Singularity

Singularity specializes in scientific and HPC container workflows with strong emphasis on reproducibility and security. It uses immutable images and user-namespace isolation, differing from Docker's mutable layers. Popular in research computing, it avoids Docker daemon requirements entirely. While free for core use, it targets specialized domains rather than general web or enterprise application development served by Docker Hub and Desktop.