That's because podman-compose is not a goal for the project IIRC. Therefore, it will never be feature complete. They encourage using systemd or other tools to manage the pods. It seems that podman-compose is just not an enterprise use case.
Edit: so if docker-compose is important then yea, stick to docker. I moved to using systemd instead. Podman can generate the systems files for you.