diff --git a/openstack/utils/choose_version.go b/openstack/utils/choose_version.go
index 088e086..57e2a81 100644
--- a/openstack/utils/choose_version.go
+++ b/openstack/utils/choose_version.go
@@ -69,6 +69,13 @@
 	var highest *Version
 	var endpoint string
 
+	normalize := func(endpoint string) string {
+		if !strings.HasSuffix(endpoint, "/") {
+			return endpoint + "/"
+		}
+		return endpoint
+	}
+
 	for _, value := range resp.Versions.Values {
 		href := ""
 		for _, link := range value.Links {
@@ -79,7 +86,7 @@
 
 		if matching, ok := byID[value.ID]; ok {
 			// Prefer a version that exactly matches the provided endpoint.
-			if href == identityEndpoint {
+			if normalize(href) == normalize(identityEndpoint) {
 				if href == "" {
 					return nil, "", fmt.Errorf("Endpoint missing in version %s response from %s", value.ID, normalized)
 				}
diff --git a/openstack/utils/choose_version_test.go b/openstack/utils/choose_version_test.go
index d2aec8a..4a8a443 100644
--- a/openstack/utils/choose_version_test.go
+++ b/openstack/utils/choose_version_test.go
@@ -67,7 +67,7 @@
 	v2 := &Version{ID: "v2.0", Priority: 2}
 	v3 := &Version{ID: "v3.0", Priority: 3}
 
-	v, endpoint, err := ChooseVersion(testhelper.Endpoint()+"v2.0", []*Version{v2, v3})
+	v, endpoint, err := ChooseVersion(testhelper.Endpoint()+"v2.0/", []*Version{v2, v3})
 	if err != nil {
 		t.Fatalf("Unexpected error from ChooseVersion: %v", err)
 	}