head to head · open source
giskard-oss vs NeuroSploit
giskard-oss has 5,940 GitHub stars, 560 forks, 64 open issues and last shipped yesterday. NeuroSploit has 1,499 stars, 357 forks, 2 open issues and last shipped 15 days ago. giskard-oss leads on adoption by 296% (5,940 vs 1,499 stars). giskard-oss is written in Python under Apache-2.0; NeuroSploit is written in Rust under MIT. giskard-oss has attracted 9% as many forks as stars, NeuroSploit 24%. giskard-oss was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (ai-security), 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.
← all 20902 open source comparisons
Side by side
| giskard-oss | NeuroSploit | |
|---|---|---|
| GitHub stars | ★ 5.9K | ★ 1.5K |
| License | Apache-2.0 | MIT |
| Written in | Python | Rust |
| Last push | 2026-11-02 | 2026-10-19 |
| Forks | ⑂ 560 | ⑂ 357 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick giskard-oss if
- You weight community size — 5.9K 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 giskard-oss
Evals, Red Teaming and Test Generation for Agentic Systems Modular, Lightweight, Dynamic and Async first Docs • Website • Community [!IMPORTANT] Giskard v3 is a fresh rewrite designed for dynamic, multi turn testing of AI agents. This release drops heavy dependencies for better efficiency while introducing a more powerful AI vulnerability scanner and enhanced RAG evaluation — both now shipping natively in giskard scan , with no dependency on v2. Only the legacy scan for tabular/ML models remains v2 only. Giskard v2 remains available but is no longer actively maintained. Follow progress → Read the v3…
read the full giskard-oss 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 →
More in AI & Machine Learning
Related comparisons
More AI Security & Privacy projects
Compare either of these against the rest of the AI Security & Privacy field.
Frequently asked questions
Is giskard-oss or NeuroSploit more popular?
giskard-oss has 5,940 GitHub stars and NeuroSploit has 1,499. giskard-oss has the larger community by that measure.
Are giskard-oss and NeuroSploit free?
Both are open source. giskard-oss is licensed under Apache-2.0 and NeuroSploit under MIT. Neither carries a licence fee.
What is the difference between giskard-oss and NeuroSploit?
giskard-oss 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, giskard-oss or NeuroSploit?
Choose giskard-oss if you want the larger community (5,940 stars) or its Apache-2.0 licence terms. Choose NeuroSploit if its feature set, stack or MIT licence fits better. Both are self-hostable.