Comparison
databend vs lakeFS
Verdict
Pick databend if data Agent Ready Warehouse built in Rust for analytics, search, AI, and more within a unified architecture on top of your S3 storage; pick lakeFS if lakeFS provides Git-like functionality for managing versions of data in a data lake, compatible with storage solutions like S3 and Azure.
Markdown twin · databend alternatives · lakeFS alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | databend | lakeFS |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (0d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings As of 1mo · 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
- databend
- All-in-One Data Warehouse: Analytics, Search, AI, and Python Sandboxing Reimagined From Scratch.
- lakeFS
- Data version control for your data lake
Stars
- databend
- 9.4k
- lakeFS
- 5.5k
Forks
- databend
- 891
- lakeFS
- 472
Open issues
- databend
- 557
- lakeFS
- 437
Language
- databend
- Rust
- lakeFS
- Go
Adopt for
- databend
- Data Agent Ready Warehouse built in Rust for analytics, search, AI, and more within a unified architecture on top of your S3 storage.
- lakeFS
- lakeFS provides Git-like functionality for managing versions of data in a data lake, compatible with storage solutions like S3 and Azure.
Persona
- databend
- -
- lakeFS
- -
Runtime
- databend
- -
- lakeFS
- -
License
- databend
- Other
- lakeFS
- Apache-2.0
Last pushed
- databend
- Aug 21, 2026
- lakeFS
- Aug 3, 2026
Categories
- databend
- Data & Retrieval, Vector Databases
- lakeFS
- Data & Retrieval
Trust and health
Open issues (now)
- databend
- 557
- lakeFS
- 437
Stars delta
- databend
- +31 (30d)
- lakeFS
- Unknown
Open issues delta
- databend
- +23 (30d)
- lakeFS
- Unknown
OSV dependency advisories
- databend
- No lockfile (source not queried)
- lakeFS
- Published findings
Full report
- databend
- Trust report
- lakeFS
- Trust report
Choose databend if…
- databend is primarily Rust; lakeFS is Go.
- License: databend is Other, lakeFS is Apache-2.0.
- Tags unique to databend: ai, bigdata, cloud-native, database.
- Also covers Vector Databases.
- - When you need a unified data platform that can handle analytics, search, and AI all from one interface, with support for vector database functions.
When NOT to use databend
- - When specific integration requirements are outside of S3 support, as Databend focuses on this particular ecosystem.
- - For organizations that cannot or prefer not to use technologies built in Rust due to team expertise or existing tech stack conflicts.
- - If your primary need is for a solution that heavily integrates with Elasticsearch given the competitive landscape and features it offers.
Choose lakeFS if…
- lakeFS is primarily Go; databend is Rust.
- License: lakeFS is Apache-2.0, databend is Other.
- Tags unique to lakeFS: apache-spark, aws-s3, azure-blob-storage, data-engineering.
- lakeFS ships Docker support for self-hosted deployment.
- When you need version control for large-scale datasets stored in a data lake, similar to how codebases are managed with Git.
When NOT to use lakeFS
- If your use case involves managing small files or datasets that do not benefit from a Git-like history for data changes due to overhead.
- For situations where compliance requirements preclude open-source solutions or those under the Apache 2.0 license, as lakeFS may not meet these specific needs.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (databendlabs/databend) · observed Aug 21, 2026
- GitHub forks (databendlabs/databend) · observed Aug 21, 2026
- Last push (databendlabs/databend) · observed Aug 21, 2026
- License file (Other) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (treeverse/lakeFS) · observed Aug 3, 2026
- GitHub forks (treeverse/lakeFS) · observed Aug 3, 2026
- Last push (treeverse/lakeFS) · observed Aug 3, 2026
- License file (Apache-2.0) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: databend 9.4k · lakeFS 5.5k (synced Aug 21, 2026).
Common questions
- What is the difference between databend and lakeFS?
- databend: All-in-One Data Warehouse: Analytics, Search, AI, and Python Sandboxing Reimagined From Scratch.. lakeFS: Data version control for your data lake. See the comparison table for live GitHub stats and shared categories.
- When should I choose databend over lakeFS?
- Choose databend over lakeFS when databend is primarily Rust; lakeFS is Go; License: databend is Other, lakeFS is Apache-2.0; Tags unique to databend: ai, bigdata, cloud-native, database; Also covers Vector Databases; - When you need a unified data platform that can handle analytics, search, and AI all from one interface, with support for vector database functions.
- When should I choose lakeFS over databend?
- Choose lakeFS over databend when lakeFS is primarily Go; databend is Rust; License: lakeFS is Apache-2.0, databend is Other; Tags unique to lakeFS: apache-spark, aws-s3, azure-blob-storage, data-engineering; lakeFS ships Docker support for self-hosted deployment; When you need version control for large-scale datasets stored in a data lake, similar to how codebases are managed with Git.
- When should I avoid databend?
- - When specific integration requirements are outside of S3 support, as Databend focuses on this particular ecosystem. - For organizations that cannot or prefer not to use technologies built in Rust due to team expertise or existing tech stack conflicts. - If your primary need is for a solution that heavily integrates with Elasticsearch given the competitive landscape and features it offers.
- When should I avoid lakeFS?
- If your use case involves managing small files or datasets that do not benefit from a Git-like history for data changes due to overhead. For situations where compliance requirements preclude open-source solutions or those under the Apache 2.0 license, as lakeFS may not meet these specific needs.
- Is databend or lakeFS more popular on GitHub?
- databend has more GitHub stars (9,420 vs 5,480). Stars measure visibility, not whether either tool fits your constraints.
- Are databend and lakeFS open source?
- Yes - both are open-source projects on GitHub (databend: Other, lakeFS: Apache-2.0).
- Where can I find alternatives to databend or lakeFS?
- GraphCanon lists graph-backed alternatives at databend alternatives and lakeFS alternatives (databend markdown twin, lakeFS 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, databend or lakeFS?
- databend: Very active. lakeFS: Very active. 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 databend and lakeFS?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: databend trust report; lakeFS trust report.