Datalore vs SageMath

Datalore is a collaborative data science platform for exploring, analyzing, visualizing and sharing data. Its Jupyter-compatible notebooks provide coding assistance for Python, Kotlin, Scala and R, with native SQL cells that can transfer query results into pandas DataFrames. Teams can edit code together in real time and share notebooks with view or edit access. Notebooks can become data stories or static and interactive reports. Datalore AI can help write Python, SQL and R code, describe findings and fix errors. Database connections include Amazon Redshift, Azure SQL Database, MariaDB, MySQL, Oracle, PostgreSQL and Snowflake; AWS S3 and Google Cloud Storage buckets can be mounted as notebook folders. The free plan includes 120 CPU S machine hours and 10 GB of cloud storage. The Cloud plan costs $35 a month, billed monthly. On-Premises deployment runs on 64-bit Linux using Docker Compose or Kubernetes, but not on ARM, macOS or Windows hosts. JetBrains states that Datalore deployments are SOC 2 Type II certified and GDPR compliant.

SageMath is free, open-source mathematics software for calculations across algebra, calculus, number theory, cryptography, numerical computation, commutative algebra, group theory, combinatorics and graph theory. It is aimed at mathematicians, researchers and students, and the project identifies education and research as suitable uses. You can work in a browser notebook, at the command line or through a Python library; SageMath can also be embedded in LaTeX documents. It brings together packages including NumPy, SciPy, matplotlib, SymPy, Maxima, GAP, FLINT and R through a common Python-based language, interfaces or wrappers. The software runs on Linux, macOS, Windows, web and self-hosted setups. Windows users are directed to Windows Subsystem for Linux, while the download page points Linux users to installation alternatives because Linux binaries have been discontinued. macOS binaries and Docker images are also listed. SageMath is licensed under GPLv2+ and is listed at free, with installation on unlimited computers and permission to download and redistribute copies.