Comparison
agenta vs aqueduct
Verdict
Pick agenta if agenta, an open-source LLMOps platform for prompt management, evaluation, and observability; pick aqueduct if aqueduct is a deprecated Go-based tool for orchestrating LLM and ML workloads across various cloud infrastructures with Kubernetes support.
Markdown twin · agenta alternatives · aqueduct alternatives
GraphCanon updated 2w
Trust & integrity
| Signal | agenta | aqueduct |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Dormant (1152d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · 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.
- aqueduct
- Orchestrate LLM and ML workloads on any cloud infrastructure using Go.
Stars
- agenta
- 4.4k
- aqueduct
- 517
Forks
- agenta
- 609
- aqueduct
- 20
Open issues
- agenta
- 270
- aqueduct
- 11
Language
- agenta
- TypeScript
- aqueduct
- Go
Adopt for
- agenta
- Agenta, an open-source LLMOps platform for prompt management, evaluation, and observability.
- aqueduct
- Aqueduct is a deprecated Go-based tool for orchestrating LLM and ML workloads across various cloud infrastructures with Kubernetes support.
Persona
- agenta
- -
- aqueduct
- -
Runtime
- agenta
- -
- aqueduct
- -
License
- agenta
- Other
- aqueduct
- Apache-2.0
Last pushed
- agenta
- Aug 7, 2026
- aqueduct
- Jun 7, 2023
Categories
- agenta
- Evaluation & Observability, LLM Frameworks
- aqueduct
- Inference & Serving, LLM Frameworks, Model Training
Trust and health
Maintenance
- agenta
- Very active (96%)
- aqueduct
- Dormant (18%)
Days since push
- agenta
- 0d
- aqueduct
- 1152d
Open issues (now)
- agenta
- 270
- aqueduct
- 11
Stars delta
- agenta
- +170 (30d)
- aqueduct
- Unknown
Open issues delta
- agenta
- +109 (30d)
- aqueduct
- Unknown
Full report
- agenta
- Trust report
- aqueduct
- Trust report
Choose agenta if…
- agenta is primarily TypeScript; aqueduct is Go.
- License: agenta is Other, aqueduct is Apache-2.0.
- Tags unique to agenta: agents, evaluation, llm-as-a-judge, llm-evaluation.
- Also covers Evaluation & Observability.
- 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 aqueduct if…
- aqueduct is primarily Go; agenta is TypeScript.
- License: aqueduct is Apache-2.0, agenta is Other.
- Tags unique to aqueduct: ai, data, data-science, kubernetes.
- Also covers Inference & Serving, Model Training.
- When you need to deploy legacy workflows that depend on Aqueduct's specific implementation of custom ops for resource allocation and training.
When NOT to use aqueduct
- Avoid if active project maintenance or community support is required as Aqueduct is no longer maintained.
- Skip this tool for new projects focusing on state-of-the-art ML orchestration, opting instead for actively supported alternatives.
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 (RunLLM/aqueduct) · observed Aug 3, 2026
- GitHub forks (RunLLM/aqueduct) · observed Aug 3, 2026
- Last push (RunLLM/aqueduct) · observed Jun 7, 2023
- License file (Apache-2.0) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agenta 4.4k · aqueduct 517 (synced Aug 7, 2026).
Common questions
- What is the difference between agenta and aqueduct?
- agenta: The open-source LLMOps platform for prompt management, evaluation, and observability.. aqueduct: Orchestrate LLM and ML workloads on any cloud infrastructure using Go.. See the comparison table for live GitHub stats and shared categories.
- When should I choose agenta over aqueduct?
- Choose agenta over aqueduct when agenta is primarily TypeScript; aqueduct is Go; License: agenta is Other, aqueduct is Apache-2.0; Tags unique to agenta: agents, evaluation, llm-as-a-judge, llm-evaluation; Also covers Evaluation & Observability; Need a self-hosted solution with built-in prompt playground and LLM evaluation capabilities.
- When should I choose aqueduct over agenta?
- Choose aqueduct over agenta when aqueduct is primarily Go; agenta is TypeScript; License: aqueduct is Apache-2.0, agenta is Other; Tags unique to aqueduct: ai, data, data-science, kubernetes; Also covers Inference & Serving, Model Training; When you need to deploy legacy workflows that depend on Aqueduct's specific implementation of custom ops for resource allocation and training.
- 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 aqueduct?
- Avoid if active project maintenance or community support is required as Aqueduct is no longer maintained. Skip this tool for new projects focusing on state-of-the-art ML orchestration, opting instead for actively supported alternatives.
- Is agenta or aqueduct more popular on GitHub?
- agenta has more GitHub stars (4,445 vs 517). Stars measure visibility, not whether either tool fits your constraints.
- Are agenta and aqueduct open source?
- Yes - both are open-source projects on GitHub (agenta: Other, aqueduct: Apache-2.0).
- Where can I find alternatives to agenta or aqueduct?
- GraphCanon lists graph-backed alternatives at agenta alternatives and aqueduct alternatives (agenta markdown twin, aqueduct 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 aqueduct?
- agenta: Very active. aqueduct: 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 aqueduct?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agenta trust report; aqueduct trust report.