Nextjournal operates as a web-based platform. It focuses on enhancing reproducibility and collaboration in research. It offers a notebook-style programming environment to support multiple languages and provides features like automatic versioning, real-time collaboration, and on-demand provisioning with graphics processing unit (GPU) support. The platform primarily caters to the needs of machine learning researchers, data scientists, educators, and scientists seeking to share reproducible research and analyses.