diff --git a/documentation-support/src/test/java/tech/picnic/errorprone/documentation/DocumentationGeneratorTaskListenerTest.java b/documentation-support/src/test/java/tech/picnic/errorprone/documentation/DocumentationGeneratorTaskListenerTest.java
index 685c7cd6f2..4e9d175a47 100644
--- a/documentation-support/src/test/java/tech/picnic/errorprone/documentation/DocumentationGeneratorTaskListenerTest.java
+++ b/documentation-support/src/test/java/tech/picnic/errorprone/documentation/DocumentationGeneratorTaskListenerTest.java
@@ -10,7 +10,6 @@
 import com.google.auto.service.AutoService;
 import com.google.auto.value.AutoValue;
 import com.google.common.collect.ImmutableList;
-import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.Sets;
 import com.google.common.collect.Streams;
 import com.google.errorprone.VisitorState;
@@ -41,7 +40,8 @@ void readOnlyFileSystemWindows(@TempDir Path outputDirectory) throws IOException
                 entry ->
                     AclEntry.newBuilder(entry)
                         .setPermissions(
-                            Sets.difference(entry.permissions(), ImmutableSet.of(ADD_SUBDIRECTORY)))
+                            Sets.difference(
+                                entry.permissions(), Sets.immutableEnumSet(ADD_SUBDIRECTORY)))
                         .build())
             .collect(toImmutableList()));
 
diff --git a/error-prone-contrib/src/main/java/tech/picnic/errorprone/bugpatterns/JUnitClassModifiers.java b/error-prone-contrib/src/main/java/tech/picnic/errorprone/bugpatterns/JUnitClassModifiers.java
index 8cfd59cd2a..372adebb71 100644
--- a/error-prone-contrib/src/main/java/tech/picnic/errorprone/bugpatterns/JUnitClassModifiers.java
+++ b/error-prone-contrib/src/main/java/tech/picnic/errorprone/bugpatterns/JUnitClassModifiers.java
@@ -16,7 +16,7 @@
 import static tech.picnic.errorprone.utils.MoreMatchers.hasMetaAnnotation;
 
 import com.google.auto.service.AutoService;
-import com.google.common.collect.ImmutableSet;
+import com.google.common.collect.Sets;
 import com.google.errorprone.BugPattern;
 import com.google.errorprone.VisitorState;
 import com.google.errorprone.bugpatterns.BugChecker;
@@ -70,7 +70,7 @@ public Description matchClass(ClassTree tree, VisitorState state) {
     SuggestedFixes.removeModifiers(
             tree.getModifiers(),
             state,
-            ImmutableSet.of(Modifier.PRIVATE, Modifier.PROTECTED, Modifier.PUBLIC))
+            Sets.immutableEnumSet(Modifier.PRIVATE, Modifier.PROTECTED, Modifier.PUBLIC))
         .ifPresent(fixBuilder::merge);
 
     if (!HAS_SPRING_CONFIGURATION_ANNOTATION.matches(tree, state)) {
diff --git a/error-prone-contrib/src/main/java/tech/picnic/errorprone/refasterrules/AssortedRules.java b/error-prone-contrib/src/main/java/tech/picnic/errorprone/refasterrules/AssortedRules.java
index 4841481ee8..a38a823ea4 100644
--- a/error-prone-contrib/src/main/java/tech/picnic/errorprone/refasterrules/AssortedRules.java
+++ b/error-prone-contrib/src/main/java/tech/picnic/errorprone/refasterrules/AssortedRules.java
@@ -1,8 +1,6 @@
 package tech.picnic.errorprone.refasterrules;
 
 import static com.google.common.base.Preconditions.checkElementIndex;
-import static com.google.common.collect.ImmutableSet.toImmutableSet;
-import static com.google.common.collect.Sets.toImmutableEnumSet;
 import static com.google.errorprone.refaster.ImportPolicy.STATIC_IMPORT_ALWAYS;
 import static java.util.Collections.disjoint;
 import static java.util.Objects.checkIndex;
@@ -70,28 +68,6 @@ void after(int index, int size) {
     }
   }
 
-  /**
-   * Use {@link Sets#toImmutableEnumSet()} when possible, as it is more efficient than {@link
-   * ImmutableSet#toImmutableSet()} and produces a more compact object.
