Lightning AI Studios vs Python Tutor
Lightning AI Studios
lightning.ai
Python Tutor
pythontutor.comSide by side
| Figure | Lightning AI Studios | Python Tutor |
|---|---|---|
| Price from | $20/mo | Free |
| Free plan | Yes | Yes |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | Yes | — |
| macOS | Yes | — |
| Linux | Yes | — |
| API | Yes | — |
| Self-hosted | Yes | — |
| Plans published | 9 | 1 |
| Spec score · Coding Playgrounds | 9.3 (#6) | 7.5 (#99) |
| Founded | Lightning AI says founder William Falcon started the company in 2019 with Luis Capelo when it was called Grid.ai. | 2010 |
| Free plan | Yes | Yes |
| Intended users | The pricing page describes Free for students, researchers, and hobbyists; Pro for developers, researchers, and scientists; and Teams for research labs and small teams. | The site describes uses for students debugging coursework, teachers explaining concepts, and programmers preparing for interviews. |
| Purpose | AI Studio is a persistent, collaborative GPU cloud workspace for training models, running inference, building agents and AI apps, and coding together. | Python Tutor lets users write code in a web browser and see a step-by-step visualization as it runs. |
| Support | Lightning lists email, Discord, and Twitter as support channels, and a dedicated Slack channel for enterprise support. | The homepage links to a bug-report form and documentation on unsupported features. |
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.
Python Tutor
Python Tutor has no write-up on Specifiction yet; its figures are above.