This plugin measures the time it takes your checkout to load using hooks. All events are logged to files via the WooCommerce Logger Class. View them via WooCommerce >> Status >> Logs.
The WooCommerce Block Checkout is not yet supported. You must use the classic shortcode based checkout for now.
More documentation at my website. https://conschneider.de/checkout-profiler-for-woocommerce/