head to head · open source
gs-quant vs black-hat-rust
gs-quant has 12,974 GitHub stars, 1,752 forks, 73 open issues and last shipped 2 days ago. black-hat-rust has 4,403 stars, 440 forks, 7 open issues and last shipped 12 months ago. gs-quant leads on adoption by 195% (12,974 vs 4,403 stars). gs-quant is written in Python under Apache-2.0; black-hat-rust is written in Rust under MIT. gs-quant has attracted 14% as many forks as stars, black-hat-rust 10%. gs-quant 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
| gs-quant | black-hat-rust | |
|---|---|---|
| GitHub stars | ★ 13K | ★ 4.4K |
| License | Apache-2.0 | MIT |
| Written in | Python | Rust |
| Last push | 2026-09-16 | 2025-10-01 |
| Forks | ⑂ 1.8K | ⑂ 440 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick gs-quant if
- You weight community size — 13K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick black-hat-rust if
- You want the black-hat-rust feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Rust
- You evaluated both and black-hat-rust fits your workflow better
About gs-quant
GS Quant is an Apache 2.0 Python toolkit for quantitative finance, maintained by quantitative developers at Goldman Sachs, and it is intended for quants and institutional clients of the bank who build derivative pricing, trading strategy and risk management workflows on top of Goldman Sachs' risk transfer platform.
read the full gs-quant overview →
About black-hat-rust
Black Hat Rust is an applied offensive security book written in the Rust programming language and published under an MIT licensed repository. The project positions itself as a guide to the reasons and methods behind building offensive tools, rather than a general introduction to Rust or a tutorial for existing tools such as sqlmap and Metasploit. Its topics cover reconnaissance, exploitation, phishing, red team work, bug bounty hunting, auditing, command and control, and implant development.
read the full black-hat-rust overview →
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Frequently asked questions
Is gs-quant or black-hat-rust more popular?
gs-quant has 12,974 GitHub stars and black-hat-rust has 4,403. gs-quant has the larger community by that measure.
Are gs-quant and black-hat-rust free?
Both are open source. gs-quant is licensed under Apache-2.0 and black-hat-rust under MIT. Neither carries a licence fee.
What is the difference between gs-quant and black-hat-rust?
gs-quant is written in Python and black-hat-rust in Rust. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, gs-quant or black-hat-rust?
Choose gs-quant if you want the larger community (12,974 stars) or its Apache-2.0 licence terms. Choose black-hat-rust if its feature set, stack or MIT licence fits better. Both are self-hostable.