Comparison
AI-Infra-Guard vs circle-guard-bench
Verdict
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; pick circle-guard-bench if circle-guard-bench is a Python-based AI benchmark tool for evaluating large language model guard systems under various protection scenarios.
Markdown twin · AI-Infra-Guard alternatives · circle-guard-bench alternatives
GraphCanon updated Sep 20, 2026
16views this month
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Trust & integrity
| Signal | AI-Infra-Guard | circle-guard-bench |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 | Slowing (185d since push) As of Sep 9, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 9, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) 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
- AI-Infra-Guard
- A full-stack AI Red Teaming platform securing AI ecosystems
- circle-guard-bench
- AI benchmark for evaluating LLM guard systems
Stars
- AI-Infra-Guard
- 6.5k
- circle-guard-bench
- 75
Forks
- AI-Infra-Guard
- 599
- circle-guard-bench
- 5
Open issues
- AI-Infra-Guard
- 32
- circle-guard-bench
- 1
Language
- AI-Infra-Guard
- Python
- circle-guard-bench
- Python
Adopt for
- AI-Infra-Guard
- AI-Infra-Guard is designed for organizations looking to secure their AI infrastructures comprehensively through various scanning and evaluation tools.
- circle-guard-bench
- circle-guard-bench is a Python-based AI benchmark tool for evaluating large language model guard systems under various protection scenarios.
Persona
- AI-Infra-Guard
- -
- circle-guard-bench
- -
Runtime
- AI-Infra-Guard
- -
- circle-guard-bench
- -
License
- AI-Infra-Guard
- Apache-2.0
- circle-guard-bench
- Apache-2.0
Last pushed
- AI-Infra-Guard
- Sep 20, 2026
- circle-guard-bench
- Mar 7, 2026
Categories
- AI-Infra-Guard
- Evaluation & Observability, LLM Frameworks
- circle-guard-bench
- Evaluation & Observability
Trust and health
Maintenance
- AI-Infra-Guard
- Very active (96%)
- circle-guard-bench
- Slowing (36%)
Days since push
- AI-Infra-Guard
- 0d
- circle-guard-bench
- 185d
Open issues (now)
- AI-Infra-Guard
- 32
- circle-guard-bench
- 1
Stars delta
- AI-Infra-Guard
- +2.2k (30d)
- circle-guard-bench
- +3 (30d)
Open issues delta
- AI-Infra-Guard
- +19 (30d)
- circle-guard-bench
- +1 (30d)
Full report
- AI-Infra-Guard
- Trust report
- circle-guard-bench
- Trust report
Shared compatibility
- Python · AI-Infra-Guard: Python runtime · circle-guard-bench: Python runtime
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.
Choose circle-guard-bench if…
- Tags unique to circle-guard-bench: ai, benchmarking, guardrail, large-language-models.
- Use circle-guard-bench when you need to evaluate the effectiveness of guardrails and safeguards in your LLM environment, as it offers an unparalleled set of scenarios specific to these protections.
- Leaner open-issue backlog (1).
When NOT to use circle-guard-bench
- Avoid circle-guard-bench if your primary focus is on benchmarking the performance aspects like speed and latency of LLMs, as it specializes in evaluating protections rather than performance.
- Do not use this tool when you intend to conduct general purpose evaluations or comparisons between different LLM models that do not specifically involve security-related guard systems.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Tencent/AI-Infra-Guard) · observed Sep 20, 2026
- GitHub forks (Tencent/AI-Infra-Guard) · observed Sep 20, 2026
- Last push (Tencent/AI-Infra-Guard) · observed Sep 20, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (whitecircle/circle-guard-bench) · observed Sep 20, 2026
- GitHub forks (whitecircle/circle-guard-bench) · observed Sep 20, 2026
- Last push (whitecircle/circle-guard-bench) · observed Mar 7, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: AI-Infra-Guard 6.5k · circle-guard-bench 75 (synced Sep 20, 2026).
Common questions
- What is the difference between AI-Infra-Guard and circle-guard-bench?
- AI-Infra-Guard: A full-stack AI Red Teaming platform securing AI ecosystems. circle-guard-bench: AI benchmark for evaluating LLM guard systems. See the comparison table for live GitHub stats and shared categories.
- When should I choose AI-Infra-Guard over circle-guard-bench?
- Choose AI-Infra-Guard over circle-guard-bench 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 choose circle-guard-bench over AI-Infra-Guard?
- Choose circle-guard-bench over AI-Infra-Guard when Tags unique to circle-guard-bench: ai, benchmarking, guardrail, large-language-models; Use circle-guard-bench when you need to evaluate the effectiveness of guardrails and safeguards in your LLM environment, as it offers an unparalleled set of scenarios specific to these protections; Leaner open-issue backlog (1).
- 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.
- When should I avoid circle-guard-bench?
- Avoid circle-guard-bench if your primary focus is on benchmarking the performance aspects like speed and latency of LLMs, as it specializes in evaluating protections rather than performance. Do not use this tool when you intend to conduct general purpose evaluations or comparisons between different LLM models that do not specifically involve security-related guard systems.
- Is AI-Infra-Guard or circle-guard-bench more popular on GitHub?
- AI-Infra-Guard has more GitHub stars (6,471 vs 75). Stars measure visibility, not whether either tool fits your constraints.
- Are AI-Infra-Guard and circle-guard-bench open source?
- Yes - both are open-source projects on GitHub (AI-Infra-Guard: Apache-2.0, circle-guard-bench: Apache-2.0).
- Where can I find alternatives to AI-Infra-Guard or circle-guard-bench?
- GraphCanon lists graph-backed alternatives at AI-Infra-Guard alternatives and circle-guard-bench alternatives (AI-Infra-Guard markdown twin, circle-guard-bench 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, AI-Infra-Guard or circle-guard-bench?
- AI-Infra-Guard: Very active. circle-guard-bench: Slowing. 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 AI-Infra-Guard and circle-guard-bench?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AI-Infra-Guard trust report; circle-guard-bench trust report.