-   *
-   * <p><strong>Warning:</strong> this rewrite rule is not completely behavior preserving: while the
-   * original code produces a set that iterates over the elements in encounter order, the
-   * replacement code iterates over the elements in enum definition order.
-   */
-  // XXX: ^ Consider emitting a comment warning about this fact?
-  static final class StreamToImmutableEnumSet<T extends Enum<T>> {
-    @BeforeTemplate
-    ImmutableSet<T> before(Stream<T> stream) {
-      return stream.collect(toImmutableSet());
-    }
-
-    @AfterTemplate
-    @UseImportPolicy(STATIC_IMPORT_ALWAYS)
-    ImmutableSet<T> after(Stream<T> stream) {
-      return stream.collect(toImmutableEnumSet());
-    }
-  }
-
   /** Prefer {@link Iterators#getNext(Iterator, Object)} over more contrived alternatives. */
   static final class IteratorGetNextOrDefault<T> {
     @BeforeTemplate
diff --git a/error-prone-contrib/src/main/java/tech/picnic/errorprone/refasterrules/ImmutableEnumSetRules.java b/error-prone-contrib/src/main/java/tech/picnic/errorprone/refasterrules/ImmutableEnumSetRules.java
new file mode 100644
index 0000000000..b7b40af650
--- /dev/null
+++ b/error-prone-contrib/src/main/java/tech/picnic/errorprone/refasterrules/ImmutableEnumSetRules.java
@@ -0,0 +1,246 @@
+package tech.picnic.errorprone.refasterrules;
+
+import static com.google.common.collect.ImmutableSet.toImmutableSet;
+import static com.google.common.collect.Sets.toImmutableEnumSet;
+import static com.google.errorprone.refaster.ImportPolicy.STATIC_IMPORT_ALWAYS;
+
+import com.google.common.collect.ImmutableSet;
+import com.google.common.collect.Sets;
+import com.google.errorprone.refaster.Refaster;
+import com.google.errorprone.refaster.annotation.AfterTemplate;
+import com.google.errorprone.refaster.annotation.BeforeTemplate;
+import com.google.errorprone.refaster.annotation.Repeated;
+import com.google.errorprone.refaster.annotation.UseImportPolicy;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.EnumSet;
+import java.util.stream.Stream;
+import tech.picnic.errorprone.refaster.annotation.OnlineDocumentation;
+
+/**
+ * Refaster rules related to expressions dealing with {@code
+ * com.google.common.collect.ImmutableEnumSet}s.
+ */
+// XXX: Some of the rules defined here impact iteration order. That's a rather subtle change. Should
+// we emit a comment warning about this fact? (This may produce a lot of noise. A bug checker could
+// in some cases determine whether iteration order is important.)
+// XXX: Consider replacing the `SetsImmutableEnumSet[N]` Refaster rules with a bug checker, such
+// that call to `ImmutableSet#of(Object, Object, Object, Object, Object, Object, Object[])` with
+// enum-typed values can also be rewritten.
+@OnlineDocumentation
+final class ImmutableEnumSetRules {
+  private ImmutableEnumSetRules() {}
+
+  /**
+   * Prefer {@link Sets#immutableEnumSet(Iterable)} for enum collections to take advantage of the
+   * internally used {@link EnumSet}.
+   *
+   * <p><strong>Warning:</strong> this rule is not completely behavior preserving: while the
+   * original code produces a set that iterates over its elements in the same order as the input
+   * {@link Iterable}, the replacement code iterates over the elements in enum definition order.
+   */
+  static final class SetsImmutableEnumSetIterable<T extends Enum<T>> {
+    @BeforeTemplate
+    ImmutableSet<T> before(Iterable<T> elements) {
+      return ImmutableSet.copyOf(elements);
+    }
+
+    @BeforeTemplate
+    ImmutableSet<T> before(Collection<T> elements) {
+      return ImmutableSet.copyOf(elements);
+    }
+
+    @AfterTemplate
+    ImmutableSet<T> after(Iterable<T> elements) {
+      return Sets.immutableEnumSet(elements);
+    }
+  }
+
+  /**
+   * Prefer {@link Sets#immutableEnumSet(Iterable)} for enum collections to take advantage of the
+   * internally used {@link EnumSet}.
+   *
+   * <p><strong>Warning:</strong> this rule is not completely behavior preserving: while the
+   * original code produces a set that iterates over its elements in the same order as defined in
+   * the array, the replacement code iterates over the elements in enum definition order.
