Comparison
HLCE vs agentic_security
Verdict
Pick HLCE if hLCE offers evaluation scripts to assess code generation using LLMs, specifically for research purposes; pick agentic_security if agentic Security is an agent-based framework for scanning vulnerabilities in large language models with a Python-based toolkit for robust security assessments via fuzz testing.
Markdown twin · HLCE alternatives · agentic_security alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | HLCE | agentic_security |
|---|---|---|
| Maintenance | Slowing (352d since push) As of 2w · github_public_v1 | Steady (35d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Personal account As of 4w · 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
- HLCE
- Source Evaluation scripts for Humanity's Last Code Exam
- agentic_security
- Agentic LLM Vulnerability Scanner / AI red teaming kit
Stars
- HLCE
- 96
- agentic_security
- 1.9k
Forks
- HLCE
- 8
- agentic_security
- 270
Open issues
- HLCE
- 1
- agentic_security
- 70
Language
- HLCE
- Python
- agentic_security
- Python
Adopt for
- HLCE
- HLCE offers evaluation scripts to assess code generation using LLMs, specifically for research purposes.
- agentic_security
- Agentic Security is an agent-based framework for scanning vulnerabilities in large language models with a Python-based toolkit for robust security assessments via fuzz testing.
Persona
- HLCE
- -
- agentic_security
- -
Runtime
- HLCE
- -
- agentic_security
- -
License
- HLCE
- -
- agentic_security
- Apache-2.0 - Permissive license encouraging free use and modification under the condition of preserving notices.
Last pushed
- HLCE
- Aug 21, 2025
- agentic_security
- Jun 23, 2026
Categories
- HLCE
- Evaluation & Observability, LLM Frameworks
- agentic_security
- Evaluation & Observability, LLM Frameworks
Trust and health
Maintenance
- HLCE
- Slowing (36%)
- agentic_security
- Steady (60%)
Days since push
- HLCE
- 352d
- agentic_security
- 35d
Open issues (now)
- HLCE
- 1
- agentic_security
- 70
Owner type
- HLCE
- Organization
- agentic_security
- User
OSV dependency advisories
- HLCE
- Published findings
- agentic_security
- No lockfile (source not queried)
Full report
- HLCE
- Trust report
- agentic_security
- Trust report
Choose HLCE if…
- Tags unique to HLCE: benchmark, codegen, codellm.
- When you are researching the capabilities of language models in generating code and need benchmarking tools that focus on this aspect exclusively.
- Leaner open-issue backlog (1).
When NOT to use HLCE
- If you require tools that cater to general-purpose evaluation beyond the scope of LLM code generation in a research context.
- When proprietary or non-research licenses are necessary, since HLCE does not detail its licensing beyond being for research purposes only.
Choose agentic_security if…
- Tags unique to agentic_security: agent-framework, fuzzing, red-teaming, security-assessment.
- agentic_security ships Docker support for self-hosted deployment.
- Developers need to ensure their LLMs are secure from jailbreak attempts and vulnerabilities.
When NOT to use agentic_security
- Teams require solutions that do not involve agent frameworks for vulnerability scanning.
- Projects seek a no-fuzz-testing approach for evaluating LLM security.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Humanity-s-Last-Code-Exam/HLCE) · observed Aug 8, 2026
- GitHub forks (Humanity-s-Last-Code-Exam/HLCE) · observed Aug 8, 2026
- Last push (Humanity-s-Last-Code-Exam/HLCE) · observed Aug 21, 2025
- License file (unknown) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (msoedov/agentic_security) · observed Jul 28, 2026
- GitHub forks (msoedov/agentic_security) · observed Jul 28, 2026
- Last push (msoedov/agentic_security) · observed Jun 23, 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: HLCE 96 · agentic_security 1.9k (synced Aug 8, 2026).
Common questions
- What is the difference between HLCE and agentic_security?
- HLCE: Source Evaluation scripts for Humanity's Last Code Exam. agentic_security: Agentic LLM Vulnerability Scanner / AI red teaming kit. See the comparison table for live GitHub stats and shared categories.
- When should I choose HLCE over agentic_security?
- Choose HLCE over agentic_security when Tags unique to HLCE: benchmark, codegen, codellm; When you are researching the capabilities of language models in generating code and need benchmarking tools that focus on this aspect exclusively; Leaner open-issue backlog (1).
- When should I choose agentic_security over HLCE?
- Choose agentic_security over HLCE when Tags unique to agentic_security: agent-framework, fuzzing, red-teaming, security-assessment; agentic_security ships Docker support for self-hosted deployment; Developers need to ensure their LLMs are secure from jailbreak attempts and vulnerabilities.
- When should I avoid HLCE?
- If you require tools that cater to general-purpose evaluation beyond the scope of LLM code generation in a research context. When proprietary or non-research licenses are necessary, since HLCE does not detail its licensing beyond being for research purposes only.
- When should I avoid agentic_security?
- Teams require solutions that do not involve agent frameworks for vulnerability scanning. Projects seek a no-fuzz-testing approach for evaluating LLM security.
- Is HLCE or agentic_security more popular on GitHub?
- agentic_security has more GitHub stars (1,943 vs 96). Stars measure visibility, not whether either tool fits your constraints.
- Are HLCE and agentic_security open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to HLCE or agentic_security?
- GraphCanon lists graph-backed alternatives at HLCE alternatives and agentic_security alternatives (HLCE markdown twin, agentic_security 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, HLCE or agentic_security?
- HLCE: Slowing. agentic_security: Steady. 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 HLCE and agentic_security?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: HLCE trust report; agentic_security trust report.