There are two types of videos: Moments and Events.
Currently, your Moments videos are kept on the cloud indefinitely unless you delete them. However, your Event videos will be deleted automatically after 7 days if you're a free user.
Upgrade to Alfred Premium to keep your Event videos for 14 days in the Event Book and on the cloud.