head to head · open source
garak vs AiSOC
garak has 9,850 GitHub stars, 1,439 forks, 429 open issues and last shipped 3 days ago. AiSOC has 7,029 stars, 723 forks, 26 open issues and last shipped yesterday. garak leads on adoption by 40% (9,850 vs 7,029 stars). garak is written in Python under Apache-2.0; AiSOC is written in Python under MIT. garak has attracted 15% as many forks as stars, AiSOC 10%. AiSOC 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 | AiSOC | |
|---|---|---|
| GitHub stars | ★ 9.8K | ★ 7.0K |
| License | Apache-2.0 | MIT |
| Written in | Python | Python |
| Last push | 2026-11-02 | 2026-11-04 |
| Forks | ⑂ 1.4K | ⑂ 723 |
| 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 AiSOC if
- You want the AiSOC feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and AiSOC 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 AiSOC
AiSOC An open source, self hostable AI SOC. The agent's prompts, tool calls, and rationale are logged step by step and replayable. MIT licensed. The community maintained demo at tryaisoc.com runs on Fly.io and can go offline; see docs/operations/live demo runbook.md and use Codespaces as the always on fallback. 90 second walkthrough — agent investigates the seeded LockBit 3.0 case end to end. The rendered .mp4 + hero.gif land with the v8.0 launch; the brief is in docs/demo/SCREENCAST SHOTLIST.md . Try AiSOC in 60 seconds One command — no clone, no Docker, no keys ( npx aisoc lands on npm with the v8.0 launch…
read the full AiSOC overview →
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Frequently asked questions
Is garak or AiSOC more popular?
garak has 9,850 GitHub stars and AiSOC has 7,029. garak has the larger community by that measure.
Are garak and AiSOC free?
Both are open source. garak is licensed under Apache-2.0 and AiSOC under MIT. Neither carries a licence fee.
What is the difference between garak and AiSOC?
garak is written in Python and AiSOC 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, garak or AiSOC?
Choose garak if you want the larger community (9,850 stars) or its Apache-2.0 licence terms. Choose AiSOC if its feature set, stack or MIT licence fits better. Both are self-hostable.