The Top WordPress Anti-Spam Plugins

I wish I’ll be able to build such plugin one day. No, is not my plugin and have no idea how exactly is implemented.
Initially, the author of MailChimp for WP recommended it to me after I’ve got lots of fake subscriptions on my website.
Goodbye capctha is the only one plugin recommended by him in order to prevent spam sign-ups