Comparison

JFrog Artifactory vs pip

On the evidence we track, pip leads this comparison with a composite score of 63/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

JFrog Artifactory full profile →pip full profile →

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.

JFrog Artifactory36

★pip63

Attribute comparison across 2 tools
Attribute	JFrog Artifactory	pipLeader
vioscaleAI score	36 / 100medium · 66%	63 / 100medium · 65%
Pricing
Free tierpricing.free_tier	-	✓
Modelpricing.model	commercial	free
Price levelpricing.price_level	-	free
Transparentpricing.transparent	-	✓
Integrations
Countintegrations.count	100	0
Security
Certificationssecurity.certifications	Red Hat Partner Vulnerability Scanner Certification, Red Hat Certified OpenShift Operator, Red Hat Certified UBI Container Image	-
Disclosure policysecurity.disclosure_policy	✓	-
Pcisecurity.pci	✓	-
Scorecardsecurity.scorecard	-	6.5
Trust centersecurity.trust_center	https://jfrog.com/blog/compliance-made-easy-with-jfrog-xray/	-
Vulnerabilitiessecurity.vulnerabilities	-	Count: 13 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=pip&per_page=100 · Last 12m: 5 · Max severity: HIGH
Reliability
Sla pctreliability.sla_pct	99.99	-
Status pagereliability.status_page	-	✓
Adoption
Dependent reposadoption.dependent_repos	-	35,613
Github starsadoption.github_stars	-	10,293
Package downloads weeklyadoption.package_downloads_weekly	-	102,236,751
Activity
Commits last 30dactivity.commits_last_30d	-	26
License
Spdxlicense.spdx	-	MIT
Language
Primarylanguage.primary	-	Python
Content
Faqcontent.faq	4 items	5 items

Score

vioscaleAI score

JFrog Artifactory36 / 100medium · 66%

pip63 / 100medium · 65%

Pricing

Free tier

JFrog Artifactory–

pip✓

Model

JFrog Artifactorycommercial

pipfree

Price level

JFrog Artifactory–

pipfree

Transparent

JFrog Artifactory–

pip✓

Integrations

Count

JFrog Artifactory100

pip0

Security

Certifications

JFrog ArtifactoryRed Hat Partner Vulnerability Scanner Certification, Red Hat Certified OpenShift Operator, Red Hat Certified UBI Container Image

pip–

Disclosure policy

JFrog Artifactory✓

pip–

Pci

JFrog Artifactory✓

pip–

Scorecard

JFrog Artifactory–

pip6.5

Trust center

JFrog Artifactoryhttps://jfrog.com/blog/compliance-made-easy-with-jfrog-xray/

pip–

Vulnerabilities

JFrog Artifactory–

pipCount: 13 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=pip&per_page=100 · Last 12m: 5 · Max severity: HIGH

Reliability

Sla pct

JFrog Artifactory99.99

pip–

Status page

JFrog Artifactory–

pip✓

Adoption

Dependent repos

JFrog Artifactory–

pip35,613

Github stars

JFrog Artifactory–

pip10,293

Package downloads weekly

JFrog Artifactory–

pip102,236,751

Activity

Commits last 30d

JFrog Artifactory–

pip26

License

Spdx

JFrog Artifactory–

pipMIT

Language

Primary

JFrog Artifactory–

pipPython

Content

Faq

JFrog Artifactory4 items

pip5 items

Capabilities

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

Capability comparison for Package Registries
Capability	JFrog Artifactory	pip
Core
Role	Private hosted registry	Package manager client
Ecosystem
Ecosystem / language	Polyglot	Python
Deployment
Deployment	SaaS	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	Closed	Open-source
Pricing
Pricing model	-	Free / OSS

Core

Role

JFrog ArtifactoryPrivate hosted registry

pipPackage manager client

Ecosystem

Ecosystem / language

JFrog ArtifactoryPolyglot

pipPython

Deployment

JFrog ArtifactorySaaS

pipCLI-local

Formats

Package formats supported

JFrog ArtifactoryMany formats

pipSingle ecosystem

Hosting

Private / scoped packages

JFrog Artifactory✓

pip✓

Upstream proxy / caching

JFrog Artifactory✓

pip✓

Resolution

Lockfile / deterministic installs

JFrog Artifactory-

pip✓

Workspaces / monorepo

JFrog Artifactory-

pip✗

Content-addressable store

JFrog Artifactory-

pip✗

Supply chain

Supply-chain integrity

JFrog Artifactory✓

pip✗

Vulnerability / licence scanning

JFrog Artifactory✓

pip✗

Licensing

Openness

JFrog ArtifactoryClosed

pipOpen-source

Pricing

Pricing model

JFrog Artifactory-

pipFree / OSS

What each one is

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

JFrog Artifactory

A repository management system that centralizes storage and distribution of software components, containers, packages, and AI models with integrated security controls and version management.

Independently observed

pip

Leader

A centralized platform where Python developers publish libraries and tools for others to discover and use in their projects

Independently observed

Pricing

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

JFrog Artifactory

Pricing not documented yet.

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	JFrog Artifactory	pip
WebPlatforms	✓	✗
CLIPlatforms	✗	✓
Cloud / SaaSDeployment	✓	✗
Self-hostedDeployment	✓	✓
HybridDeployment	✓	✗

Platforms

Web

JFrog Artifactory✓

pip✗

CLI

JFrog Artifactory✗

pip✓

Deployment

Cloud / SaaS

JFrog Artifactory✓

pip✗

Self-hosted

JFrog Artifactory✓

pip✓

Hybrid

JFrog Artifactory✓

pip✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

JFrog Artifactory

20 total

ServiceNow
GitHub
NVIDIA
Docker
Maven
Sonar
npm
PyPI
NuGet
Helm
Terraform
Ansible
Debian
RPM
Conan
OCI
Hugging Face
LDAP
SAML
Red Hat

Independently observed

pip

Leader

Not documented yet.

Still deciding?

JFrog Artifactory or pip: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

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