Lightning AI Studios vs SageMath
Lightning AI Studios
lightning.aiSageMath
sagemath.orgSide by side
| Figure | Lightning AI Studios | SageMath |
|---|---|---|
| Price from | $20/mo | Free |
| Free plan | Yes | Yes |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| API | Yes | — |
| Self-hosted | Yes | Yes |
| Plans published | 9 | 1 |
| Spec score · Coding Playgrounds | 9.3 (#6) | 8.3 (#40) |
| Free plan | Yes | Yes |
| Integrations | The Studio documentation describes connecting S3 buckets and EFS volumes through Lightning Drive and importing models from Hugging Face and GitHub. | SageMath combines open-source packages including NumPy, SciPy, matplotlib, SymPy, Maxima, GAP, FLINT, and R through a common Python-based language or interfaces and wrappers. |
| Purpose | AI Studio is a persistent, collaborative GPU cloud workspace for training models, running inference, building agents and AI apps, and coding together. | SageMath is a free, open-source mathematics software system that aims to provide mathematicians, researchers, and students with tools for mathematical calculations. |
| Security | Lightning says it is SOC 2 compliant for AWS and GCP clouds in all regions. | The download page says BitTorrent downloads automatically verify the checksum to help protect against corrupt or malicious data. |
| Support | Lightning lists email, Discord, and Twitter as support channels, and a dedicated Slack channel for enterprise support. | The project lists documentation, support and discussion groups, ask.sagemath.org, and Zulip chat as support resources. |
Plans
Lightning AI Studios
- FreeFree
- FreeFree
- Pro$20 a month
- Pro (annual)$20 a month
- Pro (monthly)$50 a month
- Teams$119 a month
- Teams (annual)$119 a month
- Teams (monthly)$140 a month
- EnterprisePriced on request
In their own words
Lightning AI Studios
Lightning AI Studios is a cloud workspace for training models, running inference, building agents and AI apps, and coding collaboratively. Its persistent environments save installed packages, custom Python versions, and downloaded files. Studios offer browser-accessible VS Code and JupyterLab, plus AI copilots for AI and machine-learning work, including CUDA and PyTorch debugging. Teams can collaborate in real time on private projects, use a full-stack runtime, and deploy full-stack applications. Users can connect S3 buckets and EFS volumes through Lightning Drive, import models from Hugging Face and GitHub, or connect local IDEs such as VS Code, Cursor, and PyCharm over SSH. An SDK supports workflow automation. The Free plan is free and includes one active Studio, 50 GB persistent storage, and up to two concurrent GPUs; that Studio requires a restart every four hours. Pro and Teams plans have higher storage and GPU limits. Enterprise offers deployment in a customer VPC using AWS or GCP cloud credits.
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.