# Go modules vs pip

**Leader by Vioscale score:** pip

| Attribute | Go modules | pip |
|---|---|---|
| **Vioscale score** | 52.7 (35% (low)) | 65.6 (69% (medium)) |
| activity.commits_last_30d | 100 | 66 |
| adoption.dependent_repos | 0 | 35,613 |
| adoption.github_stars | 136,465 | 10,270 |
| adoption.package_downloads_weekly | - | 144,066,753 |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"self_hosted":true}` |
| description.long | 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. | 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. |
| 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 | `{"hqCountry":"US","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 | - |
| security.scorecard | 6.2 | 6.6 |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=conda&package_name=go-nocgo_linux-64&per_page=100","last_12m":0,"max_severity":null}` | `{"count":12,"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: Vioscale. Generated 2026-09-01T17:40:06.395Z. "-" = undocumented, not absent.*