--- title: "langflow vs rundeck" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/langflow-ai-langflow-vs-rundeck-rundeck" tools: ["langflow-ai-langflow", "rundeck-rundeck"] --- # langflow vs rundeck *GraphCanon updated Jul 15, 2026* ## Verdict Pick langflow when langflow is primarily Python; rundeck is Groovy; pick rundeck when rundeck is primarily Groovy; langflow is Python. [langflow](http://www.langflow.org) reports 152k GitHub stars, 9.7k forks, and 975 open issues, last pushed Jul 11, 2026. [rundeck](http://rundeck.org) has 6.2k stars, 984 forks, and 677 open issues, last pushed Jul 14, 2026. Figures are from public GitHub metadata via [langflow's repository](https://github.com/langflow-ai/langflow) and [rundeck's repository](https://github.com/rundeck/rundeck). | | [langflow](/tools/langflow-ai-langflow.md) | [rundeck](/tools/rundeck-rundeck.md) | | --- | --- | --- | | Tagline | Langflow is a powerful tool for building and deploying AI-powered agents and workflows. | Enable Self-Service Operations: Give specific users access to your existing tools, services, and scripts | | Stars | 151,697 | 6,224 | | Forks | 9,654 | 984 | | Open issues | 975 | 677 | | Language | Python | Groovy | | Adopt for | Langflow specializes in creating and deploying AI agents and complex workflows through a versatile GUI-based approach. | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | AI Agents, Inference & Serving | AI Agents, Computer Vision, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [langflow](/tools/langflow-ai-langflow.md) | [rundeck](/tools/rundeck-rundeck.md) | | --- | --- | --- | | Open issues (now) | 975 | 677 | | Full report | [trust report](/tools/langflow-ai-langflow/trust.md) | [trust report](/tools/rundeck-rundeck/trust.md) | ## Decision facts: langflow - **Adopt for:** Langflow specializes in creating and deploying AI agents and complex workflows through a versatile GUI-based approach. ## Choose when ### Choose langflow if… - langflow is primarily Python; rundeck is Groovy. - License: langflow is MIT, rundeck is Apache-2.0. - Tags unique to langflow: agents, chatgpt, generative-ai, large-language-models. - - When you need an intuitive graphical interface to manage the creation of AI agents and workflows without deep coding knowledge. ### Choose rundeck if… - rundeck is primarily Groovy; langflow is Python. - License: rundeck is Apache-2.0, langflow is MIT. - Tags unique to rundeck: ansible, audit, automation, category-distributed. - Also covers Computer Vision. ## When NOT to use langflow - - For developers preferring a code-first approach who find GUI interfaces restrictive for customization and workflow. - - When the project does not align with or leverage the specific topics of focus such as ChatGPT, multi-agent systems, or requires integration with platforms that Langflow's graphical interface cannot ## When NOT to use rundeck - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ## Common questions ### What is the difference between langflow and rundeck? langflow: Langflow is a powerful tool for building and deploying AI-powered agents and workflows.. rundeck: Enable Self-Service Operations: Give specific users access to your existing tools, services, and scripts. See the comparison table for live GitHub stats and shared categories. ### When should I choose langflow over rundeck? Choose langflow over rundeck when langflow is primarily Python; rundeck is Groovy; License: langflow is MIT, rundeck is Apache-2.0; Tags unique to langflow: agents, chatgpt, generative-ai, large-language-models; - When you need an intuitive graphical interface to manage the creation of AI agents and workflows without deep coding knowledge. ### When should I choose rundeck over langflow? Choose rundeck over langflow when rundeck is primarily Groovy; langflow is Python; License: rundeck is Apache-2.0, langflow is MIT; Tags unique to rundeck: ansible, audit, automation, category-distributed; Also covers Computer Vision. ### When should I avoid langflow? - For developers preferring a code-first approach who find GUI interfaces restrictive for customization and workflow. - When the project does not align with or leverage the specific topics of focus such as ChatGPT, multi-agent systems, or requires integration with platforms that Langflow's graphical interface cannot ### When should I avoid rundeck? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ### Is langflow or rundeck more popular on GitHub? langflow has more GitHub stars (151,697 vs 6,224). Stars measure visibility, not whether either tool fits your constraints. ### Are langflow and rundeck open source? Yes - both are open-source projects on GitHub (langflow: MIT, rundeck: Apache-2.0). ### Where can I find alternatives to langflow or rundeck? GraphCanon lists graph-backed alternatives at [langflow alternatives](/tools/langflow-ai-langflow/alternatives) and [rundeck alternatives](/tools/rundeck-rundeck/alternatives) ([langflow markdown twin](/tools/langflow-ai-langflow/alternatives.md), [rundeck markdown twin](/tools/rundeck-rundeck/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/langflow-ai-langflow-vs-rundeck-rundeck.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, langflow or rundeck? langflow: Very active. rundeck: Very active. 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 langflow and rundeck? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [langflow trust report](/tools/langflow-ai-langflow/trust); [rundeck trust report](/tools/rundeck-rundeck/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=langflow-ai-langflow`](/api/graphcanon/graph?tool=langflow-ai-langflow) - 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/_