Comparison
awesome-evals vs awesome-ai-agents-security
Verdict
Pick awesome-evals if curated resources for AI agent evaluation with BenchFlow backing its maintenance; pick awesome-ai-agents-security if awesome-ai-agents-security is a curated list of open-source tools for securing autonomous AI agents, covering the security lifecycle from red teaming to runtime protection.
Markdown twin · awesome-evals alternatives · awesome-ai-agents-security alternatives
GraphCanon updated Sep 13, 2026
16views this month
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Trust & integrity
| Signal | awesome-evals | awesome-ai-agents-security |
|---|---|---|
| Maintenance | Active (7d since push) As of Aug 28, 2026 · github_public_v1 | Slowing (92d since push) As of Sep 13, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Aug 28, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 13, 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
- awesome-evals
- A curated library of resources for building and evaluating AI agents
- awesome-ai-agents-security
- A curated list of open-source tools and resources for securing autonomous AI agents.
Stars
- awesome-evals
- 847
- awesome-ai-agents-security
- 71
Forks
- awesome-evals
- 89
- awesome-ai-agents-security
- 95
Open issues
- awesome-evals
- 17
- awesome-ai-agents-security
- 85
Language
- awesome-evals
- -
- awesome-ai-agents-security
- -
Adopt for
- awesome-evals
- Curated resources for AI agent evaluation with BenchFlow backing its maintenance
- awesome-ai-agents-security
- awesome-ai-agents-security is a curated list of open-source tools for securing autonomous AI agents, covering the security lifecycle from red teaming to runtime protection.
Persona
- awesome-evals
- -
- awesome-ai-agents-security
- -
Runtime
- awesome-evals
- -
- awesome-ai-agents-security
- -
License
- awesome-evals
- Other
- awesome-ai-agents-security
- Other
Last pushed
- awesome-evals
- Aug 20, 2026
- awesome-ai-agents-security
- Jun 12, 2026
Categories
- awesome-evals
- AI Agents, Evaluation & Observability
- awesome-ai-agents-security
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- awesome-evals
- Active (82%)
- awesome-ai-agents-security
- Slowing (36%)
Days since push
- awesome-evals
- 7d
- awesome-ai-agents-security
- 92d
Open issues (now)
- awesome-evals
- 17
- awesome-ai-agents-security
- 85
Stars delta
- awesome-evals
- +86 (30d)
- awesome-ai-agents-security
- +12 (30d)
Open issues delta
- awesome-evals
- -4 (30d)
- awesome-ai-agents-security
- +24 (30d)
Full report
- awesome-evals
- Trust report
- awesome-ai-agents-security
- Trust report
Choose awesome-evals if…
- Tags unique to awesome-evals: agent-evaluation, benchmarks, llm-evaluation, rl-environments.
- Need diverse resources encompassing papers, blogs, talks, tools, and benchmarks specifically curated for AI agent evaluation
- More GitHub stars (847 vs 71) - visibility, not fit.
When NOT to use awesome-evals
- Require real-time interactive support or direct tool integrations not covered by a static resource list
- Seeking proprietary tools from specific vendors rather than open resources and community content
Choose awesome-ai-agents-security if…
- Tags unique to awesome-ai-agents-security: ai-security, autonomous-agents, cybersecurity, generative-ai.
- When needing a comprehensive overview of open-source tools for securing autonomous AI agents across different phases such as red teaming and runtime protection
When NOT to use awesome-ai-agents-security
- When you require real-time threat intelligence feeds, which are not provided by this repository's static resource lists
- For organizations focusing on proprietary tools and resources that prefer not to use open-source solutions for their AI agents' security lifecycle management
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (benchflow-ai/awesome-evals) · observed Aug 28, 2026
- GitHub forks (benchflow-ai/awesome-evals) · observed Aug 28, 2026
- Last push (benchflow-ai/awesome-evals) · observed Aug 20, 2026
- License file (Other) · observed Aug 28, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ProjectRecon/awesome-ai-agents-security) · observed Sep 13, 2026
- GitHub forks (ProjectRecon/awesome-ai-agents-security) · observed Sep 13, 2026
- Last push (ProjectRecon/awesome-ai-agents-security) · observed Jun 12, 2026
- License file (Other) · observed Sep 13, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: awesome-evals 847 · awesome-ai-agents-security 71 (synced Aug 28, 2026).
Common questions
- What is the difference between awesome-evals and awesome-ai-agents-security?
- awesome-evals: A curated library of resources for building and evaluating AI agents. awesome-ai-agents-security: A curated list of open-source tools and resources for securing autonomous AI agents.. See the comparison table for live GitHub stats and shared categories.
- When should I choose awesome-evals over awesome-ai-agents-security?
- Choose awesome-evals over awesome-ai-agents-security when Tags unique to awesome-evals: agent-evaluation, benchmarks, llm-evaluation, rl-environments; Need diverse resources encompassing papers, blogs, talks, tools, and benchmarks specifically curated for AI agent evaluation; More GitHub stars (847 vs 71) - visibility, not fit.
- When should I choose awesome-ai-agents-security over awesome-evals?
- Choose awesome-ai-agents-security over awesome-evals when Tags unique to awesome-ai-agents-security: ai-security, autonomous-agents, cybersecurity, generative-ai; When needing a comprehensive overview of open-source tools for securing autonomous AI agents across different phases such as red teaming and runtime protection.
- When should I avoid awesome-evals?
- Require real-time interactive support or direct tool integrations not covered by a static resource list Seeking proprietary tools from specific vendors rather than open resources and community content
- When should I avoid awesome-ai-agents-security?
- When you require real-time threat intelligence feeds, which are not provided by this repository's static resource lists For organizations focusing on proprietary tools and resources that prefer not to use open-source solutions for their AI agents' security lifecycle management
- Is awesome-evals or awesome-ai-agents-security more popular on GitHub?
- awesome-evals has more GitHub stars (847 vs 71). Stars measure visibility, not whether either tool fits your constraints.
- Are awesome-evals and awesome-ai-agents-security open source?
- Yes - both are open-source projects on GitHub (awesome-evals: Other, awesome-ai-agents-security: Other).
- Where can I find alternatives to awesome-evals or awesome-ai-agents-security?
- GraphCanon lists graph-backed alternatives at awesome-evals alternatives and awesome-ai-agents-security alternatives (awesome-evals markdown twin, awesome-ai-agents-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, awesome-evals or awesome-ai-agents-security?
- awesome-evals: Active. awesome-ai-agents-security: 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 awesome-evals and awesome-ai-agents-security?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: awesome-evals trust report; awesome-ai-agents-security trust report.