The best Snowflake Notebooks alternatives

It suits analysts, software developers and scientists who need machine-learning tools, model explanations or workflow automation.

Datalore suits people and teams working with notebooks, databases and shared data reports.

Weka may suit users who want free, open-source machine-learning software with a Java API or notebook workflow.

The free desktop platform suits people building data workflows for personal use.

Deepnote suits data professionals and teams working with analysis, exploration, or machine learning who want collaborative notebooks, dashboards, or…

JupyterLab suits people working with notebooks and code in exploratory computing, including data science, scientific computing, computational…

Colab may suit students, educators, data scientists, AI researchers, and researchers who want to work with Python notebooks in a browser.

It suits learners and Python or data science users who want to work in JupyterLab from a browser.

Community is listed for hobbyists and small projects, Professional for individuals, Team for companies collaborating on data, and Enterprise for…

MATLAB Grader suits instructors who create MATLAB coding assignments and want automated grading, feedback, and attempt analytics.

Zeppelin suits people building interactive analytics notebooks with supported languages and data backends.

It may suit individuals, hobbyists, and non-profits seeking predictive models from structured data, as the Free plan is described for those audiences.

Orange may suit beginners, data scientists, and people learning data science in schools, universities, or professional training.

It suits enterprises developing and governing AI, especially organizations in regulated industries.

H2O.ai suits businesses, government entities, nonprofits, and academic institutions needing AI development and operations tools.