Comparison
garak vs Awesome-LLMSecOps
Verdict
Pick garak if lLM Vulnerability Scanner; pick Awesome-LLMSecOps if awesome-LLMSecOps is a curated list that emphasizes practical security implementation for the operations of large language models.
Markdown twin · garak alternatives · Awesome-LLMSecOps alternatives
GraphCanon updated Oct 6, 2026
14views this month
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Trust & integrity
| Signal | garak | Awesome-LLMSecOps |
|---|---|---|
| Maintenance | Very active (3d since push) As of Oct 6, 2026 · github_public_v1 | Active (19d since push) As of Sep 12, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Oct 6, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 12, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · 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
- Awesome-LLMSecOps
- Curated security resources for LLM operations
Stars
- garak
- 9.4k
- Awesome-LLMSecOps
- 155
Forks
- garak
- 1.3k
- Awesome-LLMSecOps
- 76
Open issues
- garak
- 486
- Awesome-LLMSecOps
- 20
Language
- garak
- Python
- Awesome-LLMSecOps
- HTML
Adopt for
- garak
- LLM Vulnerability Scanner
- Awesome-LLMSecOps
- Awesome-LLMSecOps is a curated list that emphasizes practical security implementation for the operations of large language models.
Persona
- garak
- -
- Awesome-LLMSecOps
- -
Runtime
- garak
- -
- Awesome-LLMSecOps
- -
License
- garak
- Apache-2.0
- Awesome-LLMSecOps
- -
Last pushed
- garak
- Oct 2, 2026
- Awesome-LLMSecOps
- Aug 23, 2026
Categories
- garak
- Evaluation & Observability
- Awesome-LLMSecOps
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- garak
- Very active (96%)
- Awesome-LLMSecOps
- Active (82%)
Days since push
- garak
- 3d
- Awesome-LLMSecOps
- 19d
Open issues (now)
- garak
- 486
- Awesome-LLMSecOps
- 20
Stars delta
- garak
- +330 (30d)
- Awesome-LLMSecOps
- +5 (30d)
Open issues delta
- garak
- +73 (30d)
- Awesome-LLMSecOps
- +9 (30d)
Owner type
- garak
- Organization
- Awesome-LLMSecOps
- User
OSV dependency advisories
- garak
- Published findings
- Awesome-LLMSecOps
- No lockfile (source not queried)
Full report
- garak
- Trust report
- Awesome-LLMSecOps
- Trust report
Choose garak if…
- garak is primarily Python; Awesome-LLMSecOps is HTML.
- Tags unique to garak: ai, llm-evaluation, security-scanners, vulnerability-assessment.
- When needing to assess the security and reliability of language models specifically using a tool developed by NVIDIA.
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 Awesome-LLMSecOps if…
- Awesome-LLMSecOps is primarily HTML; garak is Python.
- Tags unique to Awesome-LLMSecOps: adversarial-ml-threat-modeling, ai-agents-security, llm-red-teaming, prompt-injection.
- Also covers AI Agents.
- Need a specialized focus on LLM-specific security threats like recursive pollution and prompt manipulation
When NOT to use Awesome-LLMSecOps
- Looking for extensive academic references or ArXiv papers in descriptions
- Require real-time interactive tools rather than curated static lists of resources
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 Oct 6, 2026
- GitHub forks (NVIDIA/garak) · observed Oct 6, 2026
- Last push (NVIDIA/garak) · observed Oct 2, 2026
- License file (Apache-2.0) · observed Oct 6, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (wearetyomsmnv/Awesome-LLMSecOps) · observed Sep 20, 2026
- GitHub forks (wearetyomsmnv/Awesome-LLMSecOps) · observed Sep 20, 2026
- Last push (wearetyomsmnv/Awesome-LLMSecOps) · observed Aug 23, 2026
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: garak 9.4k · Awesome-LLMSecOps 155 (synced Oct 6, 2026).
Common questions
- What is the difference between garak and Awesome-LLMSecOps?
- garak: LLM vulnerability scanner. Awesome-LLMSecOps: Curated security resources for LLM operations. See the comparison table for live GitHub stats and shared categories.
- When should I choose garak over Awesome-LLMSecOps?
- Choose garak over Awesome-LLMSecOps when garak is primarily Python; Awesome-LLMSecOps is HTML; Tags unique to garak: ai, llm-evaluation, security-scanners, vulnerability-assessment; When needing to assess the security and reliability of language models specifically using a tool developed by NVIDIA.
- When should I choose Awesome-LLMSecOps over garak?
- Choose Awesome-LLMSecOps over garak when Awesome-LLMSecOps is primarily HTML; garak is Python; Tags unique to Awesome-LLMSecOps: adversarial-ml-threat-modeling, ai-agents-security, llm-red-teaming, prompt-injection; Also covers AI Agents; Need a specialized focus on LLM-specific security threats like recursive pollution and prompt manipulation.
- 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 Awesome-LLMSecOps?
- Looking for extensive academic references or ArXiv papers in descriptions Require real-time interactive tools rather than curated static lists of resources
- Is garak or Awesome-LLMSecOps more popular on GitHub?
- garak has more GitHub stars (9,440 vs 155). Stars measure visibility, not whether either tool fits your constraints.
- Are garak and Awesome-LLMSecOps open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to garak or Awesome-LLMSecOps?
- GraphCanon lists graph-backed alternatives at garak alternatives and Awesome-LLMSecOps alternatives (garak markdown twin, Awesome-LLMSecOps 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 Awesome-LLMSecOps?
- garak: Very active. Awesome-LLMSecOps: 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 Awesome-LLMSecOps?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: garak trust report; Awesome-LLMSecOps trust report.