Comparison
omnigraph vs docetl
Verdict
Pick omnigraph if omnigraph is a Rust-based Lakehouse-native graph engine that integrates Git-style workflows for managing knowledge graphs leveraging modern data technologies such as Apache Arrow and DataFusion; pick docetl if docetl is an agentic system that employs large language models for data processing and ETL operations, specifically suited to handle unstructured document analysis tasks.
Markdown twin · omnigraph alternatives · docetl alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | omnigraph | docetl |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Very active (0d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) 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
- omnigraph
- Lakehouse native graph engine with git-style workflows
- docetl
- A system for agentic LLM-powered data processing and ETL
Stars
- omnigraph
- 1.0k
- docetl
- 4.0k
Forks
- omnigraph
- 190
- docetl
- 421
Open issues
- omnigraph
- 17
- docetl
- 42
Language
- omnigraph
- Rust
- docetl
- Python
Adopt for
- omnigraph
- Omnigraph is a Rust-based Lakehouse-native graph engine that integrates Git-style workflows for managing knowledge graphs leveraging modern data technologies such as Apache Arrow and DataFusion.
- docetl
- Docetl is an agentic system that employs large language models for data processing and ETL operations, specifically suited to handle unstructured document analysis tasks.
Persona
- omnigraph
- -
- docetl
- -
Runtime
- omnigraph
- -
- docetl
- -
License
- omnigraph
- MIT
- docetl
- MIT
Last pushed
- omnigraph
- Aug 2, 2026
- docetl
- Aug 9, 2026
Categories
- omnigraph
- Data & Retrieval
- docetl
- AI Agents, Data & Retrieval
Trust and health
Open issues (now)
- omnigraph
- 17
- docetl
- 42
Full report
- omnigraph
- Trust report
- docetl
- Trust report
Choose omnigraph if…
- omnigraph is primarily Rust; docetl is Python.
- Tags unique to omnigraph: apache-arrow, context-graph, datafusion, graph-database.
- Use Omnigraph if your project involves complex knowledge graph management within a lakehouse architecture, as it offers native integration to facilitate efficient handling of large datasets.
When NOT to use omnigraph
- Avoid Omnigraph if you prefer or need a Java-based solution, as it might not align with the runtime requirements of your existing technology stack.
- Omnigraph may not be suitable for simple or small-scale graph projects that do not require advanced versioning and collaboration features akin to Git workflows.
Choose docetl if…
- docetl is primarily Python; omnigraph is Rust.
- Tags unique to docetl: agents, data, document-analysis, etl.
- Also covers AI Agents.
- When you require integration with any LLM provider through API keys like OPENAI_API_KEY.
When NOT to use docetl
- If your project strictly requires low-latency processing for real-time applications, as Docetl's agentic approach might introduce higher latency due to backend API calls.
- In scenarios where the document datasets are predominantly structured or semi-structured, making traditional ETL tools more efficient.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ModernRelay/omnigraph) · observed Aug 2, 2026
- GitHub forks (ModernRelay/omnigraph) · observed Aug 2, 2026
- Last push (ModernRelay/omnigraph) · observed Aug 2, 2026
- License file (MIT) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ucbepic/docetl) · observed Aug 10, 2026
- GitHub forks (ucbepic/docetl) · observed Aug 10, 2026
- Last push (ucbepic/docetl) · observed Aug 9, 2026
- License file (MIT) · observed Aug 10, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: omnigraph 1.0k · docetl 4.0k (synced Aug 2, 2026).
Common questions
- What is the difference between omnigraph and docetl?
- omnigraph: Lakehouse native graph engine with git-style workflows. docetl: A system for agentic LLM-powered data processing and ETL. See the comparison table for live GitHub stats and shared categories.
- When should I choose omnigraph over docetl?
- Choose omnigraph over docetl when omnigraph is primarily Rust; docetl is Python; Tags unique to omnigraph: apache-arrow, context-graph, datafusion, graph-database; Use Omnigraph if your project involves complex knowledge graph management within a lakehouse architecture, as it offers native integration to facilitate efficient handling of large datasets.
- When should I choose docetl over omnigraph?
- Choose docetl over omnigraph when docetl is primarily Python; omnigraph is Rust; Tags unique to docetl: agents, data, document-analysis, etl; Also covers AI Agents; When you require integration with any LLM provider through API keys like OPENAI_API_KEY.
- When should I avoid omnigraph?
- Avoid Omnigraph if you prefer or need a Java-based solution, as it might not align with the runtime requirements of your existing technology stack. Omnigraph may not be suitable for simple or small-scale graph projects that do not require advanced versioning and collaboration features akin to Git workflows.
- When should I avoid docetl?
- If your project strictly requires low-latency processing for real-time applications, as Docetl's agentic approach might introduce higher latency due to backend API calls. In scenarios where the document datasets are predominantly structured or semi-structured, making traditional ETL tools more efficient.
- Is omnigraph or docetl more popular on GitHub?
- docetl has more GitHub stars (3,961 vs 1,040). Stars measure visibility, not whether either tool fits your constraints.
- Are omnigraph and docetl open source?
- Yes - both are open-source projects on GitHub (omnigraph: MIT, docetl: MIT).
- Where can I find alternatives to omnigraph or docetl?
- GraphCanon lists graph-backed alternatives at omnigraph alternatives and docetl alternatives (omnigraph markdown twin, docetl 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, omnigraph or docetl?
- omnigraph: Very active. docetl: 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 omnigraph and docetl?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: omnigraph trust report; docetl trust report.