head to head · open source
giskard-oss vs AiSOC
giskard-oss has 5,830 GitHub stars, 537 forks, 64 open issues and last shipped 2 days ago. AiSOC has 2,357 stars, 258 forks, 26 open issues and last shipped 6 days ago. giskard-oss leads on adoption by 147% (5,830 vs 2,357 stars). giskard-oss is written in Python under Apache-2.0; AiSOC is written in Python under MIT. giskard-oss has attracted 9% as many forks as stars, AiSOC 11%. 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.
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Side by side
| giskard-oss | AiSOC | |
|---|---|---|
| GitHub stars | ★ 5.8K | ★ 2.4K |
| License | Apache-2.0 | MIT |
| Written in | Python | Python |
| Last push | 2026-09-18 | 2026-09-14 |
| Forks | ⑂ 537 | ⑂ 258 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick giskard-oss if
- You weight community size — 5.8K 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 giskard-oss
Giskard OSS is an open source Python library for evaluating, red teaming and testing LLM agents and RAG pipelines, built for developers, ML engineers and AI security teams that need reproducible checks on non deterministic systems.
read the full giskard-oss 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 →
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Frequently asked questions
Is giskard-oss or AiSOC more popular?
giskard-oss has 5,830 GitHub stars and AiSOC has 2,357. giskard-oss has the larger community by that measure.
Are giskard-oss and AiSOC free?
Both are open source. giskard-oss is licensed under Apache-2.0 and AiSOC under MIT. Neither carries a licence fee.
What is the difference between giskard-oss and AiSOC?
giskard-oss 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, giskard-oss or AiSOC?
Choose giskard-oss if you want the larger community (5,830 stars) or its Apache-2.0 licence terms. Choose AiSOC if its feature set, stack or MIT licence fits better. Both are self-hostable.