head to head · open source
duckdb vs digital-marketing-pro
duckdb has 42,747 GitHub stars, 4,176 forks, 858 open issues and last shipped yesterday. digital-marketing-pro has 922 stars, 148 forks, 2 open issues and last shipped 5 days ago. duckdb leads on adoption by 4,536% (42,747 vs 922 stars). duckdb is written in C++ under MIT; digital-marketing-pro is written in Python under MIT. duckdb has attracted 10% as many forks as stars, digital-marketing-pro 16%. duckdb was the more recently maintained of the two, and both are self-hostable with no licence fee.
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
| duckdb | digital-marketing-pro | |
|---|---|---|
| GitHub stars | ★ 43K | ★ 922 |
| License | MIT | MIT |
| Written in | C++ | Python |
| Last push | 2026-11-02 | 2026-10-29 |
| Forks | ⑂ 4.2K | ⑂ 148 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick duckdb if
- You weight community size — 43K stars and counting
- You want the MIT license terms
- Your stack matches C++
- You value the larger contributor base for long-term maintenance
pick digital-marketing-pro if
- You want the digital-marketing-pro feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and digital-marketing-pro fits your workflow better
About duckdb
DuckDB DuckDB is a high performance analytical database system. It is designed to be fast, reliable, portable, and easy to use. DuckDB provides a rich SQL dialect with support far beyond basic SQL. DuckDB supports arbitrary and nested correlated subqueries, window functions, collations, complex types (arrays, structs, maps), and several extensions designed to make SQL easier to use. DuckDB is available as a standalone CLI application and has clients for Python, R, Java, Wasm, etc., with deep integrations with packages such as pandas and dplyr. For more information on using DuckDB, please refer to the DuckDB…
read the full duckdb overview →
About digital-marketing-pro
Digital Marketing Pro Your agency just signed a 50 brand client. The previous agency left no playbook. Three brands are bleeding budget, two have stale positioning, one is launching in a regulated jurisdiction next month. Where do you start? Run /digital marketing pro:engagement against each brand. Same 12 Part Strategy Flow, same Four Core Documents, same 61 step structure — auditable across the entire portfolio in 60 minutes per brand on Claude Opus class models (measured on Opus 4.8; Opus 5 is the current equivalent at the same price). No more inconsistent depth between brands. No more "what did the last…
read the full digital-marketing-pro overview →
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Frequently asked questions
Is duckdb or digital-marketing-pro more popular?
duckdb has 42,747 GitHub stars and digital-marketing-pro has 922. duckdb has the larger community by that measure.
Are duckdb and digital-marketing-pro free?
Both are open source. duckdb is licensed under MIT and digital-marketing-pro under MIT. Neither carries a licence fee.
What is the difference between duckdb and digital-marketing-pro?
duckdb is written in C++ and digital-marketing-pro in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, duckdb or digital-marketing-pro?
Choose duckdb if you want the larger community (42,747 stars) or its MIT licence terms. Choose digital-marketing-pro if its feature set, stack or MIT licence fits better. Both are self-hostable.