Comparison
iFixAi vs agentic_security
Verdict
Pick iFixAi if iFixAi assesses AI models using 45 inspections for safety and alignment, returning grades in minutes; 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 · iFixAi alternatives · agentic_security alternatives
GraphCanon updated 4w
vs
Trust & integrity
| Signal | iFixAi | agentic_security |
|---|---|---|
| Maintenance | Very active (1d since push) As of 4w · github_public_v1 | Steady (35d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Personal account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) 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
- iFixAi
- Tool for evaluating and grading AI models on safety and alignment metrics
- agentic_security
- Agentic LLM Vulnerability Scanner / AI red teaming kit
Stars
- iFixAi
- 3.3k
- agentic_security
- 1.9k
Forks
- iFixAi
- 300
- agentic_security
- 270
Open issues
- iFixAi
- 0
- agentic_security
- 70
Language
- iFixAi
- Python
- agentic_security
- Python
Adopt for
- iFixAi
- iFixAi assesses AI models using 45 inspections for safety and alignment, returning grades in minutes.
- 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
- iFixAi
- -
- agentic_security
- -
Runtime
- iFixAi
- -
- agentic_security
- -
License
- iFixAi
- Apache-2.0
- agentic_security
- Apache-2.0 - Permissive license encouraging free use and modification under the condition of preserving notices.
Last pushed
- iFixAi
- Jul 27, 2026
- agentic_security
- Jun 23, 2026
Categories
- iFixAi
- Evaluation & Observability
- agentic_security
- Evaluation & Observability, LLM Frameworks
Trust and health
Maintenance
- iFixAi
- Very active (96%)
- agentic_security
- Steady (60%)
Days since push
- iFixAi
- 1d
- agentic_security
- 35d
Open issues (now)
- iFixAi
- 0
- agentic_security
- 70
Owner type
- iFixAi
- Organization
- agentic_security
- User
Full report
- iFixAi
- Trust report
- agentic_security
- Trust report
Shared compatibility
- Python · iFixAi: Python runtime · agentic_security: Python runtime
Choose iFixAi if…
- Tags unique to iFixAi: agent-evaluation, ai safety, ai-alignment, ai-evaluation.
- You need a quick evaluation of an AI model's safety and alignment across industry standards
- More GitHub stars (3.3k vs 1.9k) - visibility, not fit.
When NOT to use iFixAi
- If real-time assessment is necessary since iFixAi takes up to five minutes to return results
- When detailed customization of inspection criteria beyond predefined checks is required
Choose agentic_security if…
- Tags unique to agentic_security: agent-framework, fuzzing, red-teaming, security-assessment.
- Also covers LLM Frameworks.
- 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 (ifixai-ai/iFixAi) · observed Jul 28, 2026
- GitHub forks (ifixai-ai/iFixAi) · observed Jul 28, 2026
- Last push (ifixai-ai/iFixAi) · observed Jul 27, 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 (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: iFixAi 3.3k · agentic_security 1.9k (synced Jul 28, 2026).
Common questions
- What is the difference between iFixAi and agentic_security?
- iFixAi: Tool for evaluating and grading AI models on safety and alignment metrics. 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 iFixAi over agentic_security?
- Choose iFixAi over agentic_security when Tags unique to iFixAi: agent-evaluation, ai safety, ai-alignment, ai-evaluation; You need a quick evaluation of an AI model's safety and alignment across industry standards; More GitHub stars (3.3k vs 1.9k) - visibility, not fit.
- When should I choose agentic_security over iFixAi?
- Choose agentic_security over iFixAi when Tags unique to agentic_security: agent-framework, fuzzing, red-teaming, security-assessment; Also covers LLM Frameworks; 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 iFixAi?
- If real-time assessment is necessary since iFixAi takes up to five minutes to return results When detailed customization of inspection criteria beyond predefined checks is required
- 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 iFixAi or agentic_security more popular on GitHub?
- iFixAi has more GitHub stars (3,272 vs 1,943). Stars measure visibility, not whether either tool fits your constraints.
- Are iFixAi and agentic_security open source?
- Yes - both are open-source projects on GitHub (iFixAi: Apache-2.0, agentic_security: Apache-2.0).
- Where can I find alternatives to iFixAi or agentic_security?
- GraphCanon lists graph-backed alternatives at iFixAi alternatives and agentic_security alternatives (iFixAi 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, iFixAi or agentic_security?
- iFixAi: Very active. 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 iFixAi and agentic_security?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: iFixAi trust report; agentic_security trust report.