I use slack and have never used those alternatives you’re talking about but there is a case to be made that self hosted tech offers better privacy.
I think securing a self-hosted server is a lot easier than making sure the end-users don't leak the data. Servers are usually built with security at their core and provide more safety tools (firewall, monitoring, etc.) than the client devices.