Paperspace Gradient vs SageMath
Paperspace Gradient
paperspace.comSageMath
sagemath.orgSide by side
| Figure | Paperspace Gradient | SageMath |
|---|---|---|
| Price from | $8/mo | Free |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | Yes | — |
| Web | Yes | Yes |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| API | Yes | — |
| Self-hosted | Yes | Yes |
| Plans published | 17 | 1 |
| Spec score · Coding Playgrounds | 9.1 (#10) | 8.3 (#40) |
| Free plan | Yes | Yes |
| Purpose | Gradient is a machine learning platform for developing, tracking, and collaborating on machine learning models. | SageMath is a free, open-source mathematics software system that aims to provide mathematicians, researchers, and students with tools for mathematical calculations. |
| Security | Paperspace describes centralized permissions and activity logs, and says its security team monitors threats around the clock. | The download page says BitTorrent downloads automatically verify the checksum to help protect against corrupt or malicious data. |
| Support | Paperspace lists free ticket-based support seven days a week and contract-based enterprise support with infrastructure assistance and customer success managers. | The project lists documentation, support and discussion groups, ask.sagemath.org, and Zulip chat as support resources. |
Plans
Paperspace Gradient
- Free (Individual)Free
- Pro (Individual)$8 a month
- Growth (Individual)$39 a month
- Free (Team)Free
- Pro (Team)$12 a month
- Growth (Team)$39 a month
- T0Free
- T1$12 a month
- FreeFree
- FreeFree
In their own words
Paperspace Gradient
Paperspace Gradient is a machine learning platform for building, tracking, and collaborating on models. Its browser-based IDE launches GPU-enabled Jupyter notebooks; teams can share projects, invite collaborators, and connect GitHub to manage code and compute resources. Notebook environments run in Docker containers. For deployment, Gradient serves models through API endpoints, with runtime, instance-type, and autoscaling choices. On-demand GPU and IPU instances are available, and paid instance utilization can cost extra beyond plan fees. Gradient supports major machine learning frameworks and libraries. Plans include free options and paid options listed from $8/mo; individual and team plans have different storage allowances, and notebook plans specify limits on notebooks and running sessions. Gradient is offered for beginners, ML/AI engineers, data scientists, researchers, teams, research groups, and startups. Paperspace also lists a Windows, macOS, and Linux beta desktop app, along with centralized permissions and activity logs.
SageMath
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.