diff --git a/src/wp-admin/includes/meta-boxes.php b/src/wp-admin/includes/meta-boxes.php
index 6aeb0701f3..17490314ed 100644
--- a/src/wp-admin/includes/meta-boxes.php
+++ b/src/wp-admin/includes/meta-boxes.php
@@ -998,7 +998,7 @@ function link_categories_meta_box($link) {
 <div id="taxonomy-linkcategory" class="categorydiv">
 	<ul id="category-tabs" class="category-tabs">
 		<li class="tabs"><a href="#categories-all"><?php _e( 'All Categories' ); ?></a></li>
-		<li class="hide-if-no-js"><a href="#categories-pop"><?php _e( 'Most Used' ); ?></a></li>
+		<li class="hide-if-no-js"><a href="#categories-pop"><?php _ex( 'Most Used', 'categories' ); ?></a></li>
 	</ul>
 
 	<div id="categories-all" class="tabs-panel">
diff --git a/src/wp-admin/includes/nav-menu.php b/src/wp-admin/includes/nav-menu.php
index d1fa9507cd..d6acfcaf3c 100644
--- a/src/wp-admin/includes/nav-menu.php
+++ b/src/wp-admin/includes/nav-menu.php
@@ -607,6 +607,7 @@ function wp_nav_menu_item_post_type_meta_box( $object, $box ) {
 function wp_nav_menu_item_taxonomy_meta_box( $object, $box ) {
 	global $nav_menu_selected_id;
 	$taxonomy_name = $box['args']->name;
+	$taxonomy = get_taxonomy( $taxonomy_name );
 
 	// Paginate browsing for large numbers of objects.
 	$per_page = 50;
@@ -682,7 +683,7 @@ function wp_nav_menu_item_taxonomy_meta_box( $object, $box ) {
 		<ul id="taxonomy-<?php echo $taxonomy_name; ?>-tabs" class="taxonomy-tabs add-menu-item-tabs">
 			<li <?php echo ( 'most-used' == $current_tab ? ' class="tabs"' : '' ); ?>>
 				<a class="nav-tab-link" data-type="tabs-panel-<?php echo esc_attr( $taxonomy_name ); ?>-pop" href="<?php if ( $nav_menu_selected_id ) echo esc_url(add_query_arg($taxonomy_name . '-tab', 'most-used', remove_query_arg($removed_args))); ?>#tabs-panel-<?php echo $taxonomy_name; ?>-pop">
-					<?php _e( 'Most Used' ); ?>
+					<?php echo esc_html( $taxonomy->labels->most_used ); ?>
 				</a>
 			</li>
 			<li <?php echo ( 'all' == $current_tab ? ' class="tabs"' : '' ); ?>>
diff --git a/src/wp-includes/taxonomy.php b/src/wp-includes/taxonomy.php
index 6313641d14..92a4ee73d2 100644
--- a/src/wp-includes/taxonomy.php
+++ b/src/wp-includes/taxonomy.php
@@ -488,8 +488,7 @@ function unregister_taxonomy( $taxonomy ) {
  *                                              list tables.
  *     @type string $items_list_navigation      Label for the table pagination hidden heading.
  *     @type string $items_list                 Label for the table hidden heading.
- *     @type string $most_used                  Title used for the Most Used panel. Not used for non-hierarchical
- *                                              taxonomies. Default 'Most Used'.
+ *     @type string $most_used                  Title for the Most Used tab. Default 'Most Used'.
  *     @type string $back_to_items              Label displayed after a term has been updated.
  * }
  */
@@ -523,7 +522,7 @@ function get_taxonomy_labels( $tax ) {
 		'items_list_navigation' => array( __( 'Tags list navigation' ), __( 'Categories list navigation' ) ),
 		'items_list' => array( __( 'Tags list' ), __( 'Categories list' ) ),
 		/* translators: Tab heading when selecting from the most used terms */
-		'most_used' => array( null, _x( 'Most Used', 'Most used categories' ) ),
+		'most_used' => array( _x( 'Most Used', 'tags' ), _x( 'Most Used', 'categories' ) ),
 		'back_to_items' => array( __( '&larr; Back to Tags' ), __( '&larr; Back to Categories' ) ),
 	);
 	$nohier_vs_hier_defaults['menu_name'] = $nohier_vs_hier_defaults['name'];