Comparison
agenta vs labnotebook
Verdict
Pick agenta if agenta, an open-source LLMOps platform for prompt management, evaluation, and observability; pick labnotebook if labNotebook is designed for machine learning practitioners who require robust capabilities to monitor, record, and query their experiments within Jupyter Notebook environments leveraging PostgreSQL for data storage.
Markdown twin · agenta alternatives · labnotebook alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | agenta | labnotebook |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Dormant (3047d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Personal account As of 3w · 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.
- labnotebook
- Tool for monitoring and managing machine learning experiments
Stars
- agenta
- 4.4k
- labnotebook
- 528
Forks
- agenta
- 609
- labnotebook
- 38
Open issues
- agenta
- 270
- labnotebook
- 4
Language
- agenta
- TypeScript
- labnotebook
- Jupyter Notebook
Adopt for
- agenta
- Agenta, an open-source LLMOps platform for prompt management, evaluation, and observability.
- labnotebook
- LabNotebook is designed for machine learning practitioners who require robust capabilities to monitor, record, and query their experiments within Jupyter Notebook environments leveraging PostgreSQL for data storage.
Persona
- agenta
- -
- labnotebook
- -
Runtime
- agenta
- -
- labnotebook
- -
License
- agenta
- Other
- labnotebook
- MIT
Last pushed
- agenta
- Aug 7, 2026
- labnotebook
- Mar 31, 2018
Categories
- agenta
- Evaluation & Observability, LLM Frameworks
- labnotebook
- Data & Retrieval, Evaluation & Observability
Trust and health
Maintenance
- agenta
- Very active (96%)
- labnotebook
- Dormant (18%)
Days since push
- agenta
- 0d
- labnotebook
- 3047d
Open issues (now)
- agenta
- 270
- labnotebook
- 4
Stars delta
- agenta
- +170 (30d)
- labnotebook
- Unknown
Open issues delta
- agenta
- +109 (30d)
- labnotebook
- Unknown
Owner type
- agenta
- Organization
- labnotebook
- User
Full report
- agenta
- Trust report
- labnotebook
- Trust report
Choose agenta if…
- agenta is primarily TypeScript; labnotebook is Jupyter Notebook.
- License: agenta is Other, labnotebook is MIT.
- Tags unique to agenta: agents, evaluation, llm-as-a-judge, llm-evaluation.
- 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 labnotebook if…
- labnotebook is primarily Jupyter Notebook; agenta is TypeScript.
- License: labnotebook is MIT, agenta is Other.
- Tags unique to labnotebook: experiment-manager, experimental-data, machine-learning, postgres.
- Also covers Data & Retrieval.
- Use LabNotebook when you need a tool tailored specifically for managing machine learning experiment records in a Jupyter environment with PostgreSQL as your backend data store.
When NOT to use labnotebook
- Avoid using LabNotebook if your project does not require integration with Jupyter Notebooks or PostgreSQL databases.
- Do not choose LabNotebook when your primary use case involves real-time experimentation management without the need for detailed, persistent record-keeping.
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 (henripal/labnotebook) · observed Aug 3, 2026
- GitHub forks (henripal/labnotebook) · observed Aug 3, 2026
- Last push (henripal/labnotebook) · observed Mar 31, 2018
- License file (MIT) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agenta 4.4k · labnotebook 528 (synced Aug 7, 2026).
Common questions
- What is the difference between agenta and labnotebook?
- agenta: The open-source LLMOps platform for prompt management, evaluation, and observability.. labnotebook: Tool for monitoring and managing machine learning experiments. See the comparison table for live GitHub stats and shared categories.
- When should I choose agenta over labnotebook?
- Choose agenta over labnotebook when agenta is primarily TypeScript; labnotebook is Jupyter Notebook; License: agenta is Other, labnotebook is MIT; Tags unique to agenta: agents, evaluation, llm-as-a-judge, llm-evaluation; Also covers LLM Frameworks; Need a self-hosted solution with built-in prompt playground and LLM evaluation capabilities.
- When should I choose labnotebook over agenta?
- Choose labnotebook over agenta when labnotebook is primarily Jupyter Notebook; agenta is TypeScript; License: labnotebook is MIT, agenta is Other; Tags unique to labnotebook: experiment-manager, experimental-data, machine-learning, postgres; Also covers Data & Retrieval; Use LabNotebook when you need a tool tailored specifically for managing machine learning experiment records in a Jupyter environment with PostgreSQL as your backend data store.
- 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 labnotebook?
- Avoid using LabNotebook if your project does not require integration with Jupyter Notebooks or PostgreSQL databases. Do not choose LabNotebook when your primary use case involves real-time experimentation management without the need for detailed, persistent record-keeping.
- Is agenta or labnotebook more popular on GitHub?
- agenta has more GitHub stars (4,445 vs 528). Stars measure visibility, not whether either tool fits your constraints.
- Are agenta and labnotebook open source?
- Yes - both are open-source projects on GitHub (agenta: Other, labnotebook: MIT).
- Where can I find alternatives to agenta or labnotebook?
- GraphCanon lists graph-backed alternatives at agenta alternatives and labnotebook alternatives (agenta markdown twin, labnotebook 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 labnotebook?
- agenta: Very active. labnotebook: 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 labnotebook?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agenta trust report; labnotebook trust report.