I'm trying out Podman as an alternative to Docker, and it seems pretty nice. I like the separation of tools (e.g. running containers is separate from building images), and there's less hassle with user privileges. It even supports the same images!
The Docker daemon is really convenient for deployment though. It's less work than writing a systemd configuration.