--- title: "juicefs vs lakeFS" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/juicedata-juicefs-vs-treeverse-lakefs" tools: ["juicedata-juicefs", "treeverse-lakefs"] --- # juicefs vs lakeFS *GraphCanon updated Aug 3, 2026* ## Verdict Pick juicefs if distributed POSIX file system leveraging Redis and S3 for metadata and data blocks; 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. [juicefs](https://juicefs.com) reports 14k GitHub stars, 1.3k forks, and 177 open issues, last pushed Aug 3, 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 [juicefs's repository](https://github.com/juicedata/juicefs) and [lakeFS's repository](https://github.com/treeverse/lakeFS). | | [juicefs](/tools/juicedata-juicefs.md) | [lakeFS](/tools/treeverse-lakefs.md) | | --- | --- | --- | | Tagline | Distributed POSIX file system built on Redis and S3 | Data version control for your data lake | | Stars | 14,263 | 5,480 | | Forks | 1,263 | 472 | | Open issues | 177 | 437 | | Language | Go | Go | | Adopt for | Distributed POSIX file system leveraging Redis and S3 for metadata and data blocks. | 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 | Apache-2.0 | Apache-2.0 | | Categories | Data & Retrieval, Model Training | Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [juicefs](/tools/juicedata-juicefs.md) | [lakeFS](/tools/treeverse-lakefs.md) | | --- | --- | --- | | Open issues (now) | 177 | 437 | | Full report | [trust report](/tools/juicedata-juicefs/trust.md) | [trust report](/tools/treeverse-lakefs/trust.md) | ## Decision facts: juicefs - **Adopt for:** Distributed POSIX file system leveraging Redis and S3 for metadata and data blocks. ## 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 juicefs if… - Tags unique to juicefs: bigdata, cloud-native, distributed-systems, filesystem. - Also covers Model Training. - Require low-latency access to large-scale data sets with object storage backing, such as S3 ### Choose lakeFS if… - 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 juicefs - Seeking a file system solution without the need for a separate metadata management tier like Redis - Environment lacks suitable object storage compatible with JuiceFS or needs lower-latency metadata operations ## 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 juicefs and lakeFS? juicefs: Distributed POSIX file system built on Redis and S3. lakeFS: Data version control for your data lake. See the comparison table for live GitHub stats and shared categories. ### When should I choose juicefs over lakeFS? Choose juicefs over lakeFS when Tags unique to juicefs: bigdata, cloud-native, distributed-systems, filesystem; Also covers Model Training; Require low-latency access to large-scale data sets with object storage backing, such as S3. ### When should I choose lakeFS over juicefs? Choose lakeFS over juicefs when 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 juicefs? Seeking a file system solution without the need for a separate metadata management tier like Redis Environment lacks suitable object storage compatible with JuiceFS or needs lower-latency metadata operations ### 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 juicefs or lakeFS more popular on GitHub? juicefs has more GitHub stars (14,263 vs 5,480). Stars measure visibility, not whether either tool fits your constraints. ### Are juicefs and lakeFS open source? Yes - both are open-source projects on GitHub (juicefs: Apache-2.0, lakeFS: Apache-2.0). ### Where can I find alternatives to juicefs or lakeFS? GraphCanon lists graph-backed alternatives at [juicefs alternatives](/tools/juicedata-juicefs/alternatives) and [lakeFS alternatives](/tools/treeverse-lakefs/alternatives) ([juicefs markdown twin](/tools/juicedata-juicefs/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/juicedata-juicefs-vs-treeverse-lakefs.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, juicefs or lakeFS? juicefs: 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 juicefs and lakeFS? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [juicefs trust report](/tools/juicedata-juicefs/trust); [lakeFS trust report](/tools/treeverse-lakefs/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=juicedata-juicefs`](/api/graphcanon/graph?tool=juicedata-juicefs) - 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/_