diff --git a/data/gui/window/language_selection.cfg b/data/gui/window/language_selection.cfg
index ada4cdfb56d..028335e6efa 100644
--- a/data/gui/window/language_selection.cfg
+++ b/data/gui/window/language_selection.cfg
@@ -72,6 +72,7 @@
 				[column]
 					border = "all"
 					border_size = 5
+					horizontal_grow = true
 
 					[label]
 						use_markup = true
@@ -127,12 +128,45 @@ If you are a first-time player, we recommend using a mostly-complete translation
 				[column]
 					border = "all"
 					border_size = 5
-					horizontal_alignment = "center"
+					horizontal_grow = true
 
-					[toggle_button]
-						id = "show_all"
-						label = _ "Show work-in-progress or abandoned translations"
-					[/toggle_button]
+					[label]
+						use_markup = true
+						link_aware = true
+						wrap = true
+						# po: Beneath the label widget displaying this text there is a widget displaying
+						# po: a decorated link to <https://gettext.wesnoth.org/>.
+						label = _ "<b>Note:</b> The translation percentages shown apply to the core game interface and in-game help only. More complete stats are available at the following page:"
+					[/label]
+				[/column]
+			[/row]
+
+			[row]
+				[column]
+					border = "all"
+					border_size = 5
+					horizontal_grow = true
+
+					[panel]
+						definition = "box_display_no_blur_no_border"
+						[grid]
+							[row]
+								[column]
+									border = "all"
+									border_size = 10
+									horizontal_grow = true
+									[label]
+										# Filled in at runtime
+										id = "stats_url"
+										use_markup = true
+										link_aware = true
+										wrap = true
+										text_alignment = "center"
+									[/label]
+								[/column]
+							[/row]
+						[/grid]
+					[/panel]
 				[/column]
 			[/row]
 		[/definition]
@@ -222,7 +256,7 @@ If you are a first-time player, we recommend using a mostly-complete translation
 				grow_factor = 0
 
 				[column]
-					horizontal_alignment = "right"
+					horizontal_grow = true
 
 					[grid]
 
@@ -232,31 +266,45 @@ If you are a first-time player, we recommend using a mostly-complete translation
 							[column]
 								border = "all"
 								border_size = 5
-								horizontal_alignment = "right"
-
-								[button]
-									id = "ok"
-									definition = "default"
-
-									label = _ "Select"
-								[/button]
+								horizontal_alignment = "left"
 
+								[toggle_button]
+									id = "show_all"
+									label = _ "Show in-progress or abandoned translations"
+								[/toggle_button]
 							[/column]
 
 							[column]
-								border = "all"
-								border_size = 5
 								horizontal_alignment = "right"
 
-								[button]
-									id = "cancel"
-									definition = "default"
+								[grid]
+									[row]
+										[column]
+											border = "all"
+											border_size = 5
+											horizontal_alignment = "right"
 
-									label = _ "Cancel"
-								[/button]
+											[button]
+												id = "ok"
+												definition = "default"
+												label = _ "Select"
+											[/button]
+										[/column]
 
+										[column]
+											border = "all"
+											border_size = 5
+											horizontal_alignment = "right"
+
+											[button]
+												id = "cancel"
+												definition = "default"
+												label = _ "Cancel"
+											[/button]
+										[/column]
+									[/row]
+								[/grid]
 							[/column]
-
 						[/row]
 
 					[/grid]
diff --git a/src/gui/dialogs/language_selection.cpp b/src/gui/dialogs/language_selection.cpp
index 42994288bc4..70a391d9ca1 100644
--- a/src/gui/dialogs/language_selection.cpp
+++ b/src/gui/dialogs/language_selection.cpp
@@ -34,6 +34,8 @@ namespace
 
 const std::string translations_wiki_url = "https://wiki.wesnoth.org/WesnothTranslations";
 
+const std::string translations_stats_url = "https://gettext.wesnoth.org/";
+
 }
 
 REGISTER_DIALOG(language_selection)
@@ -65,6 +67,7 @@ language_selection::language_selection()
 	register_bool("show_all", true, show_all);
 	// Markup needs to be enabled for the link to be highlighted
 	register_label("contrib_url", true, translations_wiki_url, true);
+	register_label("stats_url", true, translations_stats_url, true);
 }
 
 void language_selection::shown_filter_callback()