Comparison
raga-llm-hub vs frai
Verdict
Pick raga-llm-hub if raga LLM-Hub is a Python-based framework for evaluating large language models, enforcing guardrails, and ensuring security during the operation of these models; pick frai if frai is an open-source toolkit that uses CLI and SDK to scan code for responsible AI development purposes, generating model cards, risk assessments, and evaluations.
Markdown twin · raga-llm-hub alternatives · frai alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | raga-llm-hub | frai |
|---|---|---|
| Maintenance | Dormant (687d since push) As of 4w · github_public_v1 | Very active (3d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Personal account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No published findings from this source as of 2026-07-15 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
- raga-llm-hub
- Framework for LLM evaluation, guardrails and security
- frai
- A toolkit for responsible AI development that generates model cards, risk assessments, and evals via CLI and SDK.
Stars
- raga-llm-hub
- 114
- frai
- 53
Forks
- raga-llm-hub
- 14
- frai
- 4
Open issues
- raga-llm-hub
- 2
- frai
- 0
Language
- raga-llm-hub
- Python
- frai
- JavaScript
Adopt for
- raga-llm-hub
- Raga LLM-Hub is a Python-based framework for evaluating large language models, enforcing guardrails, and ensuring security during the operation of these models.
- frai
- frai is an open-source toolkit that uses CLI and SDK to scan code for responsible AI development purposes, generating model cards, risk assessments, and evaluations.
Persona
- raga-llm-hub
- -
- frai
- -
Runtime
- raga-llm-hub
- -
- frai
- -
License
- raga-llm-hub
- The license for Raga LLM-Hub differs from common Open Source licenses like MIT or Apache, implying specific conditions that might affect its usability in open projects.
- frai
- MIT
Last pushed
- raga-llm-hub
- Sep 9, 2024
- frai
- Aug 5, 2026
Categories
- raga-llm-hub
- Evaluation & Observability
- frai
- Developer Tools, Evaluation & Observability
Trust and health
Maintenance
- raga-llm-hub
- Dormant (18%)
- frai
- Very active (96%)
Days since push
- raga-llm-hub
- 687d
- frai
- 3d
Open issues (now)
- raga-llm-hub
- 2
- frai
- 0
Owner type
- raga-llm-hub
- Organization
- frai
- User
OSV dependency advisories
- raga-llm-hub
- No lockfile (source not queried)
- frai
- No published findings from this source as of 2026-07-15
Full report
- raga-llm-hub
- Trust report
- frai
- Trust report
Choose raga-llm-hub if…
- raga-llm-hub is primarily Python; frai is JavaScript.
- License: raga-llm-hub is Other, frai is MIT.
- Pricing: Pricing information is not specified; it operates under a unique licensing model which may or may not have restrictive terms for commercial use..
- Requirements: Requires Python installation and environment to set up.; Installation is straightforward through pip but the broader dependencies should be checked as per project requirements..
- Tags unique to raga-llm-hub: guardrails, llm security, llm-evaluation, llmops.
- When you need to conduct detailed evaluations on large language models and require specific methods to enforce guardrails and maintain security within your application or environment.
When NOT to use raga-llm-hub
- If you are working in an environment where the use of Python is not feasible or desired, as Raga LLM-Hub's functionality is deeply integrated within Python.
- Avoid using if your primary need does not include guardrails enforcement and security features for LLMs, since Raga LLM Hub emphasizes these aspects.
Choose frai if…
- frai is primarily JavaScript; raga-llm-hub is Python.
- License: frai is MIT, raga-llm-hub is Other.
- Tags unique to frai: ai-compliance, audit, bias, evaluation.
- Also covers Developer Tools.
- Use when you need to comply with specific safety standards in AI projects using JavaScript framework.
When NOT to use frai
- Avoid if your development environment strictly requires non-JavaScript languages for tool integration.
- Not advisable if automated governance and scanning tools are not aligned with organizational compliance policies.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (raga-ai-hub/raga-llm-hub) · observed Jul 29, 2026
- GitHub forks (raga-ai-hub/raga-llm-hub) · observed Jul 29, 2026
- Last push (raga-ai-hub/raga-llm-hub) · observed Sep 9, 2024
- License file (Other) · observed Jul 29, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (sebuzdugan/frai) · observed Aug 9, 2026
- GitHub forks (sebuzdugan/frai) · observed Aug 9, 2026
- Last push (sebuzdugan/frai) · observed Aug 5, 2026
- License file (MIT) · observed Aug 9, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: raga-llm-hub 114 · frai 53 (synced Jul 29, 2026).
Common questions
- What is the difference between raga-llm-hub and frai?
- raga-llm-hub: Framework for LLM evaluation, guardrails and security. frai: A toolkit for responsible AI development that generates model cards, risk assessments, and evals via CLI and SDK.. See the comparison table for live GitHub stats and shared categories.
- When should I choose raga-llm-hub over frai?
- Choose raga-llm-hub over frai when raga-llm-hub is primarily Python; frai is JavaScript; License: raga-llm-hub is Other, frai is MIT; Pricing: Pricing information is not specified; it operates under a unique licensing model which may or may not have restrictive terms for commercial use.; Requirements: Requires Python installation and environment to set up.; Installation is straightforward through pip but the broader dependencies should be checked as per project requirements.; Tags unique to raga-llm-hub: guardrails, llm security, llm-evaluation, llmops; When you need to conduct detailed evaluations on large language models and require specific methods to enforce guardrails and maintain security within your application or environment.
- When should I choose frai over raga-llm-hub?
- Choose frai over raga-llm-hub when frai is primarily JavaScript; raga-llm-hub is Python; License: frai is MIT, raga-llm-hub is Other; Tags unique to frai: ai-compliance, audit, bias, evaluation; Also covers Developer Tools; Use when you need to comply with specific safety standards in AI projects using JavaScript framework.
- When should I avoid raga-llm-hub?
- If you are working in an environment where the use of Python is not feasible or desired, as Raga LLM-Hub's functionality is deeply integrated within Python. Avoid using if your primary need does not include guardrails enforcement and security features for LLMs, since Raga LLM Hub emphasizes these aspects.
- When should I avoid frai?
- Avoid if your development environment strictly requires non-JavaScript languages for tool integration. Not advisable if automated governance and scanning tools are not aligned with organizational compliance policies.
- Is raga-llm-hub or frai more popular on GitHub?
- raga-llm-hub has more GitHub stars (114 vs 53). Stars measure visibility, not whether either tool fits your constraints.
- Are raga-llm-hub and frai open source?
- Yes - both are open-source projects on GitHub (raga-llm-hub: Other, frai: MIT).
- Where can I find alternatives to raga-llm-hub or frai?
- GraphCanon lists graph-backed alternatives at raga-llm-hub alternatives and frai alternatives (raga-llm-hub markdown twin, frai 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, raga-llm-hub or frai?
- raga-llm-hub: Dormant. frai: Very 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 raga-llm-hub and frai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: raga-llm-hub trust report; frai trust report.