+   */
+  static final class SetsImmutableEnumSetArraysAsList<T extends Enum<T>> {
+    @BeforeTemplate
+    ImmutableSet<T> before(T[] elements) {
+      return ImmutableSet.copyOf(elements);
+    }
+
+    @AfterTemplate
+    ImmutableSet<T> after(T[] elements) {
+      return Sets.immutableEnumSet(Arrays.asList(elements));
+    }
+  }
+
+  /**
+   * Prefer {@link Sets#immutableEnumSet(Enum, Enum[])} for enum collections to take advantage of
+   * the internally used {@link EnumSet}.
+   */
+  static final class SetsImmutableEnumSet1<T extends Enum<T>> {
+    @BeforeTemplate
+    @SuppressWarnings("SetsImmutableEnumSetIterable" /* This is a more specific template. */)
+    ImmutableSet<T> before(T e1) {
+      return Refaster.anyOf(ImmutableSet.of(e1), ImmutableSet.copyOf(EnumSet.of(e1)));
+    }
+
+    @AfterTemplate
+    @SuppressWarnings("unchecked")
+    ImmutableSet<T> after(T e1) {
+      return Sets.immutableEnumSet(e1);
+    }
+  }
+
+  /**
+   * Prefer {@link Sets#immutableEnumSet(Enum, Enum[])} for enum collections to take advantage of
+   * the internally used {@link EnumSet}.
+   *
+   * <p><strong>Warning:</strong> this rule is not completely behavior preserving: while the {@link
+   * ImmutableSet#of} expression produces a set that iterates over its elements in the listed order,
+   * the replacement code iterates over the elements in enum definition order.
+   */
+  static final class SetsImmutableEnumSet2<T extends Enum<T>> {
+    @BeforeTemplate
+    @SuppressWarnings("SetsImmutableEnumSetIterable" /* This is a more specific template. */)
+    ImmutableSet<T> before(T e1, T e2) {
+      return Refaster.anyOf(ImmutableSet.of(e1, e2), ImmutableSet.copyOf(EnumSet.of(e1, e2)));
+    }
+
+    @AfterTemplate
+    @SuppressWarnings("unchecked")
+    ImmutableSet<T> after(T e1, T e2) {
+      return Sets.immutableEnumSet(e1, e2);
+    }
+  }
+
+  /**
+   * Prefer {@link Sets#immutableEnumSet(Enum, Enum[])} for enum collections to take advantage of
+   * the internally used {@link EnumSet}.
+   *
+   * <p><strong>Warning:</strong> this rule is not completely behavior preserving: while the {@link
+   * ImmutableSet#of} expression produces a set that iterates over its elements in the listed order,
+   * the replacement code iterates over the elements in enum definition order.
+   */
+  static final class SetsImmutableEnumSet3<T extends Enum<T>> {
+    @BeforeTemplate
+    @SuppressWarnings("SetsImmutableEnumSetIterable" /* This is a more specific template. */)
+    ImmutableSet<T> before(T e1, T e2, T e3) {
+      return Refaster.anyOf(
+          ImmutableSet.of(e1, e2, e3), ImmutableSet.copyOf(EnumSet.of(e1, e2, e3)));
+    }
+
+    @AfterTemplate
+    @SuppressWarnings("unchecked")
+    ImmutableSet<T> after(T e1, T e2, T e3) {
+      return Sets.immutableEnumSet(e1, e2, e3);
+    }
+  }
+
+  /**
+   * Prefer {@link Sets#immutableEnumSet(Enum, Enum[])} for enum collections to take advantage of
+   * the internally used {@link EnumSet}.
+   *
+   * <p><strong>Warning:</strong> this rule is not completely behavior preserving: while the {@link
+   * ImmutableSet#of} expression produces a set that iterates over its elements in the listed order,
+   * the replacement code iterates over the elements in enum definition order.
+   */
+  static final class SetsImmutableEnumSet4<T extends Enum<T>> {
+    @BeforeTemplate
+    @SuppressWarnings("SetsImmutableEnumSetIterable" /* This is a more specific template. */)
+    ImmutableSet<T> before(T e1, T e2, T e3, T e4) {
+      return Refaster.anyOf(
+          ImmutableSet.of(e1, e2, e3, e4), ImmutableSet.copyOf(EnumSet.of(e1, e2, e3, e4)));
+    }
+
+    @AfterTemplate
+    @SuppressWarnings("unchecked")
+    ImmutableSet<T> after(T e1, T e2, T e3, T e4) {
+      return Sets.immutableEnumSet(e1, e2, e3, e4);
+    }
+  }
+
+  /**
+   * Prefer {@link Sets#immutableEnumSet(Enum, Enum[])} for enum collections to take advantage of
+   * the internally used {@link EnumSet}.
