GitHub Codespaces vs Paperspace Gradient
GitHub Codespaces
github.comPaperspace Gradient
paperspace.comSide by side
| Figure | GitHub Codespaces | Paperspace Gradient |
|---|---|---|
| Price from | $0.07/mo | $8/mo |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | — | Yes |
| Web | Yes | Yes |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| iOS | Yes | — |
| Android | Yes | — |
| API | Yes | Yes |
| Self-hosted | — | Yes |
| Plans published | 8 | 17 |
| Spec score · Coding Playgrounds | 8.9 (#14) | 9.1 (#10) |
| Free plan | Yes | Yes |
| Purpose | Codespaces provides configured cloud development environments hosted by GitHub. | Gradient is a machine learning platform for developing, tracking, and collaborating on machine learning models. |
| Self hosting | GitHub states that Codespaces cannot be self-hosted. | Enterprise Gradient can be hosted on private cloud, on-premises infrastructure, or private clusters and is marketed as running without limits. |
Plans
GitHub Codespaces
- 2-core compute$0.18 a month
- 4-core compute$0.36 a month
- 8-core compute$0.72 a month
- 16-core compute$1.44 a month
- 32-core compute$2.88 a month
- Codespaces storage$0.07 a month
- GitHub Codespaces personal included usageFree
- GitHub Codespaces pay-as-you-go$0.18 a month
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
GitHub Codespaces
GitHub Codespaces provides cloud development environments configured for a repository and hosted by GitHub. Repository dev container files can define a repeatable environment; users can start from a template or a branch or commit. Each codespace runs in a Docker container on a GitHub-hosted virtual machine, with machine choices from 2 cores, 8 GB RAM, and 32 GB storage to 32 cores, 128 GB RAM, and 128 GB storage. Connect through a browser, Visual Studio Code, or GitHub CLI from an internet-connected device, including an iPad. The Codespaces extension also connects a GitHub account to local Visual Studio Code. Each codespace has its own virtual machine and isolated network; connections use a TLS-encrypted tunnel and GitHub authentication, and forwarded ports are private by default. GitHub Free personal accounts include 120 compute hours and 15 GB-month of storage; Pro includes 180 hours and 20 GB-month. Usage is billed monthly, with 2-core compute at $0.18 a month and storage at $0.07 a month. Codespaces cannot be self-hosted and is unavailable for repositories owned by managed user accounts.
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.