diff --git a/includes/class-wc-cart.php b/includes/class-wc-cart.php
index 41be737f665..bd4cbd14051 100644
--- a/includes/class-wc-cart.php
+++ b/includes/class-wc-cart.php
@@ -333,7 +333,6 @@ class WC_Cart extends WC_Legacy_Cart {
 	 */
 	public function get_cart_contents_taxes() {
 		return apply_filters( 'woocommerce_cart_' . __FUNCTION__, $this->get_totals_var( 'cart_contents_taxes' ) );
-
 	}
 
 	/**
diff --git a/includes/class-wc-checkout.php b/includes/class-wc-checkout.php
index 8db90a15996..5d2e26c3415 100644
--- a/includes/class-wc-checkout.php
+++ b/includes/class-wc-checkout.php
@@ -469,7 +469,7 @@ class WC_Checkout {
 	 * @param WC_Cart $cart
 	 */
 	public function create_order_tax_lines( &$order, $cart ) {
-		foreach ( array_keys( $cart->taxes + $cart->shipping_taxes ) as $tax_rate_id ) {
+		foreach ( array_keys( $cart->get_cart_contents_taxes() + $cart->get_shipping_taxes() ) as $tax_rate_id ) {
 			if ( $tax_rate_id && apply_filters( 'woocommerce_cart_remove_taxes_zero_rate_id', 'zero-rated' ) !== $tax_rate_id ) {
 				$item = new WC_Order_Item_Tax();
 				$item->set_props( array(