+   *
+   * <p><strong>Warning:</strong> this rule is not completely behavior preserving: while the {@link
+   * ImmutableSet#of} expression produces a set that iterates over its elements in the listed order,
+   * the replacement code iterates over the elements in enum definition order.
+   */
+  static final class SetsImmutableEnumSet5<T extends Enum<T>> {
+    @BeforeTemplate
+    @SuppressWarnings("SetsImmutableEnumSetIterable" /* This is a more specific template. */)
+    ImmutableSet<T> before(T e1, T e2, T e3, T e4, T e5) {
+      return Refaster.anyOf(
+          ImmutableSet.of(e1, e2, e3, e4, e5), ImmutableSet.copyOf(EnumSet.of(e1, e2, e3, e4, e5)));
+    }
+
+    @AfterTemplate
+    @SuppressWarnings("unchecked")
+    ImmutableSet<T> after(T e1, T e2, T e3, T e4, T e5) {
+      return Sets.immutableEnumSet(e1, e2, e3, e4, e5);
+    }
+  }
+
+  /**
+   * Prefer {@link Sets#immutableEnumSet(Enum, Enum[])} for enum collections to take advantage of
+   * the internally used {@link EnumSet}.
+   *
+   * <p><strong>Warning:</strong> this rule is not completely behavior preserving: while the
+   * original code produces a set that iterates over its elements in the listed order, the
+   * replacement code iterates over the elements in enum definition order.
+   */
+  static final class SetsImmutableEnumSet6<T extends Enum<T>> {
+    @BeforeTemplate
+    ImmutableSet<T> before(T e1, T e2, T e3, T e4, T e5, T e6) {
+      return ImmutableSet.of(e1, e2, e3, e4, e5, e6);
+    }
+
+    @AfterTemplate
+    @SuppressWarnings("unchecked")
+    ImmutableSet<T> after(T e1, T e2, T e3, T e4, T e5, T e6) {
+      return Sets.immutableEnumSet(e1, e2, e3, e4, e5, e6);
+    }
+  }
+
+  /**
+   * Prefer {@link Sets#immutableEnumSet(Enum, Enum[])} for enum collections to take advantage of
+   * the internally used {@link EnumSet}.
+   */
+  static final class SetsImmutableEnumSetVarArgs<T extends Enum<T>> {
+    @BeforeTemplate
+    @SuppressWarnings("SetsImmutableEnumSetIterable" /* This is a more specific template. */)
+    ImmutableSet<T> before(T e1, @Repeated T elements) {
+      return ImmutableSet.copyOf(EnumSet.of(e1, Refaster.asVarargs(elements)));
+    }
+
+    @AfterTemplate
+    ImmutableSet<T> after(T e1, @Repeated T elements) {
+      return Sets.immutableEnumSet(e1, Refaster.asVarargs(elements));
+    }
+  }
+
+  /**
+   * Use {@link Sets#toImmutableEnumSet()} when possible, as it is more efficient than {@link
+   * ImmutableSet#toImmutableSet()} and produces a more compact object.
+   *
+   * <p><strong>Warning:</strong> this rule is not completely behavior preserving: while the
+   * original code produces a set that iterates over its elements in encounter order, the
+   * replacement code iterates over the elements in enum definition order.
