I am not calling it inside of a hook but just straight away as the first thing in a MU plugin.
At that point all the info you are requesting won’t be available. That’s running before any hook and before WP is fully loaded.
Use a hook like wp_loaded, admin_init, after_setup_theme … whatever serves your purpose best.