Comparison

conda 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.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
conda54
pip67
Score
Vioscale score
conda54 / 100medium · 71%
pip67 / 100medium · 69%
Pricing
Free tier
conda
pip
Model
Price level
condafree
pipfree
Transparent
conda
pip
Integrations
Count
conda
pip0
Adoption
Dependent repos
conda6,665
Github stars
conda7,493
Package downloads weekly
Activity
Commits last 30d
conda77
pip66
Release
Cadence days
conda17
pip
History
pip
License
Spdx
condaBSD
pipMIT
Language
Primary
condaPython

Capabilities

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

Core
Role
condaPackage manager client
pipPackage manager client
Ecosystem
Ecosystem / language
condaPolyglot
pipPython
Deployment
Deployment
condaCLI-local
pipCLI-local
Formats
Package formats supported
condaMany formats
pipSingle ecosystem
Hosting
Private / scoped packages
conda-
pip
Upstream proxy / caching
conda-
pip
Resolution
Lockfile / deterministic installs
conda
pip
Workspaces / monorepo
conda-
pip
Content-addressable store
conda-
pip
Supply chain
Supply-chain integrity
conda-
pip
Vulnerability / licence scanning
conda-
pip
Licensing
Openness
condaOpen-source
pipOpen-source
Pricing
Pricing model
condaFree / OSS
pipFree / OSS

What each one is

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

conda

A package and environment manager that handles applications and libraries in any programming language, running on all major operating systems and architectures. It forms the core of an open-source ecosystem designed to manage both Python and non-Python dependencies.

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.

conda

Open sourceFree tier

Free, open-source

as of verify ↗

pip

Leader
FreeFree tier
as of verify ↗

Platform & deployment

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

Platforms
macOS
conda
pip
Windows
conda
pip
Linux
conda
pip
CLI
conda
pip
Deployment
Self-hosted
conda
pip

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