Comparison
garak vs AI-Infra-Guard
Verdict
Pick garak if lLM Vulnerability Scanner; pick AI-Infra-Guard if aI-Infra-Guard is designed for organizations looking to secure their AI infrastructures comprehensively through various scanning and evaluation tools.
Markdown twin · garak alternatives · AI-Infra-Guard alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | garak | AI-Infra-Guard |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Very active (0d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- garak
- LLM vulnerability scanner
- AI-Infra-Guard
- A full-stack AI Red Teaming platform securing AI ecosystems
Stars
- garak
- 8.7k
- AI-Infra-Guard
- 4.3k
Forks
- garak
- 1.1k
- AI-Infra-Guard
- 419
Open issues
- garak
- 374
- AI-Infra-Guard
- 13
Language
- garak
- Python
- AI-Infra-Guard
- Python
Adopt for
- garak
- LLM Vulnerability Scanner
- AI-Infra-Guard
- AI-Infra-Guard is designed for organizations looking to secure their AI infrastructures comprehensively through various scanning and evaluation tools.
Persona
- garak
- -
- AI-Infra-Guard
- -
Runtime
- garak
- -
- AI-Infra-Guard
- -
License
- garak
- Apache-2.0
- AI-Infra-Guard
- Apache-2.0
Last pushed
- garak
- Aug 4, 2026
- AI-Infra-Guard
- Jul 28, 2026
Categories
- garak
- Evaluation & Observability
- AI-Infra-Guard
- Evaluation & Observability, LLM Frameworks
Trust and health
Open issues (now)
- garak
- 374
- AI-Infra-Guard
- 13
OSV dependency advisories
- garak
- Published findings
- AI-Infra-Guard
- No lockfile (source not queried)
Full report
- garak
- Trust report
- AI-Infra-Guard
- Trust report
Shared compatibility
- Python · garak: Python runtime · AI-Infra-Guard: Python runtime
Choose garak if…
- Tags unique to garak: ai, security-scanners, vulnerability-assessment.
- When needing to assess the security and reliability of language models specifically using a tool developed by NVIDIA.
- More GitHub stars (8.7k vs 4.3k) - visibility, not fit.
When NOT to use garak
- When the targeted model is not supported by 'garak', such as some specialized API-based generators that need specific configurations beyond setting environment variables.
- If real-time updates are necessary, as the PyPI version of garak might lag behind the development version available on GitHub.
Choose AI-Infra-Guard if…
- Tags unique to AI-Infra-Guard: agent-security, ai-red-teaming, security-tools, skills-security.
- Also covers LLM Frameworks.
- AI-Infra-Guard ships Docker support for self-hosted deployment.
- If you need advanced LLM jailbreak evaluation capabilities specific to the vulnerabilities identified by Tencent's research, consider using AI-Infra-Guard.
When NOT to use AI-Infra-Guard
- Avoid if you are looking exclusively for a tool that focuses solely on the runtime behavior of LLMs without broader infrastructural scanning capabilities.
- Not recommended when your primary focus is on network-level security rather than comprehensive AI infrastructure security assessments and evaluations.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (NVIDIA/garak) · observed Aug 5, 2026
- GitHub forks (NVIDIA/garak) · observed Aug 5, 2026
- Last push (NVIDIA/garak) · observed Aug 4, 2026
- License file (Apache-2.0) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Tencent/AI-Infra-Guard) · observed Jul 28, 2026
- GitHub forks (Tencent/AI-Infra-Guard) · observed Jul 28, 2026
- Last push (Tencent/AI-Infra-Guard) · observed Jul 28, 2026
- License file (Apache-2.0) · observed Jul 28, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: garak 8.7k · AI-Infra-Guard 4.3k (synced Aug 5, 2026).
Common questions
- What is the difference between garak and AI-Infra-Guard?
- garak: LLM vulnerability scanner. AI-Infra-Guard: A full-stack AI Red Teaming platform securing AI ecosystems. See the comparison table for live GitHub stats and shared categories.
- When should I choose garak over AI-Infra-Guard?
- Choose garak over AI-Infra-Guard when Tags unique to garak: ai, security-scanners, vulnerability-assessment; When needing to assess the security and reliability of language models specifically using a tool developed by NVIDIA; More GitHub stars (8.7k vs 4.3k) - visibility, not fit.
- When should I choose AI-Infra-Guard over garak?
- Choose AI-Infra-Guard over garak when Tags unique to AI-Infra-Guard: agent-security, ai-red-teaming, security-tools, skills-security; Also covers LLM Frameworks; AI-Infra-Guard ships Docker support for self-hosted deployment; If you need advanced LLM jailbreak evaluation capabilities specific to the vulnerabilities identified by Tencent's research, consider using AI-Infra-Guard.
- When should I avoid garak?
- When the targeted model is not supported by 'garak', such as some specialized API-based generators that need specific configurations beyond setting environment variables. If real-time updates are necessary, as the PyPI version of garak might lag behind the development version available on GitHub.
- When should I avoid AI-Infra-Guard?
- Avoid if you are looking exclusively for a tool that focuses solely on the runtime behavior of LLMs without broader infrastructural scanning capabilities. Not recommended when your primary focus is on network-level security rather than comprehensive AI infrastructure security assessments and evaluations.
- Is garak or AI-Infra-Guard more popular on GitHub?
- garak has more GitHub stars (8,696 vs 4,316). Stars measure visibility, not whether either tool fits your constraints.
- Are garak and AI-Infra-Guard open source?
- Yes - both are open-source projects on GitHub (garak: Apache-2.0, AI-Infra-Guard: Apache-2.0).
- Where can I find alternatives to garak or AI-Infra-Guard?
- GraphCanon lists graph-backed alternatives at garak alternatives and AI-Infra-Guard alternatives (garak markdown twin, AI-Infra-Guard markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, garak or AI-Infra-Guard?
- garak: Very active. AI-Infra-Guard: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for garak and AI-Infra-Guard?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: garak trust report; AI-Infra-Guard trust report.