GitLab Package Registry vs Weights & Biases
GitLab Package Registry
docs.gitlab.com
Weights & Biases
wandb.aiSide by side
| Figure | GitLab Package Registry | Weights & Biases |
|---|---|---|
| Price from | $2.42/mo | $60/mo |
| Free plan | Yes | Yes |
| Free trial | Yes | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | Yes | Yes |
| iOS | — | Yes |
| Android | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 3 | 5 |
| Spec score · Model registries | 8.7 (#6) | 9.5 (#3) |
| Founded | 2011 | LinkedIn lists the company as founded in 2017. |
| Headquarters | No physical headquarters; GitLab is all-remote | San Francisco, California, United States |
| Support | The Premium plan includes Priority Support; GitLab states paid-plan support is 24/7 for Emergency severity and 24/5 for other impact levels. | Support tiers are Standard, Standard Plus and Premium; Premium adds 24/7 coverage, faster response targets, roadmap sessions and engineering access. |
Plans
GitLab Package Registry
- FreeFree
- Premium$29 a year
- UltimatePriced on request
Weights & Biases
- FreeFree
- PersonalFree
- Pro$60 a month
- Advanced EnterprisePriced on request
- EnterprisePriced on request
In their own words
GitLab Package Registry
GitLab Package Registry lets projects publish packages for downstream projects to use as dependencies. It can be private or public for supported package managers and is available on GitLab.com, GitLab Self-Managed, and GitLab Dedicated within Free, Premium, and Ultimate. Generally available formats include Generic packages, Helm, Maven, npm, NuGet, and PyPI; Composer and Conan are beta, while Debian, Go, and Ruby gems are experiments. Conda, CRAN, RPM, and Swift are not supported. A project can host multiple package types, including packages built from a monorepo. GitLab CI/CD can build or import packages, with jobs authenticating through CI_JOB_TOKEN, and the registry can be administered through an API. Project roles govern access; protection rules can restrict pushes or deletions for supported formats. Publication and deletion audit events are available when enabled, but require Premium or Ultimate. The dependency proxy is a beta feature on those paid tiers. GitLab is all-remote and has no physical headquarters.
Weights & Biases
Weights & Biases has no write-up on Specifiction yet; its figures are above.