Comparison
agenta vs LLMStack
Verdict
Pick agenta if agenta, an open-source LLMOps platform for prompt management, evaluation, and observability; pick LLMStack if lLMStack is a no-code framework designed for building LLM Agents and complex workflows with data integration, suitable for teams that want to leverage AI without deep coding expertise.
Markdown twin · agenta alternatives · LLMStack alternatives
GraphCanon updated 4d
vs
Trust & integrity
| Signal | agenta | LLMStack |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1w · github_public_v1 | Dormant (612d since push) As of 4d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 4d · 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.
- LLMStack
- No-code multi-agent framework to build LLM Agents, workflows and applications with your data
Stars
- agenta
- 4.4k
- LLMStack
- 2.3k
Forks
- agenta
- 609
- LLMStack
- 347
Open issues
- agenta
- 270
- LLMStack
- 23
Language
- agenta
- TypeScript
- LLMStack
- Python
Adopt for
- agenta
- Agenta, an open-source LLMOps platform for prompt management, evaluation, and observability.
- LLMStack
- LLMStack is a no-code framework designed for building LLM Agents and complex workflows with data integration, suitable for teams that want to leverage AI without deep coding expertise.
Persona
- agenta
- -
- LLMStack
- -
Runtime
- agenta
- -
- LLMStack
- -
License
- agenta
- Other
- LLMStack
- Other
Last pushed
- agenta
- Aug 7, 2026
- LLMStack
- Dec 11, 2024
Categories
- agenta
- Evaluation & Observability, LLM Frameworks
- LLMStack
- AI Agents, LLM Frameworks
Trust and health
Maintenance
- agenta
- Very active (96%)
- LLMStack
- Dormant (18%)
Days since push
- agenta
- 0d
- LLMStack
- 612d
Open issues (now)
- agenta
- 270
- LLMStack
- 23
Stars delta
- agenta
- +170 (30d)
- LLMStack
- +2 (30d)
Open issues delta
- agenta
- +109 (30d)
- LLMStack
- -1 (30d)
Full report
- agenta
- Trust report
- LLMStack
- Trust report
Choose agenta if…
- agenta is primarily TypeScript; LLMStack is Python.
- Tags unique to agenta: evaluation, llm-as-a-judge, llm-evaluation, llm-monitoring.
- 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 LLMStack if…
- LLMStack is primarily Python; agenta is TypeScript.
- Tags unique to LLMStack: ai-agents-framework, generative-ai, llm-agents, llm-chain.
- Also covers AI Agents.
- Use LLMStack when you need a no-code solution to develop multi-agent systems based on large language models.
When NOT to use LLMStack
- Avoid using LLMStack if your project necessitates heavy customization or fine-tuning at the coding level, as it may limit flexibility compared to code-based alternatives.
- Not recommended for teams with robust software engineering capabilities and a need for detailed control over underlying AI model architectures.
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 (trypromptly/LLMStack) · observed Aug 16, 2026
- GitHub forks (trypromptly/LLMStack) · observed Aug 16, 2026
- Last push (trypromptly/LLMStack) · observed Dec 11, 2024
- License file (Other) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agenta 4.4k · LLMStack 2.3k (synced Aug 7, 2026).
Common questions
- What is the difference between agenta and LLMStack?
- agenta: The open-source LLMOps platform for prompt management, evaluation, and observability.. LLMStack: No-code multi-agent framework to build LLM Agents, workflows and applications with your data. See the comparison table for live GitHub stats and shared categories.
- When should I choose agenta over LLMStack?
- Choose agenta over LLMStack when agenta is primarily TypeScript; LLMStack is Python; Tags unique to agenta: evaluation, llm-as-a-judge, llm-evaluation, llm-monitoring; Also covers Evaluation & Observability; Need a self-hosted solution with built-in prompt playground and LLM evaluation capabilities.
- When should I choose LLMStack over agenta?
- Choose LLMStack over agenta when LLMStack is primarily Python; agenta is TypeScript; Tags unique to LLMStack: ai-agents-framework, generative-ai, llm-agents, llm-chain; Also covers AI Agents; Use LLMStack when you need a no-code solution to develop multi-agent systems based on large language models.
- 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 LLMStack?
- Avoid using LLMStack if your project necessitates heavy customization or fine-tuning at the coding level, as it may limit flexibility compared to code-based alternatives. Not recommended for teams with robust software engineering capabilities and a need for detailed control over underlying AI model architectures.
- Is agenta or LLMStack more popular on GitHub?
- agenta has more GitHub stars (4,445 vs 2,309). Stars measure visibility, not whether either tool fits your constraints.
- Are agenta and LLMStack open source?
- Yes - both are open-source projects on GitHub (agenta: Other, LLMStack: Other).
- Where can I find alternatives to agenta or LLMStack?
- GraphCanon lists graph-backed alternatives at agenta alternatives and LLMStack alternatives (agenta markdown twin, LLMStack 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 LLMStack?
- agenta: Very active. LLMStack: 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 LLMStack?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agenta trust report; LLMStack trust report.