JuliaHub vs Lightning AI Studios
JuliaHub
juliahub.comLightning AI Studios
lightning.aiSide by side
| Figure | JuliaHub | Lightning AI Studios |
|---|---|---|
| Price from | — | $20/mo |
| Free plan | — | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | Yes | Yes |
| macOS | — | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 3 | 9 |
| Spec score · Coding Playgrounds | 7.8 (#75) | 9.3 (#6) |
| Deployment options | full_stack | full_stack |
| Full-stack runtime | Yes | Yes |
| Integrations | JuliaHub documents integrations with VS Code and Git providers including GitHub, GitLab, and Bitbucket; its product page also lists Quarto and GitLens features. | The Studio documentation describes connecting S3 buckets and EFS volumes through Lightning Drive and importing models from Hugging Face and GitHub. |
| Private projects | Yes | Yes |
| Purpose | JuliaHub is a cloud platform for Julia development, high-performance computing, reproducible workflows, and scalable scientific AI applications. | AI Studio is a persistent, collaborative GPU cloud workspace for training models, running inference, building agents and AI apps, and coding together. |
| Real-time collaboration | Yes | Yes |
| Security | JuliaHub's trust portal lists CCPA, GDPR, SOC 2, and SOC 3 materials, including a featured SOC 3 report; access to some documentation can be requested. | Lightning says it is SOC 2 compliant for AWS and GCP clouds in all regions. |
| Sharing controls | access_control | access_control |
| Support | JuliaHub offers enterprise support from its developers, engineers, and data scientists to help customers build solutions. | Lightning lists email, Discord, and Twitter as support channels, and a dedicated Slack channel for enterprise support. |
Plans
JuliaHub
- Enterprise subscriptionPriced on request
- Standard subscriptionPriced on request
- Team subscriptionPriced on request
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.