Comparison
conda vs envd
Verdict
Pick conda if conda is a versatile package and environment manager for Python, suitable for managing environments across different projects, including AI development; pick envd if envd is a tool for creating reproducible development environments using Docker, suitable for both human developers and AI agents.
Markdown twin · conda alternatives · envd alternatives
GraphCanon updated Sep 20, 2026
9views this month
Trust & integrity
| Signal | conda | envd |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Steady (55d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | Published findings As of Sep 18, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- conda
- A system-level, binary package and environment manager running on all major operating systems and platforms.
- envd
- Reproducible development environment for humans and agents
Stars
- conda
- 7.5k
- envd
- 2.2k
Forks
- conda
- 2.2k
- envd
- 168
Open issues
- conda
- 663
- envd
- 139
Language
- conda
- Python
- envd
- Go
Adopt for
- conda
- Conda is a versatile package and environment manager for Python, suitable for managing environments across different projects, including AI development.
- envd
- envd is a tool for creating reproducible development environments using Docker, suitable for both human developers and AI agents.
Persona
- conda
- -
- envd
- -
Runtime
- conda
- -
- envd
- -
License
- conda
- Other
- envd
- Apache-2.0
Last pushed
- conda
- Sep 18, 2026
- envd
- Jul 25, 2026
Categories
- conda
- Developer Tools
- envd
- Developer Tools
Trust and health
Maintenance
- conda
- Very active (96%)
- envd
- Steady (60%)
Days since push
- conda
- 0d
- envd
- 55d
Open issues (now)
- conda
- 663
- envd
- 139
Stars delta
- conda
- +29 (30d)
- envd
- +16 (30d)
Open issues delta
- conda
- -7 (30d)
- envd
- +2 (30d)
OSV dependency advisories
- conda
- No lockfile (source not queried)
- envd
- Published findings
Full report
- conda
- Trust report
- envd
- Trust report
Choose conda if…
- conda is primarily Python; envd is Go.
- License: conda is Other, envd is Apache-2.0.
- Tags unique to conda: conda, package-management, python.
- When you need a tool that can manage environments efficiently using hard links, making environments space efficient and quick to create.
When NOT to use conda
- If you are looking for a lightweight solution and do not need the extensive package management features, conda might be overkill.
- When your project strictly requires the latest versions of packages that are not yet available in the conda repositories, you might prefer pip for more immediate access to updates.
- If you are working in a highly restricted environment where the installation of large distributions like Anaconda is not allowed, conda might not be the best choice.
Choose envd if…
- envd is primarily Go; conda is Python.
- License: envd is Apache-2.0, conda is Other.
- Requirements: Requires Docker; Docker version 20.10.0 or above is required..
- Tags unique to envd: agent, buildkit, code-agent, codex.
- When you need a tool that supports both human developers and AI agents for creating reproducible development environments.
When NOT to use envd
- If your project does not require Docker or you are working with a version of Docker below 20.10.0.
- When you prefer a tool that does not involve bootstrapping or additional setup steps beyond installation.
- If you are looking for a tool that does not support or integrate with AI agents in the development environment.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (conda/conda) · observed Sep 20, 2026
- GitHub forks (conda/conda) · observed Sep 20, 2026
- Last push (conda/conda) · observed Sep 18, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (tensorchord/envd) · observed Sep 20, 2026
- GitHub forks (tensorchord/envd) · observed Sep 20, 2026
- Last push (tensorchord/envd) · observed Jul 25, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: conda 7.5k · envd 2.2k (synced Sep 20, 2026).
Common questions
- What is the difference between conda and envd?
- conda: A system-level, binary package and environment manager running on all major operating systems and platforms.. envd: Reproducible development environment for humans and agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose conda over envd?
- Choose conda over envd when conda is primarily Python; envd is Go; License: conda is Other, envd is Apache-2.0; Tags unique to conda: conda, package-management, python; When you need a tool that can manage environments efficiently using hard links, making environments space efficient and quick to create.
- When should I choose envd over conda?
- Choose envd over conda when envd is primarily Go; conda is Python; License: envd is Apache-2.0, conda is Other; Requirements: Requires Docker; Docker version 20.10.0 or above is required.; Tags unique to envd: agent, buildkit, code-agent, codex; When you need a tool that supports both human developers and AI agents for creating reproducible development environments.
- When should I avoid conda?
- If you are looking for a lightweight solution and do not need the extensive package management features, conda might be overkill. When your project strictly requires the latest versions of packages that are not yet available in the conda repositories, you might prefer pip for more immediate access to updates. If you are working in a highly restricted environment where the installation of large distributions like Anaconda is not allowed, conda might not be the best choice.
- When should I avoid envd?
- If your project does not require Docker or you are working with a version of Docker below 20.10.0. When you prefer a tool that does not involve bootstrapping or additional setup steps beyond installation. If you are looking for a tool that does not support or integrate with AI agents in the development environment.
- Is conda or envd more popular on GitHub?
- conda has more GitHub stars (7,507 vs 2,230). Stars measure visibility, not whether either tool fits your constraints.
- Are conda and envd open source?
- Yes - both are open-source projects on GitHub (conda: Other, envd: Apache-2.0).
- Where can I find alternatives to conda or envd?
- GraphCanon lists graph-backed alternatives at conda alternatives and envd alternatives (conda markdown twin, envd markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, conda or envd?
- conda: Very active. envd: Steady. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for conda and envd?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: conda trust report; envd trust report.