head to head · open source
garak vs NeuroSploit
garak has 9,834 GitHub stars, 1,436 forks, 429 open issues and last shipped yesterday. NeuroSploit has 1,499 stars, 357 forks, 2 open issues and last shipped 15 days ago. garak leads on adoption by 556% (9,834 vs 1,499 stars). garak is written in Python under Apache-2.0; NeuroSploit is written in Rust under MIT. garak has attracted 15% as many forks as stars, NeuroSploit 24%. garak 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
| garak | NeuroSploit | |
|---|---|---|
| GitHub stars | ★ 9.8K | ★ 1.5K |
| License | Apache-2.0 | MIT |
| Written in | Python | Rust |
| Last push | 2026-11-02 | 2026-10-19 |
| Forks | ⑂ 1.4K | ⑂ 357 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick garak if
- You weight community size — 9.8K 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 NeuroSploit if
- You want the NeuroSploit feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Rust
- You evaluated both and NeuroSploit fits your workflow better
About garak
garak, LLM vulnerability scanner Generative AI Red teaming & Assessment Kit garak checks if an LLM can be made to fail in a way we don't want. garak probes for hallucination, data leakage, prompt injection, misinformation, toxicity generation, jailbreaks, and many other weaknesses. If you know nmap or msf / Metasploit Framework, garak does somewhat similar things to them, but for LLMs. garak focuses on ways of making an LLM or dialog system fail. It combines static, dynamic, and adaptive probes to explore this. garak 's a free tool. We love developing it and are always interested in adding functionality to…
read the full garak overview →
About NeuroSploit
🧠 NeuroSploit v4.4.0 Autonomous, multi model penetration testing harness — Rust, CLI first. by Joas A Santos & Red Team Leaders What is NeuroSploit? NeuroSploit is an autonomous penetration testing tool. You point it at a target; it does the security assessment on its own and hands you a report — recon, exploitation, chaining findings into real impact, and validation, with no human driving each step. The key idea: the harness is the pentester, not the model. Instead of asking one LLM to "hack this", a Rust engine runs the methodology — it picks the right specialist agents for what it finds, runs them in…
read the full NeuroSploit overview →
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Frequently asked questions
Is garak or NeuroSploit more popular?
garak has 9,834 GitHub stars and NeuroSploit has 1,499. garak has the larger community by that measure.
Are garak and NeuroSploit free?
Both are open source. garak is licensed under Apache-2.0 and NeuroSploit under MIT. Neither carries a licence fee.
What is the difference between garak and NeuroSploit?
garak is written in Python and NeuroSploit 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, garak or NeuroSploit?
Choose garak if you want the larger community (9,834 stars) or its Apache-2.0 licence terms. Choose NeuroSploit if its feature set, stack or MIT licence fits better. Both are self-hostable.