Comparison
trafilatura vs docetl
Verdict
Pick trafilatura if trafilatura is a Python and command-line tool for web crawling, scraping, and text extraction, supporting various output formats including CSV, JSON, HTML, MD, TXT, and XML; 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 · trafilatura alternatives · docetl alternatives
GraphCanon updated Sep 30, 2026
15views this month
Trust & integrity
| Signal | trafilatura | docetl |
|---|---|---|
| Maintenance | Very active (3d since push) As of Aug 18, 2026 · github_public_v1 | Active (9d since push) As of Sep 15, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Aug 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 15, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 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
- trafilatura
- Python tool for web text and metadata extraction
- docetl
- A system for agentic LLM-powered data processing and ETL
Stars
- trafilatura
- 6.7k
- docetl
- 4.1k
Forks
- trafilatura
- 415
- docetl
- 443
Open issues
- trafilatura
- 62
- docetl
- 45
Language
- trafilatura
- Python
- docetl
- Python
Adopt for
- trafilatura
- trafilatura is a Python and command-line tool for web crawling, scraping, and text extraction, supporting various output formats including CSV, JSON, HTML, MD, TXT, and XML.
- 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
- trafilatura
- -
- docetl
- -
Runtime
- trafilatura
- -
- docetl
- -
License
- trafilatura
- Apache-2.0
- docetl
- MIT
Last pushed
- trafilatura
- Aug 15, 2026
- docetl
- Sep 5, 2026
Categories
- trafilatura
- Data & Retrieval
- docetl
- AI Agents, Data & Retrieval
Trust and health
Maintenance
- trafilatura
- Very active (96%)
- docetl
- Active (82%)
Days since push
- trafilatura
- 3d
- docetl
- 9d
Open issues (now)
- trafilatura
- 62
- docetl
- 45
Stars delta
- trafilatura
- +343 (30d)
- docetl
- +131 (30d)
Open issues delta
- trafilatura
- -5 (30d)
- docetl
- +3 (30d)
Owner type
- trafilatura
- User
- docetl
- Organization
Full report
- trafilatura
- Trust report
- docetl
- Trust report
Choose trafilatura if…
- License: trafilatura is Apache-2.0, docetl is MIT.
- Tags unique to trafilatura: article-extractor, corpus-builder, crawler, html-to-markdown.
- When you need a tool that supports multiple output formats, including less common ones like TEI and XML, for detailed text and metadata extraction.
When NOT to use trafilatura
- When your project strictly requires a tool under the GPL license, as trafilatura is now distributed under the Apache 2.0 license.
- If your use case demands real-time scraping capabilities, as trafilatura focuses more on accuracy and quality of extracted content rather than speed.
Choose docetl if…
- License: docetl is MIT, trafilatura is Apache-2.0.
- Tags unique to docetl: agents, data, document-analysis, etl.
- Also covers AI Agents.
- docetl ships Docker support for self-hosted deployment.
- 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 (adbar/trafilatura) · observed Sep 20, 2026
- GitHub forks (adbar/trafilatura) · observed Sep 20, 2026
- Last push (adbar/trafilatura) · observed Aug 15, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 30, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ucbepic/docetl) · observed Sep 20, 2026
- GitHub forks (ucbepic/docetl) · observed Sep 20, 2026
- Last push (ucbepic/docetl) · observed Sep 5, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: trafilatura 6.7k · docetl 4.1k (synced Sep 20, 2026).
Common questions
- What is the difference between trafilatura and docetl?
- trafilatura: Python tool for web text and metadata extraction. 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 trafilatura over docetl?
- Choose trafilatura over docetl when License: trafilatura is Apache-2.0, docetl is MIT; Tags unique to trafilatura: article-extractor, corpus-builder, crawler, html-to-markdown; When you need a tool that supports multiple output formats, including less common ones like TEI and XML, for detailed text and metadata extraction.
- When should I choose docetl over trafilatura?
- Choose docetl over trafilatura when License: docetl is MIT, trafilatura is Apache-2.0; Tags unique to docetl: agents, data, document-analysis, etl; Also covers AI Agents; docetl ships Docker support for self-hosted deployment; When you require integration with any LLM provider through API keys like OPENAI_API_KEY.
- When should I avoid trafilatura?
- When your project strictly requires a tool under the GPL license, as trafilatura is now distributed under the Apache 2.0 license. If your use case demands real-time scraping capabilities, as trafilatura focuses more on accuracy and quality of extracted content rather than speed.
- 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 trafilatura or docetl more popular on GitHub?
- trafilatura has more GitHub stars (6,657 vs 4,092). Stars measure visibility, not whether either tool fits your constraints.
- Are trafilatura and docetl open source?
- Yes - both are open-source projects on GitHub (trafilatura: Apache-2.0, docetl: MIT).
- Where can I find alternatives to trafilatura or docetl?
- GraphCanon lists graph-backed alternatives at trafilatura alternatives and docetl alternatives (trafilatura 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, trafilatura or docetl?
- trafilatura: Very active. docetl: 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 trafilatura and docetl?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: trafilatura trust report; docetl trust report.