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SPECIFICTION
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Astral vs Rattler

Astral

astral.sh

Rattler

prefix.dev

Side by side

FigureAstralRattler
Price fromFree—
Free planYes—
Free trial——
Open source——
Web—Yes
WindowsYesYes
macOSYesYes
LinuxYesYes
API—Yes
Plans published10
Spec score · Python Package Managers8.1 (#5)7.2 (#25)
Integrationsuv documentation lists integrations for Docker, Jupyter, marimo, GitHub Actions, GitLab CI/CD, pre-commit, PyTorch, FastAPI, Bazel, artifact registries, Renovate, Dependabot, AWS Lambda and Coiled.Rattler is used by Pixi, rattler-build, and the prefix.dev backend.
Open sourceAstral says its tools are open source and permissively licensed.Rattler’s public GitHub repository describes it as Rust crates for the Conda ecosystem and lists a BSD-3-Clause license.
SupportAstral's documentation directs users to join its Discord community for support.The maintainers direct users with questions to their Discord community.

Plans

Astral

  • Open-source Astral toolsFree

Astral pricing →

Rattler

No plans published.

Rattler pricing →

In their own words

Astral

Astral makes open-source tools for Python development, including Ruff, a linter, and uv, a package and project manager. Both are written in Rust. uv brings together project management, a universal lockfile, script execution, Python version management, tool installation, workspaces and a pip-compatible interface. Astral describes that interface as providing a 10–100x speedup over pip. uv supports macOS, Linux and Windows. Its documented integrations include Docker, Jupyter, marimo, GitHub Actions, GitLab CI/CD, pre-commit, PyTorch, FastAPI, Bazel, artifact registries, Renovate, Dependabot, AWS Lambda and Coiled. Astral says its tools are permissively licensed and free forever. It describes security controls for workflows and releases, including read-only default workflow permissions, full-length commit-SHA pinning, Trusted Publishing, Sigstore attestations and immutable GitHub releases. Documentation directs users to its Discord community for support. The separate pyx package registry offers optimized installs and other package-management features, but is no longer accepting new signups. Astral has announced an agreement to join OpenAI as part of the Codex team.

Visit astral.sh

Rattler

Rattler has no write-up on Specifiction yet; its figures are above.

Visit prefix.dev