Comparison
agenta vs prometheus-eval
Verdict
Pick agenta if agenta, an open-source LLMOps platform for prompt management, evaluation, and observability; pick prometheus-eval if prometheus-Eval integrates Prometheus metrics with GPT-4 for evaluating LLM responses in Python, under the Apache-2.0 license.
Markdown twin · agenta alternatives · prometheus-eval alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | agenta | prometheus-eval |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Dormant (482d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of today · 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.
- prometheus-eval
- Evaluate your LLM's response with Prometheus and GPT4
Stars
- agenta
- 4.4k
- prometheus-eval
- 1.1k
Forks
- agenta
- 609
- prometheus-eval
- 68
Open issues
- agenta
- 270
- prometheus-eval
- 13
Language
- agenta
- TypeScript
- prometheus-eval
- Python
Adopt for
- agenta
- Agenta, an open-source LLMOps platform for prompt management, evaluation, and observability.
- prometheus-eval
- Prometheus-Eval integrates Prometheus metrics with GPT-4 for evaluating LLM responses in Python, under the Apache-2.0 license.
Persona
- agenta
- -
- prometheus-eval
- -
Runtime
- agenta
- -
- prometheus-eval
- -
License
- agenta
- Other
- prometheus-eval
- Apache-2.0
Last pushed
- agenta
- Aug 7, 2026
- prometheus-eval
- Apr 25, 2025
Categories
- agenta
- Evaluation & Observability, LLM Frameworks
- prometheus-eval
- Evaluation & Observability
Trust and health
Maintenance
- agenta
- Very active (96%)
- prometheus-eval
- Dormant (18%)
Days since push
- agenta
- 0d
- prometheus-eval
- 482d
Open issues (now)
- agenta
- 270
- prometheus-eval
- 13
Stars delta
- agenta
- +170 (30d)
- prometheus-eval
- +5 (30d)
Open issues delta
- agenta
- +109 (30d)
- prometheus-eval
- -1 (30d)
Full report
- agenta
- Trust report
- prometheus-eval
- Trust report
Choose agenta if…
- agenta is primarily TypeScript; prometheus-eval is Python.
- License: agenta is Other, prometheus-eval 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 prometheus-eval if…
- prometheus-eval is primarily Python; agenta is TypeScript.
- License: prometheus-eval is Apache-2.0, agenta is Other.
- Tags unique to prometheus-eval: gpt4, litellm, llm, llmops.
- - When you need detailed and automated evaluations of instruction-response pairs from large language models using both Prometheus metrics and insights from GPT-4.
When NOT to use prometheus-eval
- - If your project does not require Prometheus metrics or if you prefer not to integrate an additional service for evaluation.
- - When your organization has strict data policies that prohibit using GPT-4 for assessment purposes, such as in scenarios with sensitive data processing outside AWS.
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 (prometheus-eval/prometheus-eval) · observed Aug 21, 2026
- GitHub forks (prometheus-eval/prometheus-eval) · observed Aug 21, 2026
- Last push (prometheus-eval/prometheus-eval) · observed Apr 25, 2025
- License file (Apache-2.0) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agenta 4.4k · prometheus-eval 1.1k (synced Aug 7, 2026).
Common questions
- What is the difference between agenta and prometheus-eval?
- agenta: The open-source LLMOps platform for prompt management, evaluation, and observability.. prometheus-eval: Evaluate your LLM's response with Prometheus and GPT4. See the comparison table for live GitHub stats and shared categories.
- When should I choose agenta over prometheus-eval?
- Choose agenta over prometheus-eval when agenta is primarily TypeScript; prometheus-eval is Python; License: agenta is Other, prometheus-eval 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 prometheus-eval over agenta?
- Choose prometheus-eval over agenta when prometheus-eval is primarily Python; agenta is TypeScript; License: prometheus-eval is Apache-2.0, agenta is Other; Tags unique to prometheus-eval: gpt4, litellm, llm, llmops; - When you need detailed and automated evaluations of instruction-response pairs from large language models using both Prometheus metrics and insights from GPT-4.
- 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 prometheus-eval?
- - If your project does not require Prometheus metrics or if you prefer not to integrate an additional service for evaluation. - When your organization has strict data policies that prohibit using GPT-4 for assessment purposes, such as in scenarios with sensitive data processing outside AWS.
- Is agenta or prometheus-eval more popular on GitHub?
- agenta has more GitHub stars (4,445 vs 1,107). Stars measure visibility, not whether either tool fits your constraints.
- Are agenta and prometheus-eval open source?
- Yes - both are open-source projects on GitHub (agenta: Other, prometheus-eval: Apache-2.0).
- Where can I find alternatives to agenta or prometheus-eval?
- GraphCanon lists graph-backed alternatives at agenta alternatives and prometheus-eval alternatives (agenta markdown twin, prometheus-eval 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 prometheus-eval?
- agenta: Very active. prometheus-eval: Dormant. 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 prometheus-eval?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agenta trust report; prometheus-eval trust report.