+   */
+  static final class StreamToImmutableEnumSet<T extends Enum<T>> {
+    @BeforeTemplate
+    ImmutableSet<T> before(Stream<T> stream) {
+      return stream.collect(toImmutableSet());
+    }
+
+    @AfterTemplate
+    @UseImportPolicy(STATIC_IMPORT_ALWAYS)
+    ImmutableSet<T> after(Stream<T> stream) {
+      return stream.collect(toImmutableEnumSet());
+    }
+  }
+}
diff --git a/error-prone-contrib/src/test/java/tech/picnic/errorprone/refasterrules/RefasterRulesTest.java b/error-prone-contrib/src/test/java/tech/picnic/errorprone/refasterrules/RefasterRulesTest.java
index a7c35621a8..30839af965 100644
--- a/error-prone-contrib/src/test/java/tech/picnic/errorprone/refasterrules/RefasterRulesTest.java
+++ b/error-prone-contrib/src/test/java/tech/picnic/errorprone/refasterrules/RefasterRulesTest.java
@@ -43,6 +43,7 @@ final class RefasterRulesTest {
           EqualityRules.class,
           FileRules.class,
           InputStreamRules.class,
+          ImmutableEnumSetRules.class,
           ImmutableListRules.class,
           ImmutableListMultimapRules.class,
           ImmutableMapRules.class,
diff --git a/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/AssortedRulesTestInput.java b/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/AssortedRulesTestInput.java
index 1f785293b0..98174797e0 100644
--- a/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/AssortedRulesTestInput.java
+++ b/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/AssortedRulesTestInput.java
@@ -1,10 +1,7 @@
 package tech.picnic.errorprone.refasterrules;
 
-import static com.google.common.collect.ImmutableSet.toImmutableSet;
-
 import com.google.common.base.Preconditions;
 import com.google.common.base.Splitter;
-import com.google.common.collect.BoundType;
 import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.Iterables;
@@ -24,8 +21,7 @@ public ImmutableSet<Object> elidedTypesAndStaticImports() {
         Preconditions.class,
         Sets.class,
         Splitter.class,
-        Streams.class,
-        toImmutableSet());
+        Streams.class);
   }
 
   int testCheckIndex() {
@@ -38,10 +34,6 @@ void testCheckIndexConditional() {
     }
   }
 
-  ImmutableSet<BoundType> testStreamToImmutableEnumSet() {
-    return Stream.of(BoundType.OPEN).collect(toImmutableSet());
-  }
-
   ImmutableSet<String> testIteratorGetNextOrDefault() {
     return ImmutableSet.of(
         ImmutableList.of("a").iterator().hasNext()
diff --git a/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/AssortedRulesTestOutput.java b/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/AssortedRulesTestOutput.java
index 2fd9c408af..2e6794dbfd 100644
--- a/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/AssortedRulesTestOutput.java
+++ b/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/AssortedRulesTestOutput.java
@@ -1,12 +1,9 @@
 package tech.picnic.errorprone.refasterrules;
 
-import static com.google.common.collect.ImmutableSet.toImmutableSet;
-import static com.google.common.collect.Sets.toImmutableEnumSet;
 import static java.util.Objects.checkIndex;
 
 import com.google.common.base.Preconditions;
 import com.google.common.base.Splitter;
-import com.google.common.collect.BoundType;
 import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.Iterables;
@@ -27,8 +24,7 @@ public ImmutableSet<Object> elidedTypesAndStaticImports() {
         Preconditions.class,
         Sets.class,
         Splitter.class,
-        Streams.class,
-        toImmutableSet());
+        Streams.class);
   }
 
   int testCheckIndex() {
@@ -39,10 +35,6 @@ void testCheckIndexConditional() {
     checkIndex(1, 2);
   }
 
-  ImmutableSet<BoundType> testStreamToImmutableEnumSet() {
-    return Stream.of(BoundType.OPEN).collect(toImmutableEnumSet());
-  }
-
   ImmutableSet<String> testIteratorGetNextOrDefault() {
     return ImmutableSet.of(
