Comparison
agenta vs ragas
Verdict
Pick agenta if agenta, an open-source LLMOps platform for prompt management, evaluation, and observability; pick ragas if ragas is a Python-based tool designed to enhance the evaluation process of Large Language Model (LLM) applications through specialized workflows and performance insights.
Markdown twin · agenta alternatives · ragas alternatives
GraphCanon updated 1d
Trust & integrity
| Signal | agenta | ragas |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Slowing (176d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 1d · 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
- agenta
- The open-source LLMOps platform for prompt management, evaluation, and observability.
- ragas
- Supercharge Your LLM Application Evaluations 🚀
Stars
- agenta
- 4.4k
- ragas
- 15k
Forks
- agenta
- 609
- ragas
- 1.6k
Open issues
- agenta
- 270
- ragas
- 562
Language
- agenta
- TypeScript
- ragas
- Python
Adopt for
- agenta
- Agenta, an open-source LLMOps platform for prompt management, evaluation, and observability.
- ragas
- Ragas is a Python-based tool designed to enhance the evaluation process of Large Language Model (LLM) applications through specialized workflows and performance insights.
Persona
- agenta
- -
- ragas
- developer harness
Runtime
- agenta
- -
- ragas
- -
License
- agenta
- Other
- ragas
- Apache-2.0
Last pushed
- agenta
- Aug 7, 2026
- ragas
- Feb 24, 2026
Categories
- agenta
- Evaluation & Observability, LLM Frameworks
- ragas
- Evaluation & Observability
Trust and health
Maintenance
- agenta
- Very active (96%)
- ragas
- Slowing (36%)
Days since push
- agenta
- 0d
- ragas
- 176d
Open issues (now)
- agenta
- 270
- ragas
- 562
Stars delta
- agenta
- +170 (30d)
- ragas
- +470 (30d)
Open issues delta
- agenta
- +109 (30d)
- ragas
- +45 (30d)
Full report
- agenta
- Trust report
- ragas
- Trust report
Choose agenta if…
- agenta is primarily TypeScript; ragas is Python.
- License: agenta is Other, ragas is Apache-2.0.
- Tags unique to agenta: agents, llm-as-a-judge, llm-evaluation, llm-monitoring.
- Also covers LLM Frameworks.
- Need a self-hosted solution with built-in prompt playground and LLM evaluation capabilities
When NOT to use agenta
- Looking for a service without the need to manage self-hosting setup
- Require real-time collaboration features that are not provided within this platform's scope
Choose ragas if…
- ragas is primarily Python; agenta is TypeScript.
- License: ragas is Apache-2.0, agenta is Other.
- Requirements: Min 4 GB RAM.
- Tags unique to ragas: llm, llmops.
- When you need advanced tools tailored for evaluating LLM applications, as RAGAS offers specific optimizations not found in generic testing frameworks.
When NOT to use ragas
- If your application does not involve Large Language Models or if the evaluation needs are basic; RAGAS is optimized for LLM-specific evaluations which may be overkill for simpler systems.
- For projects that require real-time monitoring or continuous testing of live models where more dynamic observability tools might offer better support.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Agenta-AI/agenta) · observed Aug 7, 2026
- GitHub forks (Agenta-AI/agenta) · observed Aug 7, 2026
- Last push (Agenta-AI/agenta) · observed Aug 7, 2026
- License file (Other) · observed Aug 7, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (vibrantlabsai/ragas) · observed Aug 20, 2026
- GitHub forks (vibrantlabsai/ragas) · observed Aug 20, 2026
- Last push (vibrantlabsai/ragas) · observed Feb 24, 2026
- License file (Apache-2.0) · observed Aug 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agenta 4.4k · ragas 15k (synced Aug 7, 2026).
Common questions
- What is the difference between agenta and ragas?
- agenta: The open-source LLMOps platform for prompt management, evaluation, and observability.. ragas: Supercharge Your LLM Application Evaluations 🚀. See the comparison table for live GitHub stats and shared categories.
- When should I choose agenta over ragas?
- Choose agenta over ragas when agenta is primarily TypeScript; ragas is Python; License: agenta is Other, ragas is Apache-2.0; Tags unique to agenta: agents, llm-as-a-judge, llm-evaluation, llm-monitoring; Also covers LLM Frameworks; Need a self-hosted solution with built-in prompt playground and LLM evaluation capabilities.
- When should I choose ragas over agenta?
- Choose ragas over agenta when ragas is primarily Python; agenta is TypeScript; License: ragas is Apache-2.0, agenta is Other; Requirements: Min 4 GB RAM; Tags unique to ragas: llm, llmops; When you need advanced tools tailored for evaluating LLM applications, as RAGAS offers specific optimizations not found in generic testing frameworks.
- When should I avoid agenta?
- Looking for a service without the need to manage self-hosting setup Require real-time collaboration features that are not provided within this platform's scope
- When should I avoid ragas?
- If your application does not involve Large Language Models or if the evaluation needs are basic; RAGAS is optimized for LLM-specific evaluations which may be overkill for simpler systems. For projects that require real-time monitoring or continuous testing of live models where more dynamic observability tools might offer better support.
- Is agenta or ragas more popular on GitHub?
- ragas has more GitHub stars (15,388 vs 4,445). Stars measure visibility, not whether either tool fits your constraints.
- Are agenta and ragas open source?
- Yes - both are open-source projects on GitHub (agenta: Other, ragas: Apache-2.0).
- Where can I find alternatives to agenta or ragas?
- GraphCanon lists graph-backed alternatives at agenta alternatives and ragas alternatives (agenta markdown twin, ragas 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, agenta or ragas?
- agenta: Very active. ragas: 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 agenta and ragas?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agenta trust report; ragas trust report.