Will my gift subscription auto renew?

Yes.

Gift subscriptions are treated like normal membership subscriptions except they are sent as a gift.

You will need to cancel it if you only want one box sent.

Remember, canceling it still sends the box you ordered, but will not automatically renew the membership and send any more.