1Panel vs langflow

Common questions

What is the difference between 1Panel and langflow?

1Panel: A modern, open-source VPS control panel with native AI agent support. langflow: Tool for building and deploying AI-powered agents and workflows. See the comparison table for live GitHub stats and shared categories.

When should I choose 1Panel over langflow?

Choose 1Panel over langflow when 1Panel is primarily Go; langflow is Python; License: 1Panel is GPL-3.0, langflow is MIT; Requirements: Min 1 GB RAM; Linux VPS required (Debian / Ubuntu / CentOS / Rocky); Langflow and 1Panel both offer tools for building AI-powered agents and workflows, but Langflow focuses more on the workflow design aspect rather than server or control panel features; Tags unique to 1Panel: agent, docker, linux, ollama; Also covers Developer Tools; - You require native support for running Ollama models directly through your VPS control panel.

When should I choose langflow over 1Panel?

Choose langflow over 1Panel when langflow is primarily Python; 1Panel is Go; License: langflow is MIT, 1Panel is GPL-3.0; Pricing: Open-source under MIT license with community and commercial options available; the OSS version is free to use at your own risk.; Requirements: Min 4 GB RAM; Requires Docker; Requires Python 3.10–3.14, the recommended uv package manager is beneficial but not explicitly required for installation.; Docker can be used to start a Langflow container with default settings.; Langflow and 1Panel both offer tools for building AI-powered agents and workflows, but Langflow focuses more on the workflow design aspect rather than server or control panel features; Tags unique to langflow: agents, chatgpt, generative-ai, large language models; Also covers Model Training; Use Langflow if you are working with Python versions from 3.10 to 3.14, as these versions are specifically supported for seamless operation of the tool.

When should I avoid 1Panel?

- If you do not need or want the specific features of Ollama models and OpenClaw agents support and prefer a more generalized VPS management platform. - For environments where existing tools already sufficiently manage your server stacks without requiring integration of AI agent functionalities.

When should I avoid langflow?

Do not use Langflow if your Python environment does not align with version constraints between 3.10 and 3.14. Langflow may not be the best fit if you are seeking a platform that operates without any language model integration, as it fundamentally relies on such models for its functionality.

Is 1Panel or langflow more popular on GitHub?

langflow has more GitHub stars (152,744 vs 36,570). Stars measure visibility, not whether either tool fits your constraints.

Are 1Panel and langflow open source?

Yes - both are open-source projects on GitHub (1Panel: GPL-3.0, langflow: MIT).

Where can I find alternatives to 1Panel or langflow?

GraphCanon lists graph-backed alternatives at 1Panel alternatives and langflow alternatives (1Panel markdown twin, langflow 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, 1Panel or langflow?

1Panel: Very active. langflow: 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 1Panel and langflow?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: 1Panel trust report; langflow trust report.