--- title: "agenta vs llms-tools" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agenta-ai-agenta-vs-petroivaniuk-llms-tools" tools: ["agenta-ai-agenta", "petroivaniuk-llms-tools"] --- # agenta vs llms-tools *GraphCanon updated Aug 7, 2026* ## Verdict Pick agenta if agenta, an open-source LLMOps platform for prompt management, evaluation, and observability; pick llms-tools if covers tools and projects related to large language models with an emphazis on chatbots, LLM evaluation, data science, machine learning, including open-source solutions. [agenta](http://www.agenta.ai) reports 4.4k GitHub stars, 609 forks, and 270 open issues, last pushed Aug 7, 2026. [llms-tools](https://github.com/PetroIvaniuk/llms-tools) has 321 stars, 48 forks, and 5 open issues, last pushed Jun 1, 2026. Figures are from public GitHub metadata via [agenta's repository](https://github.com/Agenta-AI/agenta) and [llms-tools's repository](https://github.com/PetroIvaniuk/llms-tools). | | [agenta](/tools/agenta-ai-agenta.md) | [llms-tools](/tools/petroivaniuk-llms-tools.md) | | --- | --- | --- | | Tagline | The open-source LLMOps platform for prompt management, evaluation, and observability. | A list of LLMs Tools & Projects | | Stars | 4,445 | 321 | | Forks | 609 | 48 | | Open issues | 270 | 5 | | Language | TypeScript | - | | Adopt for | Agenta, an open-source LLMOps platform for prompt management, evaluation, and observability. | Covers tools and projects related to large language models with an emphazis on chatbots, LLM evaluation, data science, machine learning, including open-source solutions. | | Persona | - | - | | Runtime | - | - | | License | Other | Apache-2.0 | | Categories | Evaluation & Observability, LLM Frameworks | Evaluation & Observability, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agenta](/tools/agenta-ai-agenta.md) | [llms-tools](/tools/petroivaniuk-llms-tools.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Steady (60%) | | Days since push | 0d | 57d | | Open issues (now) | 270 | 5 | | Stars delta | +170 (30d) | Unknown | | Open issues delta | +109 (30d) | Unknown | | Owner type | Organization | User | | Full report | [trust report](/tools/agenta-ai-agenta/trust.md) | [trust report](/tools/petroivaniuk-llms-tools/trust.md) | ## Shared compatibility - **ChatGPT**: [agenta](/tools/agenta-ai-agenta.md) - Works with ChatGPT; [llms-tools](/tools/petroivaniuk-llms-tools.md) - Works with ChatGPT ## Decision facts: agenta - **Adopt for:** Agenta, an open-source LLMOps platform for prompt management, evaluation, and observability. ## Decision facts: llms-tools - **Adopt for:** Covers tools and projects related to large language models with an emphazis on chatbots, LLM evaluation, data science, machine learning, including open-source solutions. - **License detail:** Apache-2.0 ## Choose when ### Choose agenta if… - License: agenta is Other, llms-tools is Apache-2.0. - Tags unique to agenta: agents, evaluation, llm-as-a-judge, llm-monitoring. - Need a self-hosted solution with built-in prompt playground and LLM evaluation capabilities ### Choose llms-tools if… - License: llms-tools is Apache-2.0, agenta is Other. - Tags unique to llms-tools: ai, chat-bot, chatbots, chatgpt. - When you need a comprehensive list of resources specifically covering various aspects of developing or evaluating large language models involving chatbot technologies. ## 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 ## When NOT to use llms-tools - Avoid if the focus is on proprietary toolsets, as llms-tools leans towards listing more of its resources under open-source classification. - Not ideal when looking for detailed guides or tutorials to implement specific features, since it does not provide step-by-step instructions but instead a directory of relevant LLM tools. ## Common questions ### What is the difference between agenta and llms-tools? agenta: The open-source LLMOps platform for prompt management, evaluation, and observability.. llms-tools: A list of LLMs Tools & Projects. See the comparison table for live GitHub stats and shared categories. ### When should I choose agenta over llms-tools? Choose agenta over llms-tools when License: agenta is Other, llms-tools is Apache-2.0; Tags unique to agenta: agents, evaluation, llm-as-a-judge, llm-monitoring; Need a self-hosted solution with built-in prompt playground and LLM evaluation capabilities. ### When should I choose llms-tools over agenta? Choose llms-tools over agenta when License: llms-tools is Apache-2.0, agenta is Other; Tags unique to llms-tools: ai, chat-bot, chatbots, chatgpt; When you need a comprehensive list of resources specifically covering various aspects of developing or evaluating large language models involving chatbot technologies. ### 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 llms-tools? Avoid if the focus is on proprietary toolsets, as llms-tools leans towards listing more of its resources under open-source classification. Not ideal when looking for detailed guides or tutorials to implement specific features, since it does not provide step-by-step instructions but instead a directory of relevant LLM tools. ### Is agenta or llms-tools more popular on GitHub? agenta has more GitHub stars (4,445 vs 321). Stars measure visibility, not whether either tool fits your constraints. ### Are agenta and llms-tools open source? Yes - both are open-source projects on GitHub (agenta: Other, llms-tools: Apache-2.0). ### Where can I find alternatives to agenta or llms-tools? GraphCanon lists graph-backed alternatives at [agenta alternatives](/tools/agenta-ai-agenta/alternatives) and [llms-tools alternatives](/tools/petroivaniuk-llms-tools/alternatives) ([agenta markdown twin](/tools/agenta-ai-agenta/alternatives.md), [llms-tools markdown twin](/tools/petroivaniuk-llms-tools/alternatives.md)), 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](/compare/agenta-ai-agenta-vs-petroivaniuk-llms-tools.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agenta or llms-tools? agenta: Very active. llms-tools: Steady. 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 llms-tools? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agenta trust report](/tools/agenta-ai-agenta/trust); [llms-tools trust report](/tools/petroivaniuk-llms-tools/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agenta-ai-agenta`](/api/graphcanon/graph?tool=agenta-ai-agenta) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_