--- title: "agenta vs ChainForge" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agenta-ai-agenta-vs-ianarawjo-chainforge" tools: ["agenta-ai-agenta", "ianarawjo-chainforge"] --- # agenta vs ChainForge *GraphCanon updated Aug 20, 2026* ## Verdict Pick agenta if agenta, an open-source LLMOps platform for prompt management, evaluation, and observability; pick ChainForge if web-based visual programming tool for prompt testing on LLMs; supports local installation and Docker for advanced feature access. [agenta](http://www.agenta.ai) reports 4.4k GitHub stars, 609 forks, and 270 open issues, last pushed Aug 7, 2026. [ChainForge](https://chainforge.ai/docs) has 3.0k stars, 256 forks, and 70 open issues, last pushed Jun 10, 2026. Figures are from public GitHub metadata via [agenta's repository](https://github.com/Agenta-AI/agenta) and [ChainForge's repository](https://github.com/ianarawjo/ChainForge). | | [agenta](/tools/agenta-ai-agenta.md) | [ChainForge](/tools/ianarawjo-chainforge.md) | | --- | --- | --- | | Tagline | The open-source LLMOps platform for prompt management, evaluation, and observability. | An open-source visual programming environment for battle-testing prompts to LLMs. | | Stars | 4,445 | 3,027 | | Forks | 609 | 256 | | Open issues | 270 | 70 | | Language | TypeScript | TypeScript | | Adopt for | Agenta, an open-source LLMOps platform for prompt management, evaluation, and observability. | Web-based visual programming tool for prompt testing on LLMs; supports local installation and Docker for advanced feature access. | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | 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) | [ChainForge](/tools/ianarawjo-chainforge.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Steady (60%) | | Days since push | 0d | 70d | | Open issues (now) | 270 | 70 | | Stars delta | +170 (30d) | +14 (30d) | | Open issues delta | +109 (30d) | +1 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/agenta-ai-agenta/trust.md) | [trust report](/tools/ianarawjo-chainforge/trust.md) | ## Decision facts: agenta - **Adopt for:** Agenta, an open-source LLMOps platform for prompt management, evaluation, and observability. ## Decision facts: ChainForge - **Adopt for:** Web-based visual programming tool for prompt testing on LLMs; supports local installation and Docker for advanced feature access. ## Choose when ### Choose agenta if… - License: agenta is Other, ChainForge is MIT. - Tags unique to agenta: agents, llm-as-a-judge, llm-evaluation, llm-monitoring. - Need a self-hosted solution with built-in prompt playground and LLM evaluation capabilities ### Choose ChainForge if… - License: ChainForge is MIT, agenta is Other. - Tags unique to ChainForge: ai, large language models, llmops. - ChainForge ships Docker support for self-hosted deployment. - Need extensive features beyond web limitations ## 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 ChainForge - Looking for a solution without local setup or Docker support - Prefer not managing API keys via environment variable configuration ## Common questions ### What is the difference between agenta and ChainForge? agenta: The open-source LLMOps platform for prompt management, evaluation, and observability.. ChainForge: An open-source visual programming environment for battle-testing prompts to LLMs.. See the comparison table for live GitHub stats and shared categories. ### When should I choose agenta over ChainForge? Choose agenta over ChainForge when License: agenta is Other, ChainForge is MIT; Tags unique to agenta: agents, llm-as-a-judge, llm-evaluation, llm-monitoring; Need a self-hosted solution with built-in prompt playground and LLM evaluation capabilities. ### When should I choose ChainForge over agenta? Choose ChainForge over agenta when License: ChainForge is MIT, agenta is Other; Tags unique to ChainForge: ai, large language models, llmops; ChainForge ships Docker support for self-hosted deployment; Need extensive features beyond web limitations. ### 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 ChainForge? Looking for a solution without local setup or Docker support Prefer not managing API keys via environment variable configuration ### Is agenta or ChainForge more popular on GitHub? agenta has more GitHub stars (4,445 vs 3,027). Stars measure visibility, not whether either tool fits your constraints. ### Are agenta and ChainForge open source? Yes - both are open-source projects on GitHub (agenta: Other, ChainForge: MIT). ### Where can I find alternatives to agenta or ChainForge? GraphCanon lists graph-backed alternatives at [agenta alternatives](/tools/agenta-ai-agenta/alternatives) and [ChainForge alternatives](/tools/ianarawjo-chainforge/alternatives) ([agenta markdown twin](/tools/agenta-ai-agenta/alternatives.md), [ChainForge markdown twin](/tools/ianarawjo-chainforge/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-ianarawjo-chainforge.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agenta or ChainForge? agenta: Very active. ChainForge: 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 ChainForge? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agenta trust report](/tools/agenta-ai-agenta/trust); [ChainForge trust report](/tools/ianarawjo-chainforge/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/_