# Go modules vs pip

**Leader by vioscaleAI score:** pip

| Attribute | Go modules | pip |
|---|---|---|
| **vioscaleAI score** | 52.7 (34% (low)) | 63.3 (65% (medium)) |
| activity.commits_last_30d | 100 | 26 |
| adoption.dependent_repos | 0 | 35,613 |
| adoption.github_stars | 139,180 | 10,293 |
| adoption.package_downloads_weekly | - | 102,236,751 |
| content.faq | `[{"answer":"Go is a free, open-source programming language created by Google that emphasizes fast compilation and straightforward syntax. It provides built-in concurrency support and a comprehensive standard library, making it well-suited for cloud-native applications, microservices, and backend development. It is indexed under Package Registries.","source":"https://go.dev","question":"What is Go modules?","confidence":0.6},{"answer":"Go modules is open source, so it can be self-hosted and used at no licence cost. It is released under the BSD-3-Clause licence. Pricing changes often, so verify at source before relying on it.","source":"https://go.dev","question":"Is Go modules free to use?","confidence":0.6},{"answer":"Go modules supports Windows, macOS, Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://go.dev","question":"What platforms does Go modules support?","confidence":0.6},{"answer":"Yes. Go modules can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://go.dev","question":"Can Go modules be self-hosted?","confidence":0.6},{"answer":"Yes. Go modules is published under the BSD-3-Clause licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/golang/go","question":"Is Go modules open source?","confidence":0.95},{"answer":"Go modules is available worldwide. The vendor is headquartered in the United States.","source":"https://go.dev","question":"Where is Go modules available?","confidence":0.75}]` | `[{"answer":"A package installer for Python that downloads and installs libraries and dependencies from the Python Package Index and other package repositories, enabling developers to manage project dependencies. It is indexed under Package Registries.","source":"https://pip.pypa.io","question":"What is pip?","confidence":0.6},{"answer":"pip offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://pip.pypa.io","question":"Is pip free?","confidence":0.6},{"answer":"pip supports a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://pip.pypa.io","question":"What platforms does pip support?","confidence":0.6},{"answer":"Yes. pip can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://pip.pypa.io","question":"Can pip be self-hosted?","confidence":0.6},{"answer":"Yes. pip is published under the MIT licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/pypa/pip","question":"Is pip open source?","confidence":0.95}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"self_hosted":true}` |
| description.long | A migration tool that converts Go packages from the Open Struct protobuf API implementation to the Opaque API implementation. | A centralized platform where Python developers publish libraries and tools for others to discover and use in their projects |
| features.capabilities | `{"role":"public_registry","ecosystem":"go","deployment":"cli_local","open_source":"oss","pricing_model":"free","upstream_proxy":true,"package_formats":"multi","private_packages":true,"lockfile_deterministic":true,"supply_chain_integrity":true}` | `{"role":"manager_client","ecosystem":"python","deployment":"cli_local","workspaces":false,"open_source":"oss","pricing_model":"free","upstream_proxy":true,"package_formats":"single","private_packages":true,"content_addressable":false,"vuln_license_scanning":false,"lockfile_deterministic":true,"supply_chain_integrity":false}` |
| integrations.count | - | 0 |
| language.primary | Go | Python |
| license.spdx | BSD-3-Clause | MIT |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"mac":true,"linux":true,"windows":true}` | `{"cli":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://go.dev","retrievedAt":"2026-08-14T08:36:54.378Z"}` | `{"type":"free","freeTier":true,"sourceUrl":"https://pip.pypa.io","retrievedAt":"2026-08-14T21:37:32.516Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | free |
| pricing.price_level | free | free |
| pricing.transparent | - | yes |
| reliability.status_page | yes | yes |
| security.disclosure_policy | yes | - |
| security.scorecard | 6.2 | 6.5 |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fgolang%2FGO&per_page=100","last_12m":0,"max_severity":null}` | `{"count":13,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=pip&per_page=100","last_12m":5,"max_severity":"HIGH"}` |

## Capabilities (Package Registries)

| Capability | Go modules | pip |
|---|:--:|:--:|
| **Core** |  |  |
| Role | Public registry | Package manager client |
| **Ecosystem** |  |  |
| Ecosystem / language | Go | Python |
| **Deployment** |  |  |
| Deployment | CLI-local | CLI-local |
| **Formats** |  |  |
| Package formats supported | Many formats | Single ecosystem |
| **Hosting** |  |  |
| Private / scoped packages | ✓ | ✓ |
| Upstream proxy / caching | ✓ | ✓ |
| **Resolution** |  |  |
| Lockfile / deterministic installs | ✓ | ✓ |
| Workspaces / monorepo | - | ✗ |
| Content-addressable store | - | ✗ |
| **Supply chain** |  |  |
| Supply-chain integrity | ✓ | ✗ |
| Vulnerability / licence scanning | - | ✗ |
| **Licensing** |  |  |
| Openness | Open-source | Open-source |
| **Pricing** |  |  |
| Pricing model | Free / OSS | Free / OSS |

*Source: vioscaleAI. Generated 2026-10-20T15:11:22.619Z. "-" = undocumented, not absent.*