         Iterators.getNext(ImmutableList.of("a").iterator(), "foo"),
diff --git a/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/ImmutableEnumSetRulesTestInput.java b/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/ImmutableEnumSetRulesTestInput.java
new file mode 100644
index 0000000000..10662a9ab6
--- /dev/null
+++ b/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/ImmutableEnumSetRulesTestInput.java
@@ -0,0 +1,96 @@
+package tech.picnic.errorprone.refasterrules;
+
+import static com.google.common.collect.ImmutableSet.toImmutableSet;
+
+import com.google.common.collect.BoundType;
+import com.google.common.collect.ImmutableSet;
+import com.google.common.collect.Iterables;
+import java.math.RoundingMode;
+import java.util.EnumSet;
+import java.util.stream.Stream;
+import tech.picnic.errorprone.refaster.test.RefasterRuleCollectionTestCase;
+
+final class ImmutableEnumSetRulesTest implements RefasterRuleCollectionTestCase {
+  @Override
+  public ImmutableSet<Object> elidedTypesAndStaticImports() {
+    return ImmutableSet.of(EnumSet.class, toImmutableSet());
+  }
+
+  ImmutableSet<ImmutableSet<RoundingMode>> testSetsImmutableEnumSetIterable() {
+    return ImmutableSet.of(
+        ImmutableSet.copyOf(Iterables.cycle(RoundingMode.UP)),
+        ImmutableSet.copyOf(EnumSet.allOf(RoundingMode.class)));
+  }
+
+  ImmutableSet<RoundingMode> testSetsImmutableEnumSetArraysAsList() {
+    return ImmutableSet.copyOf(RoundingMode.values());
+  }
+
+  ImmutableSet<ImmutableSet<RoundingMode>> testSetsImmutableEnumSet1() {
+    return ImmutableSet.of(
+        ImmutableSet.of(RoundingMode.UP), ImmutableSet.copyOf(EnumSet.of(RoundingMode.UP)));
+  }
+
+  ImmutableSet<ImmutableSet<RoundingMode>> testSetsImmutableEnumSet2() {
+    return ImmutableSet.of(
+        ImmutableSet.of(RoundingMode.UP, RoundingMode.DOWN),
+        ImmutableSet.copyOf(EnumSet.of(RoundingMode.UP, RoundingMode.DOWN)));
+  }
+
+  ImmutableSet<ImmutableSet<RoundingMode>> testSetsImmutableEnumSet3() {
+    return ImmutableSet.of(
+        ImmutableSet.of(RoundingMode.UP, RoundingMode.DOWN, RoundingMode.CEILING),
+        ImmutableSet.copyOf(EnumSet.of(RoundingMode.UP, RoundingMode.DOWN, RoundingMode.CEILING)));
+  }
+
+  ImmutableSet<ImmutableSet<RoundingMode>> testSetsImmutableEnumSet4() {
+    return ImmutableSet.of(
+        ImmutableSet.of(
+            RoundingMode.UP, RoundingMode.DOWN, RoundingMode.CEILING, RoundingMode.FLOOR),
+        ImmutableSet.copyOf(
+            EnumSet.of(
+                RoundingMode.UP, RoundingMode.DOWN, RoundingMode.CEILING, RoundingMode.FLOOR)));
+  }
+
+  ImmutableSet<ImmutableSet<RoundingMode>> testSetsImmutableEnumSet5() {
+    return ImmutableSet.of(
+        ImmutableSet.of(
+            RoundingMode.UP,
+            RoundingMode.DOWN,
+            RoundingMode.CEILING,
+            RoundingMode.FLOOR,
+            RoundingMode.UNNECESSARY),
+        ImmutableSet.copyOf(
+            EnumSet.of(
+                RoundingMode.UP,
+                RoundingMode.DOWN,
+                RoundingMode.CEILING,
+                RoundingMode.FLOOR,
+                RoundingMode.UNNECESSARY)));
+  }
+
+  ImmutableSet<RoundingMode> testSetsImmutableEnumSet6() {
+    return ImmutableSet.of(
+        RoundingMode.UP,
+        RoundingMode.DOWN,
+        RoundingMode.CEILING,
+        RoundingMode.FLOOR,
+        RoundingMode.UNNECESSARY,
+        RoundingMode.HALF_EVEN);
+  }
+
+  ImmutableSet<RoundingMode> testSetsImmutableEnumSetVarArgs() {
+    return ImmutableSet.copyOf(
+        EnumSet.of(
+            RoundingMode.UP,
+            RoundingMode.DOWN,
+            RoundingMode.CEILING,
+            RoundingMode.FLOOR,
+            RoundingMode.UNNECESSARY,
+            RoundingMode.HALF_EVEN));
+  }
+
+  ImmutableSet<BoundType> testStreamToImmutableEnumSet() {
+    return Stream.of(BoundType.OPEN).collect(toImmutableSet());
+  }
+}
