diff --git a/2021.12/_static/javascripts/version_dropdown.js b/2021.12/_static/javascripts/version_dropdown.js
index e09b6c0b0..d43ddde52 100644
--- a/2021.12/_static/javascripts/version_dropdown.js
+++ b/2021.12/_static/javascripts/version_dropdown.js
@@ -1,5 +1,16 @@
-function add_version_dropdown(json_loc, target_loc, text) {
+function assign_href(a, url, path) {
+    fetch(url + "/" + path).then(response => {
+        if (response.ok) {
+            a.href = url + "/" + path;
+        } else {
+            a.href = url + "/index.html";
+        }
+    }).catch(error => {
+        a.href = url + "/index.html";
+    });
+}
 
+function add_version_dropdown(json_loc, target_loc, text) {
     var dropdown = document.createElement("div");
     dropdown.className = "md-flex__cell md-flex__cell--shrink dropdown";
     var button = document.createElement("button");
@@ -9,13 +20,17 @@ function add_version_dropdown(json_loc, target_loc, text) {
     dropdown.appendChild(button);
     dropdown.appendChild(content);
     $.getJSON(json_loc, function(versions) {
+        var currentURL = window.location.href;
+        var path = currentURL.split("_site")[1];
+        path = path.split("/");
+        path = path.slice(2, path.length);
+        path = path.join("/");
         for (var key in versions) {
             if (versions.hasOwnProperty(key)) {
-                console.log(key, versions[key]);
                 var a = document.createElement("a");
                 a.innerHTML = key;
                 a.title = key;
-                a.href = target_loc + versions[key];
+                assign_href(a, target_loc + versions[key], path);
                 content.appendChild(a);
             }
         }
diff --git a/2022.12/_static/javascripts/version_dropdown.js b/2022.12/_static/javascripts/version_dropdown.js
index e09b6c0b0..d43ddde52 100644
--- a/2022.12/_static/javascripts/version_dropdown.js
+++ b/2022.12/_static/javascripts/version_dropdown.js
@@ -1,5 +1,16 @@
-function add_version_dropdown(json_loc, target_loc, text) {
+function assign_href(a, url, path) {
+    fetch(url + "/" + path).then(response => {
+        if (response.ok) {
+            a.href = url + "/" + path;
+        } else {
+            a.href = url + "/index.html";
+        }
+    }).catch(error => {
+        a.href = url + "/index.html";
+    });
+}
 
+function add_version_dropdown(json_loc, target_loc, text) {
     var dropdown = document.createElement("div");
     dropdown.className = "md-flex__cell md-flex__cell--shrink dropdown";
     var button = document.createElement("button");
@@ -9,13 +20,17 @@ function add_version_dropdown(json_loc, target_loc, text) {
     dropdown.appendChild(button);
     dropdown.appendChild(content);
     $.getJSON(json_loc, function(versions) {
+        var currentURL = window.location.href;
+        var path = currentURL.split("_site")[1];
+        path = path.split("/");
+        path = path.slice(2, path.length);
+        path = path.join("/");
         for (var key in versions) {
             if (versions.hasOwnProperty(key)) {
-                console.log(key, versions[key]);
                 var a = document.createElement("a");
                 a.innerHTML = key;
                 a.title = key;
-                a.href = target_loc + versions[key];
+                assign_href(a, target_loc + versions[key], path);
                 content.appendChild(a);
             }
         }
diff --git a/draft/_static/javascripts/version_dropdown.js b/draft/_static/javascripts/version_dropdown.js
index e09b6c0b0..d43ddde52 100644
--- a/draft/_static/javascripts/version_dropdown.js
+++ b/draft/_static/javascripts/version_dropdown.js
@@ -1,5 +1,16 @@
-function add_version_dropdown(json_loc, target_loc, text) {
+function assign_href(a, url, path) {
+    fetch(url + "/" + path).then(response => {
+        if (response.ok) {
+            a.href = url + "/" + path;
+        } else {
+            a.href = url + "/index.html";
+        }
+    }).catch(error => {
+        a.href = url + "/index.html";
+    });
+}
 
+function add_version_dropdown(json_loc, target_loc, text) {
     var dropdown = document.createElement("div");
     dropdown.className = "md-flex__cell md-flex__cell--shrink dropdown";
     var button = document.createElement("button");
@@ -9,13 +20,17 @@ function add_version_dropdown(json_loc, target_loc, text) {
     dropdown.appendChild(button);
     dropdown.appendChild(content);
     $.getJSON(json_loc, function(versions) {
+        var currentURL = window.location.href;
+        var path = currentURL.split("_site")[1];
+        path = path.split("/");
+        path = path.slice(2, path.length);
+        path = path.join("/");
         for (var key in versions) {
             if (versions.hasOwnProperty(key)) {
-                console.log(key, versions[key]);
                 var a = document.createElement("a");
                 a.innerHTML = key;
                 a.title = key;
-                a.href = target_loc + versions[key];
+                assign_href(a, target_loc + versions[key], path);
                 content.appendChild(a);
             }
         }
diff --git a/latest/_static/javascripts/version_dropdown.js b/latest/_static/javascripts/version_dropdown.js
index e09b6c0b0..d43ddde52 100644
--- a/latest/_static/javascripts/version_dropdown.js
+++ b/latest/_static/javascripts/version_dropdown.js
@@ -1,5 +1,16 @@
-function add_version_dropdown(json_loc, target_loc, text) {
+function assign_href(a, url, path) {
+    fetch(url + "/" + path).then(response => {
+        if (response.ok) {
+            a.href = url + "/" + path;
+        } else {
+            a.href = url + "/index.html";
+        }
+    }).catch(error => {
+        a.href = url + "/index.html";
+    });
+}
 
+function add_version_dropdown(json_loc, target_loc, text) {
     var dropdown = document.createElement("div");
     dropdown.className = "md-flex__cell md-flex__cell--shrink dropdown";
     var button = document.createElement("button");
@@ -9,13 +20,17 @@ function add_version_dropdown(json_loc, target_loc, text) {
     dropdown.appendChild(button);
     dropdown.appendChild(content);
     $.getJSON(json_loc, function(versions) {
+        var currentURL = window.location.href;
+        var path = currentURL.split("_site")[1];
+        path = path.split("/");
+        path = path.slice(2, path.length);
+        path = path.join("/");
         for (var key in versions) {
             if (versions.hasOwnProperty(key)) {
-                console.log(key, versions[key]);
                 var a = document.createElement("a");
                 a.innerHTML = key;
                 a.title = key;
-                a.href = target_loc + versions[key];
+                assign_href(a, target_loc + versions[key], path);
                 content.appendChild(a);
             }
         }