MAPPED mappedField;
+    }
+}
diff --git a/src/test/java/com/ginsberg/gatherers4j/MinMaxGathererTest.java b/src/test/java/com/ginsberg/gatherers4j/MinMaxGathererTest.java
new file mode 100644
index 0000000..3285fd0
--- /dev/null
+++ b/src/test/java/com/ginsberg/gatherers4j/MinMaxGathererTest.java
@@ -0,0 +1,154 @@
+/*
+ * Copyright 2024 Todd Ginsberg
+ *
+ * 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.ginsberg.gatherers4j;
+
+import org.junit.jupiter.api.Nested;
+import org.junit.jupiter.api.Test;
+
+import java.util.List;
+import java.util.stream.Stream;
+
+import static org.assertj.core.api.Assertions.assertThat;
+
+class MinMaxGathererTest {
+
+    private record TestObject(String a, int b) {
+    }
+
+    @Nested
+    class Max {
+
+        @Test
+        void doesNotTestNullMappings() {
+            // Arrange
+            final Stream<TestObject> input = Stream.of(new TestObject(null, 1));
+
+            // Act
+            final List<TestObject> output = input.gather(Gatherers4j.maxBy(TestObject::a)).toList();
+
+            // Assert
+            assertThat(output).isEmpty();
+        }
+
+        @Test
+        void emptyStreamHasNoBest() {
+            // Arrange
+            final Stream<TestObject> input = Stream.empty();
+
+            // Act
+            final List<TestObject> output = input.gather(Gatherers4j.maxBy(TestObject::b)).toList();
+
+            // Assert
+            assertThat(output).isEmpty();
+        }
+
+        @Test
+        void firstValueSelectedWhenMultipleExist() {
+            // Arrange
+            final Stream<TestObject> input = Stream.of(
+                    new TestObject("A", 1),
+                    new TestObject("B", 1)
+            );
+
+            // Act
+            final List<TestObject> output = input.gather(Gatherers4j.maxBy(TestObject::b)).toList();
+
+            // Assert
+            assertThat(output).containsExactly(new TestObject("A", 1));
+        }
+
+        @Test
+        void maxValue() {
+            // Arrange
+            final Stream<TestObject> input = Stream.of(
+                    new TestObject("A", 1),
+                    new TestObject("B", 2),
+                    new TestObject("C", 3),
+                    new TestObject("E", 2),
+                    new TestObject("E", 1)
+            );
+
+            // Act
+            final List<TestObject> output = input.gather(Gatherers4j.maxBy(TestObject::b)).toList();
+
+            // Assert
+            assertThat(output).containsExactly(new TestObject("C", 3));
+        }
+    }
+
+    @Nested
+    class Min {
+
+        @Test
+        void doesNotTestNullMappings() {
+            // Arrange
+            final Stream<TestObject> input = Stream.of(new TestObject(null, 1));
+
+            // Act
+            final List<TestObject> output = input.gather(Gatherers4j.minBy(TestObject::a)).toList();
+
+            // Assert
+            assertThat(output).isEmpty();
+        }
+
+        @Test
+        void emptyStreamHasNoBest() {
+            // Arrange
+            final Stream<TestObject> input = Stream.empty();
+
+            // Act
+            final List<TestObject> output = input.gather(Gatherers4j.minBy(TestObject::b)).toList();
+
+            // Assert
+            assertThat(output).isEmpty();
+        }
+
+        @Test
+        void firstValueSelectedWhenMultipleExist() {
+            // Arrange
+            final Stream<TestObject> input = Stream.of(
+                    new TestObject("A", 1),
+                    new TestObject("B", 1)
+            );
+
+            // Act
+            final List<TestObject> output = input.gather(Gatherers4j.minBy(TestObject::b)).toList();
+
+            // Assert
+            assertThat(output).containsExactly(new TestObject("A", 1));
+        }
+
+        @Test
+        void minValue() {
+            // Arrange
+            final Stream<TestObject> input = Stream.of(
+                    new TestObject("A", 3),
+                    new TestObject("B", 2),
+                    new TestObject("C", 1),
+                    new TestObject("E", 2),
+                    new TestObject("E", 3)
+            );
+
+            // Act
+            final List<TestObject> output = input.gather(Gatherers4j.minBy(TestObject::b)).toList();
+
+            // Assert
+            assertThat(output).containsExactly(new TestObject("C", 1));
+        }
+    }
+
+}
\ No newline at end of file