--- title: "databend vs lakeFS" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/databendlabs-databend-vs-treeverse-lakefs" tools: ["databendlabs-databend", "treeverse-lakefs"] --- # databend vs lakeFS *GraphCanon updated Aug 21, 2026* ## 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. [databend](https://docs.databend.com) reports 9.4k GitHub stars, 891 forks, and 557 open issues, last pushed Aug 21, 2026. [lakeFS](https://docs.lakefs.io) has 5.5k stars, 472 forks, and 437 open issues, last pushed Aug 3, 2026. Figures are from public GitHub metadata via [databend's repository](https://github.com/databendlabs/databend) and [lakeFS's repository](https://github.com/treeverse/lakeFS). | | [databend](/tools/databendlabs-databend.md) | [lakeFS](/tools/treeverse-lakefs.md) | | --- | --- | --- | | Tagline | All-in-One Data Warehouse: Analytics, Search, AI, and Python Sandboxing Reimagined From Scratch. | Data version control for your data lake | | Stars | 9,420 | 5,480 | | Forks | 891 | 472 | | Open issues | 557 | 437 | | Language | Rust | Go | | Adopt for | Data Agent Ready Warehouse built in Rust for analytics, search, AI, and more within a unified architecture on top of your S3 storage. | lakeFS provides Git-like functionality for managing versions of data in a data lake, compatible with storage solutions like S3 and Azure. | | Persona | - | - | | Runtime | - | - | | License | Other | Apache-2.0 | | Categories | Data & Retrieval, Vector Databases | Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [databend](/tools/databendlabs-databend.md) | [lakeFS](/tools/treeverse-lakefs.md) | | --- | --- | --- | | Open issues (now) | 557 | 437 | | Stars delta | +31 (30d) | Unknown | | Open issues delta | +23 (30d) | Unknown | | Full report | [trust report](/tools/databendlabs-databend/trust.md) | [trust report](/tools/treeverse-lakefs/trust.md) | ## Decision facts: databend - **Adopt for:** Data Agent Ready Warehouse built in Rust for analytics, search, AI, and more within a unified architecture on top of your S3 storage. ## Decision facts: lakeFS - **Adopt for:** lakeFS provides Git-like functionality for managing versions of data in a data lake, compatible with storage solutions like S3 and Azure. ## Choose when ### 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. ### 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 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 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. ## 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](/tools/databendlabs-databend/alternatives) and [lakeFS alternatives](/tools/treeverse-lakefs/alternatives) ([databend markdown twin](/tools/databendlabs-databend/alternatives.md), [lakeFS markdown twin](/tools/treeverse-lakefs/alternatives.md)), 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](/compare/databendlabs-databend-vs-treeverse-lakefs.md) 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](/tools/databendlabs-databend/trust); [lakeFS trust report](/tools/treeverse-lakefs/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=databendlabs-databend`](/api/graphcanon/graph?tool=databendlabs-databend) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_