FWIW Tumbleweed isn't immutable. It's a rolling release. MicroOS is the official openSUSE immutable release, but it's server oriented. Kalpa is immutable openSUSE for desktop, but still in development.

The separate Aeon desktop project is immutable and more mature, and also focused on desktop usage. With Gnome.