Data as of Aug 16, 2026 · Based on 3,131,739 AI responses across 10,525 prompts · See how Parse measures this
CoCalc is a cloud-based collaborative computing platform for mathematics, science, and data analysis. It provides real-time collaboration on documents and projects via in-browser notebooks, terminals, and LaTeX editors, supporting languages and tools like SageMath, Python, R, Julia, and Octave. It is used by educators, students, and researchers to create, share, and reproduce computational work without local software installation, with billing for compute resources.
Sources
cocalc.io shapes more of what AI says about CoCalc than any other source, at 21% of its citations.
en.wikipedia.org · cocalc.com · parse.gl · youtube.com
The market map
Managed Collaborative Notebook Platforms →Where AI ranks CoCalc
Excerpts where CoCalc appeared in the AI's answer

CoCalc (Collaborative Calculation) : A fully managed, highly specialized Jupyter-compatible environment designed explicitly for multi-user, real-time collaboration.

CoCalc (Collaborative Calculation) — Best for academic, math-heavy, or multi-language team projects.