diff --git a/README.md b/README.md
index 66b122c..986a269 100644
--- a/README.md
+++ b/README.md
@@ -69,6 +69,7 @@ The package will automatically register itself.
 - [`parallelMap`](#parallelmap)
 - [`path`](#path)
 - [`pluckMany`](#pluckmany)
+- [`pluckManyValues`](#pluckmanyvalues)
 - [`pluckToArray`](#plucktoarray)
 - [`prioritize`](#prioritize)
 - [`recursive`](#recursive)
@@ -659,6 +660,25 @@ $collection->pluckMany(['a', 'b']);
 // ]);
 ```
 
+### `pluckManyValues`
+
+Returns a collection with only the specified keys' values.
+
+```php
+$collection = collect([
+    ['a' => 1, 'b' => 10, 'c' => 100],
+    ['a' => 2, 'b' => 20, 'c' => 200],
+]);
+
+$collection->pluckMany(['a', 'b']);
+
+// returns
+// collect([
+//     [1, 10],
+//     [2, 20],
+// ]);
+```
+
 ### `pluckToArray`
 
 Returns array of values of a given key.
diff --git a/src/CollectionMacroServiceProvider.php b/src/CollectionMacroServiceProvider.php
index 270be6c..0a02144 100644
--- a/src/CollectionMacroServiceProvider.php
+++ b/src/CollectionMacroServiceProvider.php
@@ -51,6 +51,7 @@ private function macros(): array
             'parallelMap' => \Spatie\CollectionMacros\Macros\ParallelMap::class,
             'path' => \Spatie\CollectionMacros\Macros\Path::class,
             'pluckMany' => \Spatie\CollectionMacros\Macros\PluckMany::class,
+            'pluckManyValues' => \Spatie\CollectionMacros\Macros\PluckManyValues::class,
             'pluckToArray' => \Spatie\CollectionMacros\Macros\PluckToArray::class,
             'prioritize' => \Spatie\CollectionMacros\Macros\Prioritize::class,
             'recursive' => \Spatie\CollectionMacros\Macros\Recursive::class,
diff --git a/src/Macros/PluckMany.php b/src/Macros/PluckMany.php
index 625d507..d24c9d0 100644
--- a/src/Macros/PluckMany.php
+++ b/src/Macros/PluckMany.php
@@ -20,6 +20,8 @@ class PluckMany
     public function __invoke()
     {
         return function ($keys): Collection {
+            // Allow passing multiple keys as multiple arguments
+            $keys = is_array($keys) ? $keys : func_get_args();
             return $this->map(function ($item) use ($keys) {
                 if ($item instanceof Collection) {
                     return $item->only($keys);
diff --git a/src/Macros/PluckManyValues.php b/src/Macros/PluckManyValues.php
new file mode 100644
index 0000000..ed5a77c
--- /dev/null
+++ b/src/Macros/PluckManyValues.php
@@ -0,0 +1,38 @@
+<?php
+
+namespace Spatie\CollectionMacros\Macros;
+
+use ArrayAccess;
+use Illuminate\Support\Arr;
+use Illuminate\Support\Collection;
+
+/**
+ * Get a Collection with only the specified keys.
+ *
+ * @param  array  $keys
+ *
+ * @mixin \Illuminate\Support\Collection
+ *
+ * @return Collection
+ */
+class PluckManyValues
+{
+    public function __invoke()
+    {
+        return function ($keys): Collection {
+            // Allow passing multiple keys as multiple arguments
+            $keys = is_array($keys) ? $keys : func_get_args();
+            return $this->pluckMany($keys)->map(function ($item) {
+                if ($item instanceof Collection) {
+                    return $item->values();
+                }
+
+                if (is_array($item)) {
+                    return array_values($item);
+                }
+                
+                return (object) array_values(get_object_vars($item));
+            });
+        };
+    }
+}
diff --git a/tests/Macros/PluckManyValuesTest.php b/tests/Macros/PluckManyValuesTest.php
new file mode 100644
index 0000000..884d7ec
--- /dev/null
+++ b/tests/Macros/PluckManyValuesTest.php
@@ -0,0 +1,62 @@
+<?php
+
+namespace Spatie\CollectionMacros\Test\Macros;
+
+use ArrayAccess;
+use Illuminate\Support\Collection;
+use Spatie\CollectionMacros\Test\TestCase;
+
+class PluckManyValuesTest extends TestCase
+{
+    /** @test */
+    public function it_provides_a_pluckManyValues_macro()
+    {
+        $this->assertTrue(Collection::hasMacro('pluckManyValues'));
+    }
+
+    /** @test */
+    public function it_can_pluck_from_a_collection_of_collections()
+    {
+        $data = Collection::make([
+            collect(['id' => 1, 'name' => 'matt', 'hobby' => 'coding']),
+            collect(['id' => 2, 'name' => 'tomo', 'hobby' => 'cooking']),
+        ]);
+
+        $this->assertEquals($data->map->only(['name', 'hobby'])->map->values(), $data->pluckManyValues(['name', 'hobby']));
+    }
+
+    /** @test */
+    public function it_can_pluck_from_array_and_object_items()
+    {
+        $data = Collection::make([
+            (object) ['id' => 1, 'name' => 'matt', 'hobby' => 'coding'],
+            ['id' => 2, 'name' => 'tomo', 'hobby' => 'cooking'],
+        ]);
+
+        $this->assertEquals(
+            [
+                (object) ['matt', 'coding'],
+                ['tomo', 'cooking'],
+            ],
+            $data->pluckManyValues(['name', 'hobby'])->all()
+        );
+    }
+
+    /** @test */
+    public function it_can_pluck_from_objects_that_implement_array_access_interface()
+    {
+        $data = Collection::make([
+            new TestArrayAccessImplementation(['id' => 1, 'name' => 'marco', 'hobby' => 'drinking']),
+            new TestArrayAccessImplementation(['id' => 2, 'name' => 'belle', 'hobby' => 'cross-stitch']),
+        ]);
+
+        $this->assertEquals(
+            [
+                ['marco', 'drinking'],
+                ['belle', 'cross-stitch'],
+            ],
+            $data->pluckManyValues(['name', 'hobby'])->all()
+        );
+    }
+}
+