Let's add in Mattermost. Have you used both? I remember trying Zulip briefly one evening and it just felt horribly confusing. Mattermost feels more at home but its threading model is weird, it's not really threading (at least like Slack) since all messages are echoed to the channel.

https://mattermost.org/