JuliaHub vs Paperspace Gradient
JuliaHub
juliahub.comPaperspace Gradient
paperspace.comSide by side
| Figure | JuliaHub | Paperspace Gradient |
|---|---|---|
| Price from | — | $8/mo |
| Free plan | — | Yes |
| Free trial | — | — |
| Open source | — | Yes |
| Web | Yes | Yes |
| Windows | Yes | Yes |
| macOS | — | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 3 | 17 |
| Spec score · Coding Playgrounds | 7.8 (#75) | 9.1 (#10) |
| Compute | CloudStation offers configurable CPU, memory, and GPU resources for parallel computing, with the product page describing scaling to hundreds of nodes. | The platform offers on-demand GPU and IPU instances, with per-second instance pricing described on its product page. |
| Deployment options | full_stack | full_stack |
| Notebooks | Pluto notebooks run in the cloud and provide reactive cells, web components, and GUI elements bound to Julia variables. | Notebooks provide a browser-based Jupyter IDE with persistent shared storage and accelerated CPU, GPU, or multi-GPU machines. |
| Private projects | Yes | Yes |
| Purpose | JuliaHub is a cloud platform for Julia development, high-performance computing, reproducible workflows, and scalable scientific AI applications. | Gradient is a machine learning platform for developing, tracking, and collaborating on machine learning models. |
| 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. | Paperspace describes centralized permissions and activity logs, and says its security team monitors threats around the clock. |
| Support | JuliaHub offers enterprise support from its developers, engineers, and data scientists to help customers build solutions. | Paperspace lists free ticket-based support seven days a week and contract-based enterprise support with infrastructure assistance and customer success managers. |
Plans
JuliaHub
- Enterprise subscriptionPriced on request
- Standard subscriptionPriced on request
- Team subscriptionPriced on request
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.