head to head · open source
AiSOC vs beelzebub
AiSOC has 2,357 GitHub stars, 258 forks, 26 open issues and last shipped 6 days ago. beelzebub has 2,180 stars, 209 forks, 5 open issues and last shipped 6 days ago. AiSOC leads on adoption by 8% (2,357 vs 2,180 stars). AiSOC is written in Python under MIT; beelzebub is written in Go under GPL-3.0. AiSOC has attracted 11% as many forks as stars, beelzebub 10%. beelzebub was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (cybersecurity), 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
| AiSOC | beelzebub | |
|---|---|---|
| GitHub stars | ★ 2.4K | ★ 2.2K |
| License | MIT | GPL-3.0 |
| Written in | Python | Go |
| Last push | 2026-09-14 | 2026-09-14 |
| Forks | ⑂ 258 | ⑂ 209 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick AiSOC if
- You weight community size — 2.4K stars and counting
- You want the MIT license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick beelzebub if
- You want the beelzebub feature set and don't need the biggest community
- You prefer the GPL-3.0 license terms
- Your stack matches Go
- You evaluated both and beelzebub fits your workflow better
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 →
About beelzebub
Beelzebub is an open source deception runtime framework written in Go and released under GPL 3.0. It operates in the cybersecurity and AI security ecosystem, where teams need controlled systems that attract and record activity aimed at decoy services. The project is a configurable runtime for honeypots, decoys, and agent facing bait tools, with documentation at docs.beelzebub.ai.
read the full beelzebub overview →
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Frequently asked questions
Is AiSOC or beelzebub more popular?
AiSOC has 2,357 GitHub stars and beelzebub has 2,180. AiSOC has the larger community by that measure.
Are AiSOC and beelzebub free?
Both are open source. AiSOC is licensed under MIT and beelzebub under GPL-3.0. Neither carries a licence fee.
What is the difference between AiSOC and beelzebub?
AiSOC is written in Python and beelzebub in Go. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, AiSOC or beelzebub?
Choose AiSOC if you want the larger community (2,357 stars) or its MIT licence terms. Choose beelzebub if its feature set, stack or GPL-3.0 licence fits better. Both are self-hostable.