Comparison

Go modules vs pip

On the evidence we track, pip leads this comparison with a composite score of 67/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Go modules full profile →pip full profile →

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Go modules55

★pip67

Attribute comparison across 2 tools
Attribute	Go modules	pipLeader
Vioscale score	55 / 100low · 35%	67 / 100medium · 69%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	open_source	free
Price levelpricing.price_level	free	free
Transparentpricing.transparent	-	✓
Integrations
Countintegrations.count	-	0
Security
Scorecardsecurity.scorecard	6.2	6.6
Vulnerabilitiessecurity.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	Count: 12 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=pip&per_page=100 · Last 12m: 5 · Max severity: HIGH
Reliability
Status pagereliability.status_page	✓	-
Adoption
Dependent reposadoption.dependent_repos	0	35,613
Github starsadoption.github_stars	136,465	10,270
Package downloads weeklyadoption.package_downloads_weekly	-	144,066,753
Activity
Commits last 30dactivity.commits_last_30d	100	66
License
Spdxlicense.spdx	BSD-3-Clause	MIT
Language
Primarylanguage.primary	Go	Python
Market
Availabilitymarket.availability	Available worldwide · HQ US	-

Score

Vioscale score

Go modules55 / 100low · 35%

pip67 / 100medium · 69%

Pricing

Free tier

Go modules✓

pip✓

Model

Go modulesopen_source

pipfree

Price level

Go modulesfree

pipfree

Transparent

Go modules–

pip✓

Integrations

Count

Go modules–

pip0

Security

Scorecard

Go modules6.2

pip6.6

Vulnerabilities

Go modulesCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=conda&package_name=go-nocgo_linux-64&per_page=100 · Last 12m: 0

pipCount: 12 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=pip&per_page=100 · Last 12m: 5 · Max severity: HIGH

Reliability

Status page

Go modules✓

pip–

Adoption

Dependent repos

Go modules0

pip35,613

Github stars

Go modules136,465

pip10,270

Package downloads weekly

Go modules–

pip144,066,753

Activity

Commits last 30d

Go modules100

pip66

License

Spdx

Go modulesBSD-3-Clause

pipMIT

Language

Primary

Go modulesGo

pipPython

Market

Availability

Go modulesAvailable worldwide · HQ US

pip–

Capabilities

Feature-by-feature on the axes that matter for package registries. “-” means undocumented, not absent.

Capability comparison for 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

Core

Role

Go modulesPublic registry

pipPackage manager client

Ecosystem

Ecosystem / language

Go modulesGo

pipPython

Deployment

Go modulesCLI-local

pipCLI-local

Formats

Package formats supported

Go modulesMany formats

pipSingle ecosystem

Hosting

Private / scoped packages

Go modules✓

pip✓

Upstream proxy / caching

Go modules✓

pip✓

Resolution

Lockfile / deterministic installs

Go modules✓

pip✓

Workspaces / monorepo

Go modules-

pip✗

Content-addressable store

Go modules-

pip✗

Supply chain

Supply-chain integrity

Go modules✓

pip✗

Vulnerability / licence scanning

Go modules-

pip✗

Licensing

Openness

Go modulesOpen-source

pipOpen-source

Pricing

Pricing model

Go modulesFree / OSS

pipFree / OSS

What each one is

The product in its own terms, so the numbers below have context.

Go modules

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.

Independently observed

pip

Leader

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.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Go modules

Open sourceFree tier

as of 2026-08-14verify ↗

pip

Leader

FreeFree tier

as of 2026-08-14verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	Go modules	pip
macOSPlatforms	✓	✗
WindowsPlatforms	✓	✗
LinuxPlatforms	✓	✗
CLIPlatforms	✓	✓
Cloud / SaaSDeployment	✓	✗
Self-hostedDeployment	✓	✓

Platforms

macOS

Go modules✓

pip✗

Windows

Go modules✓

pip✗

Linux

Go modules✓

pip✗

CLI

Go modules✓

pip✓

Deployment

Cloud / SaaS

Go modules✓

pip✗

Self-hosted

Go modules✓

pip✓

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.