diff --git a/lib/compat.php b/lib/compat.php
index 83b09c976ebe4..2a592d1683a8b 100644
--- a/lib/compat.php
+++ b/lib/compat.php
@@ -472,3 +472,24 @@ function gutenberg_render_block_with_assigned_block_context( $pre_render, $parse
  * @see WP_Block::render
  */
 remove_action( 'enqueue_block_assets', 'wp_enqueue_registered_block_scripts_and_styles' );
+
+/**
+ * Filters a REST query ordered by menu_order to ensure a repeatable sequence over multiple pages.
+ *
+ * This can be removed when WordPress core supports pagination of requests ordering on menu_order.
+ *
+ * @see https://core.trac.wordpress.org/ticket/46294
+ *
+ * @param string   $orderby Current orderby value.
+ * @param WP_Query $query Query object.
+ */
+function gutenberg_posts_orderby( $orderby, $query ) {
+	global $wpdb;
+	if ( defined( 'REST_REQUEST' ) && REST_REQUEST ) {
+		if ( 'menu_order' === $query->query['orderby'] ) {
+			$orderby = "$wpdb->posts.menu_order,$wpdb->posts.post_title,$wpdb->posts.id " . $query->query['order'];
+		}
+	}
+	return $orderby;
+}
+add_filter( 'posts_orderby', 'gutenberg_posts_orderby', 10, 2 );