diff --git a/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/ImmutableEnumSetRulesTestOutput.java b/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/ImmutableEnumSetRulesTestOutput.java
new file mode 100644
index 0000000000..c96b01db21
--- /dev/null
+++ b/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/ImmutableEnumSetRulesTestOutput.java
@@ -0,0 +1,96 @@
+package tech.picnic.errorprone.refasterrules;
+
+import static com.google.common.collect.ImmutableSet.toImmutableSet;
+import static com.google.common.collect.Sets.toImmutableEnumSet;
+
+import com.google.common.collect.BoundType;
+import com.google.common.collect.ImmutableSet;
+import com.google.common.collect.Iterables;
+import com.google.common.collect.Sets;
+import java.math.RoundingMode;
+import java.util.Arrays;
+import java.util.EnumSet;
+import java.util.stream.Stream;
+import tech.picnic.errorprone.refaster.test.RefasterRuleCollectionTestCase;
+
+final class ImmutableEnumSetRulesTest implements RefasterRuleCollectionTestCase {
+  @Override
+  public ImmutableSet<Object> elidedTypesAndStaticImports() {
+    return ImmutableSet.of(EnumSet.class, toImmutableSet());
+  }
+
+  ImmutableSet<ImmutableSet<RoundingMode>> testSetsImmutableEnumSetIterable() {
+    return ImmutableSet.of(
+        Sets.immutableEnumSet(Iterables.cycle(RoundingMode.UP)),
+        Sets.immutableEnumSet(EnumSet.allOf(RoundingMode.class)));
+  }
+
+  ImmutableSet<RoundingMode> testSetsImmutableEnumSetArraysAsList() {
+    return Sets.immutableEnumSet(Arrays.asList(RoundingMode.values()));
+  }
+
+  ImmutableSet<ImmutableSet<RoundingMode>> testSetsImmutableEnumSet1() {
+    return ImmutableSet.of(
+        Sets.immutableEnumSet(RoundingMode.UP), Sets.immutableEnumSet(RoundingMode.UP));
+  }
+
+  ImmutableSet<ImmutableSet<RoundingMode>> testSetsImmutableEnumSet2() {
+    return ImmutableSet.of(
+        Sets.immutableEnumSet(RoundingMode.UP, RoundingMode.DOWN),
+        Sets.immutableEnumSet(RoundingMode.UP, RoundingMode.DOWN));
+  }
+
+  ImmutableSet<ImmutableSet<RoundingMode>> testSetsImmutableEnumSet3() {
+    return ImmutableSet.of(
+        Sets.immutableEnumSet(RoundingMode.UP, RoundingMode.DOWN, RoundingMode.CEILING),
+        Sets.immutableEnumSet(RoundingMode.UP, RoundingMode.DOWN, RoundingMode.CEILING));
+  }
+
+  ImmutableSet<ImmutableSet<RoundingMode>> testSetsImmutableEnumSet4() {
+    return ImmutableSet.of(
+        Sets.immutableEnumSet(
+            RoundingMode.UP, RoundingMode.DOWN, RoundingMode.CEILING, RoundingMode.FLOOR),
+        Sets.immutableEnumSet(
+            RoundingMode.UP, RoundingMode.DOWN, RoundingMode.CEILING, RoundingMode.FLOOR));
+  }
+
+  ImmutableSet<ImmutableSet<RoundingMode>> testSetsImmutableEnumSet5() {
+    return ImmutableSet.of(
+        Sets.immutableEnumSet(
+            RoundingMode.UP,
+            RoundingMode.DOWN,
+            RoundingMode.CEILING,
+            RoundingMode.FLOOR,
+            RoundingMode.UNNECESSARY),
+        Sets.immutableEnumSet(
+            RoundingMode.UP,
+            RoundingMode.DOWN,
+            RoundingMode.CEILING,
+            RoundingMode.FLOOR,
+            RoundingMode.UNNECESSARY));
+  }
+
+  ImmutableSet<RoundingMode> testSetsImmutableEnumSet6() {
+    return Sets.immutableEnumSet(
+        RoundingMode.UP,
+        RoundingMode.DOWN,
+        RoundingMode.CEILING,
+        RoundingMode.FLOOR,
+        RoundingMode.UNNECESSARY,
+        RoundingMode.HALF_EVEN);
+  }
+
+  ImmutableSet<RoundingMode> testSetsImmutableEnumSetVarArgs() {
+    return Sets.immutableEnumSet(
+        RoundingMode.UP,
+        RoundingMode.DOWN,
+        RoundingMode.CEILING,
+        RoundingMode.FLOOR,
+        RoundingMode.UNNECESSARY,
+        RoundingMode.HALF_EVEN);
+  }
+
+  ImmutableSet<BoundType> testStreamToImmutableEnumSet() {
+    return Stream.of(BoundType.OPEN).collect(toImmutableEnumSet());
+  }
+}