head to head · open source
OpenContracts vs beginner_de_project
OpenContracts has 1,484 GitHub stars, 189 forks, 11 open issues and last shipped yesterday. beginner_de_project has 594 stars, 205 forks, 9 open issues and last shipped 5 months ago. OpenContracts leads on adoption by 150% (1,484 vs 594 stars). OpenContracts is written in Python under MIT; beginner_de_project is written in HTML under MIT. OpenContracts has attracted 13% as many forks as stars, beginner_de_project 35%. OpenContracts was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (etl), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| OpenContracts | beginner_de_project | |
|---|---|---|
| GitHub stars | ★ 1.5K | ★ 594 |
| License | MIT | MIT |
| Written in | Python | HTML |
| Last push | 2026-09-19 | 2026-04-13 |
| Forks | ⑂ 189 | ⑂ 205 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick OpenContracts if
- You weight community size — 1.5K stars and counting
- You want the MIT license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick beginner_de_project if
- You want the beginner_de_project feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches HTML
- You evaluated both and beginner_de_project fits your workflow better
About OpenContracts
OpenContracts is an MIT licensed, self hosted document intelligence platform that turns a repository of documents into a programmable citation graph, built for builders and hackers who need a document management system for the agentic world as much as a place to store files.
read the full OpenContracts overview →
About beginner_de_project
Beginner DE Project Batch Edition is an MIT licensed teaching repository that stands up a complete batch data pipeline — Airflow orchestration, Postgres, DuckDB warehouse, Apache Spark, and MinIO storage — so that new data engineers can run a real end to end ETL workflow on a laptop or in a GitHub codespace.
read the full beginner_de_project overview →
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Frequently asked questions
Is OpenContracts or beginner_de_project more popular?
OpenContracts has 1,484 GitHub stars and beginner_de_project has 594. OpenContracts has the larger community by that measure.
Are OpenContracts and beginner_de_project free?
Both are open source. OpenContracts is licensed under MIT and beginner_de_project under MIT. Neither carries a licence fee.
What is the difference between OpenContracts and beginner_de_project?
OpenContracts is written in Python and beginner_de_project in HTML. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, OpenContracts or beginner_de_project?
Choose OpenContracts if you want the larger community (1,484 stars) or its MIT licence terms. Choose beginner_de_project if its feature set, stack or MIT licence fits better. Both are self-hostable.