Paperspace Gradient vs RenkuLab
Paperspace Gradient
paperspace.comRenkuLab
renkulab.ioSide by side
| Figure | Paperspace Gradient | RenkuLab |
|---|---|---|
| Price from | $8/mo | Free |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | Yes | — |
| Web | Yes | Yes |
| Windows | Yes | — |
| macOS | Yes | — |
| Linux | Yes | Yes |
| API | Yes | — |
| Self-hosted | Yes | Yes |
| Plans published | 17 | 1 |
| Spec score · Coding Playgrounds | 9.1 (#10) | 7.9 (#70) |
| Deployment options | full_stack | full_stack |
| Free plan | Yes | Yes |
| Intended users | The pricing page describes plans for beginners and individual ML/AI engineers, data scientists, researchers, teams, research groups, and startups. | Renku is described as a platform for collaborative data science developed at the Swiss Data Science Center for researchers building projects from data, code, and compute resources. |
| Private projects | Yes | Yes |
| Purpose | Gradient is a machine learning platform for developing, tracking, and collaborating on machine learning models. | Renku is a collaborative data science platform that brings together data, code, and compute resources from different sources. |
| Support | Paperspace lists free ticket-based support seven days a week and contract-based enterprise support with infrastructure assistance and customer success managers. | The Renku documentation links users to a community forum and lists [email protected] as an email contact. |
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.