conda vs pip

conda—Visit Ppip—Visit

conda #4 in Python Package Managers —/10 Free plan Free plan✓ 1 of 5 features Visit conda

vs

P pip #5 in Python Package Managers —/10 Free plan Free plan✓ 1 of 5 features Visit pip

• conda fits best

  Cross-platform Conda package management

• pip fits best

  Standard PyPI installation and dependency workflows

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Side by side

Feature	conda —/10 Visit ↗	Ppip —/10 Visit ↗
At a glance
Editor score	—	—
Ranking	#4 in Python Package Managers	#5 in Python Package Managers
Best for	Cross-platform Conda package management	Standard PyPI installation and dependency workflows
Pricing model	Free	Free
Starting price	Not published	Not published
Free plan	✓	✓
Free trial	—	—
Deployment	Self-hosted	Self-hosted
Platforms	Windows, macOS, Linux	Windows, macOS, Linux
Support	Community, Docs	Community, Docs
Built for	Solo, Small business, Mid-market, Enterprise	Solo, Small business, Mid-market, Enterprise
Features conda 1/5 · pip 1/5
Lockfile support	✓	✓
Environment management	Not published	Not published
Package publishing	Not published	Not published
Private registry	Not published	Not published
Dependency groups	Not published	Not published
Specs
Supported platforms	Not published	Not published
Our review
Pros	Resolves dependencies and platform requirements Creates isolated environments with cloning and rollback Supports native lockfiles, private channels, and offline installation	Installs packages from PyPI, private indexes, VCS URLs, and local projects Resolves dependencies and supports requirements and constraints files Supports caching, private-index authentication, and offline wheelhouses
Cons	Uses .conda and .tar.bz2 package formats Channel configuration adds an administrative decision Bundled distributions and repositories may have separate terms	The pylock.toml lock command is experimental Supported runtimes are CPython 3.10–3.15 and latest PyPy3 Its workflow is centered on command-line package installation
Our verdict	Conda is an open-source, cross-platform, language-agnostic binary package and environment manager. It installs and removes packages, resolves dependencies and platform requirements, and creates isolated environments for Python and other… Read the review →	pip is an open-source command-line package installer for Python projects that need to obtain, resolve, and install dependencies. It fits teams working with PyPI, private package indexes, version-control systems, local project directories,… Read the review →

Strengths and trade-offs

• conda — where it wins

  • Resolves dependencies and platform requirements
  • Creates isolated environments with cloning and rollback
  • Supports native lockfiles, private channels, and offline installation

  Where it doesn't

  • Uses .conda and .tar.bz2 package formats
  • Channel configuration adds an administrative decision
  • Bundled distributions and repositories may have separate terms

• pip — where it wins

  • Installs packages from PyPI, private indexes, VCS URLs, and local projects
  • Resolves dependencies and supports requirements and constraints files
  • Supports caching, private-index authentication, and offline wheelhouses

  Where it doesn't

  • The pylock.toml lock command is experimental
  • Supported runtimes are CPython 3.10–3.15 and latest PyPy3
  • Its workflow is centered on command-line package installation

• conda—/10 · Free plan

  An open-source manager for binary packages, dependencies, and isolated environments.

  Visit condaFull verdict →
• Ppip—/10 · Free plan

  A capable open-source choice for standard PyPI installs and dependency workflows.

  Visit pipFull verdict →