head to head · open source
garak vs AiSOC
garak has 9,308 GitHub stars, 1,294 forks, 429 open issues and last shipped 4 days ago. AiSOC has 2,357 stars, 258 forks, 26 open issues and last shipped 6 days ago. garak leads on adoption by 295% (9,308 vs 2,357 stars). garak is written in Python under Apache-2.0; AiSOC is written in Python under MIT. garak has attracted 14% as many forks as stars, AiSOC 11%. 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.
← all 20902 open source comparisons
Side by side
| garak | AiSOC | |
|---|---|---|
| GitHub stars | ★ 9.3K | ★ 2.4K |
| License | Apache-2.0 | MIT |
| Written in | Python | Python |
| Last push | 2026-09-16 | 2026-09-14 |
| Forks | ⑂ 1.3K | ⑂ 258 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick garak if
- You weight community size — 9.3K 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 is a free, Apache 2.0 command line vulnerability scanner for large language models that probes generative AI systems for hallucination, data leakage, prompt injection, misinformation, toxicity generation, and jailbreaks, and it is aimed at security engineers, red teamers, and AI developers who need to test the models they ship.
read the full garak overview →
About AiSOC
AiSOC is an open source, self hostable Security Operations Center built with Python under the MIT license. It lives in the AI security and cybersecurity operations ecosystem, combining agentic AI, detection engineering, incident response, and MITRE ATT&CK investigation. The project presents itself as an AI SOC where an agent investigates security cases, uses tools, and records its reasoning for later review.
read the full AiSOC 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 garak or AiSOC more popular?
garak has 9,308 GitHub stars and AiSOC has 2,357. 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 (9,308 stars) or its Apache-2.0 licence terms. Choose AiSOC if its feature set, stack or MIT licence fits better. Both are self-hostable.