--- title: "langflow vs beehive" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/langflow-ai-langflow-vs-muesli-beehive" tools: ["langflow-ai-langflow", "muesli-beehive"] --- # langflow vs beehive *GraphCanon updated Jul 15, 2026* ## Verdict Pick langflow when langflow is primarily Python; beehive is Go; pick beehive when beehive is primarily Go; langflow is Python. [langflow](http://www.langflow.org) reports 152k GitHub stars, 9.7k forks, and 975 open issues, last pushed Jul 11, 2026. [beehive](https://github.com/muesli/beehive) has 6.5k stars, 329 forks, and 119 open issues, last pushed Feb 25, 2023. Figures are from public GitHub metadata via [langflow's repository](https://github.com/langflow-ai/langflow) and [beehive's repository](https://github.com/muesli/beehive). | | [langflow](/tools/langflow-ai-langflow.md) | [beehive](/tools/muesli-beehive.md) | | --- | --- | --- | | Tagline | Langflow is a powerful tool for building and deploying AI-powered agents and workflows. | A flexible event/agent & automation system with lots of bees 🐝 | | Stars | 151,697 | 6,476 | | Forks | 9,654 | 329 | | Open issues | 975 | 119 | | Language | Python | Go | | Adopt for | Langflow specializes in creating and deploying AI agents and complex workflows through a versatile GUI-based approach. | - | | Persona | - | - | | Runtime | - | - | | License | MIT | AGPL-3.0 | | Categories | AI Agents, Inference & Serving | AI Agents, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [langflow](/tools/langflow-ai-langflow.md) | [beehive](/tools/muesli-beehive.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 0d | 1236d | | Open issues (now) | 975 | 119 | | Owner type | Organization | User | | Full report | [trust report](/tools/langflow-ai-langflow/trust.md) | [trust report](/tools/muesli-beehive/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; beehive is Go. - License: langflow is MIT, beehive is AGPL-3.0. - 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 beehive if… - beehive is primarily Go; langflow is Python. - License: beehive is AGPL-3.0, langflow is MIT. - Tags unique to beehive: automation, event-driven, go, hacktoberfest. - beehive ships Docker support for self-hosted deployment. ## 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 beehive - Last GitHub push was 1236 days ago (dormant maintenance, Feb 25, 2023). Validate activity before betting a new project on beehive. - 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 beehive? langflow: Langflow is a powerful tool for building and deploying AI-powered agents and workflows.. beehive: A flexible event/agent & automation system with lots of bees 🐝. See the comparison table for live GitHub stats and shared categories. ### When should I choose langflow over beehive? Choose langflow over beehive when langflow is primarily Python; beehive is Go; License: langflow is MIT, beehive is AGPL-3.0; 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 beehive over langflow? Choose beehive over langflow when beehive is primarily Go; langflow is Python; License: beehive is AGPL-3.0, langflow is MIT; Tags unique to beehive: automation, event-driven, go, hacktoberfest; beehive ships Docker support for self-hosted deployment. ### 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 beehive? Last GitHub push was 1236 days ago (dormant maintenance, Feb 25, 2023). Validate activity before betting a new project on beehive. 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 beehive more popular on GitHub? langflow has more GitHub stars (151,697 vs 6,476). Stars measure visibility, not whether either tool fits your constraints. ### Are langflow and beehive open source? Yes - both are open-source projects on GitHub (langflow: MIT, beehive: AGPL-3.0). ### Where can I find alternatives to langflow or beehive? GraphCanon lists graph-backed alternatives at [langflow alternatives](/tools/langflow-ai-langflow/alternatives) and [beehive alternatives](/tools/muesli-beehive/alternatives) ([langflow markdown twin](/tools/langflow-ai-langflow/alternatives.md), [beehive markdown twin](/tools/muesli-beehive/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-muesli-beehive.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, langflow or beehive? langflow: Very active. beehive: 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 langflow and beehive? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [langflow trust report](/tools/langflow-ai-langflow/trust); [beehive trust report](/tools/muesli-beehive/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/_