Comparison
agenta vs oss-llmops-stack
Verdict
Pick agenta if agenta, an open-source LLMOps platform for prompt management, evaluation, and observability; pick oss-llmops-stack if the OSS LLMOps Stack is designed for managing and unifying LLM APIs with LiteLLM, and providing detailed observability through Langfuse.
Markdown twin · agenta alternatives · oss-llmops-stack alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | agenta | oss-llmops-stack |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Very active (0d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization 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
- agenta
- The open-source LLMOps platform for prompt management, evaluation, and observability.
- oss-llmops-stack
- Modular open source LLMOps stack for LLM API unification, observability and prompt management
Stars
- agenta
- 4.4k
- oss-llmops-stack
- 142
Forks
- agenta
- 609
- oss-llmops-stack
- 7
Open issues
- agenta
- 270
- oss-llmops-stack
- 1
Language
- agenta
- TypeScript
- oss-llmops-stack
- -
Adopt for
- agenta
- Agenta, an open-source LLMOps platform for prompt management, evaluation, and observability.
- oss-llmops-stack
- The OSS LLMOps Stack is designed for managing and unifying LLM APIs with LiteLLM, and providing detailed observability through Langfuse.
Persona
- agenta
- -
- oss-llmops-stack
- -
Runtime
- agenta
- -
- oss-llmops-stack
- -
License
- agenta
- Other
- oss-llmops-stack
- MIT
Last pushed
- agenta
- Aug 7, 2026
- oss-llmops-stack
- Jul 28, 2026
Categories
- agenta
- Evaluation & Observability, LLM Frameworks
- oss-llmops-stack
- Evaluation & Observability, Inference & Serving
Trust and health
Open issues (now)
- agenta
- 270
- oss-llmops-stack
- 1
Stars delta
- agenta
- +170 (30d)
- oss-llmops-stack
- Unknown
Open issues delta
- agenta
- +109 (30d)
- oss-llmops-stack
- Unknown
Full report
- agenta
- Trust report
- oss-llmops-stack
- Trust report
Choose agenta if…
- License: agenta is Other, oss-llmops-stack is MIT.
- Tags unique to agenta: agents, evaluation, llm-as-a-judge, 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 oss-llmops-stack if…
- License: oss-llmops-stack is MIT, agenta is Other.
- Requirements: Ensure your environment supports both LiteLLM and Langfuse functionalities for seamless operation of the OSS LLMOps Stack.; Consider server capacity to handle the additional load introduced by using this stack for API unification and observability services..
- Tags unique to oss-llmops-stack: ai-gateway, open-source.
- Also covers Inference & Serving.
- When you need to unify Multiple Large Language Model (LLM) APIs using LiteLLM's API mediation capabilities for efficient routing, cost control, and high-availability support.
When NOT to use oss-llmops-stack
- If your operational requirements are simple and you do not need comprehensive observability metrics or advanced LLM API unification capabilities provided by the stack.
- In scenarios where you prefer a proprietary software solution over an open-source tool for security, support, or compliance reasons.
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 (langfuse/oss-llmops-stack) · observed Jul 29, 2026
- GitHub forks (langfuse/oss-llmops-stack) · observed Jul 29, 2026
- Last push (langfuse/oss-llmops-stack) · observed Jul 28, 2026
- License file (MIT) · observed Jul 29, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agenta 4.4k · oss-llmops-stack 142 (synced Aug 7, 2026).
Common questions
- What is the difference between agenta and oss-llmops-stack?
- agenta: The open-source LLMOps platform for prompt management, evaluation, and observability.. oss-llmops-stack: Modular open source LLMOps stack for LLM API unification, observability and prompt management. See the comparison table for live GitHub stats and shared categories.
- When should I choose agenta over oss-llmops-stack?
- Choose agenta over oss-llmops-stack when License: agenta is Other, oss-llmops-stack is MIT; Tags unique to agenta: agents, evaluation, llm-as-a-judge, llm-monitoring; Also covers LLM Frameworks; Need a self-hosted solution with built-in prompt playground and LLM evaluation capabilities.
- When should I choose oss-llmops-stack over agenta?
- Choose oss-llmops-stack over agenta when License: oss-llmops-stack is MIT, agenta is Other; Requirements: Ensure your environment supports both LiteLLM and Langfuse functionalities for seamless operation of the OSS LLMOps Stack.; Consider server capacity to handle the additional load introduced by using this stack for API unification and observability services.; Tags unique to oss-llmops-stack: ai-gateway, open-source; Also covers Inference & Serving; When you need to unify Multiple Large Language Model (LLM) APIs using LiteLLM's API mediation capabilities for efficient routing, cost control, and high-availability support.
- 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 oss-llmops-stack?
- If your operational requirements are simple and you do not need comprehensive observability metrics or advanced LLM API unification capabilities provided by the stack. In scenarios where you prefer a proprietary software solution over an open-source tool for security, support, or compliance reasons.
- Is agenta or oss-llmops-stack more popular on GitHub?
- agenta has more GitHub stars (4,445 vs 142). Stars measure visibility, not whether either tool fits your constraints.
- Are agenta and oss-llmops-stack open source?
- Yes - both are open-source projects on GitHub (agenta: Other, oss-llmops-stack: MIT).
- Where can I find alternatives to agenta or oss-llmops-stack?
- GraphCanon lists graph-backed alternatives at agenta alternatives and oss-llmops-stack alternatives (agenta markdown twin, oss-llmops-stack 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 oss-llmops-stack?
- agenta: Very active. oss-llmops-stack: 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 agenta and oss-llmops-stack?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agenta trust report; oss-llmops-stack trust report.