Comparison
1Panel vs langflow
Verdict
Pick 1Panel if 1Panel is a distinctive open-source VPS control panel with built-in support for Ollama models and OpenClaw agents, offering comprehensive server management through an intuitive web interface; pick langflow if langflow is a Python-based tool for building and deploying AI-powered agents and workflows, supporting multiagent systems and integration with large language models.
Markdown twin · 1Panel alternatives · langflow alternatives
GraphCanon updated Sep 30, 2026
22views this month
vs
Trust & integrity
| Signal | 1Panel | langflow |
|---|---|---|
| Maintenance | Very active (0d since push) As of Aug 19, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Aug 19, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No published findings from this source as of 2026-09-18 As of Sep 18, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- 1Panel
- A modern, open-source VPS control panel with native AI agent support
- langflow
- A tool for building and deploying AI-powered agents and workflows
Stars
- 1Panel
- 37k
- langflow
- 155k
Forks
- 1Panel
- 3.3k
- langflow
- 10k
Open issues
- 1Panel
- 292
- langflow
- 1.1k
Language
- 1Panel
- Go
- langflow
- Python
Adopt for
- 1Panel
- 1Panel is a distinctive open-source VPS control panel with built-in support for Ollama models and OpenClaw agents, offering comprehensive server management through an intuitive web interface.
- langflow
- Langflow is a Python-based tool for building and deploying AI-powered agents and workflows, supporting multiagent systems and integration with large language models.
Persona
- 1Panel
- -
- langflow
- -
Runtime
- 1Panel
- -
- langflow
- -
License
- 1Panel
- GPL-3.0
- langflow
- MIT
Last pushed
- 1Panel
- Aug 18, 2026
- langflow
- Sep 18, 2026
Categories
- 1Panel
- AI Agents, Developer Tools
- langflow
- AI Agents, Developer Tools
Trust and health
Open issues (now)
- 1Panel
- 292
- langflow
- 1.1k
Stars delta
- 1Panel
- +317 (30d)
- langflow
- +2.2k (30d)
Open issues delta
- 1Panel
- +3 (30d)
- langflow
- +114 (30d)
OSV dependency advisories
- 1Panel
- No lockfile (source not queried)
- langflow
- No published findings from this source as of 2026-09-18
Full report
- 1Panel
- Trust report
- langflow
- Trust report
Typed relationship
1Panel alternative langflowLangflow 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.
Choose 1Panel if…
- 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.
- - You require native support for running Ollama models directly through your VPS control panel.
When NOT to use 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.
Choose langflow if…
- langflow is primarily Python; 1Panel is Go.
- License: langflow is MIT, 1Panel is GPL-3.0.
- 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.
- When you need to develop AI agents and workflows that can integrate with large language models, as Langflow supports this integration directly.
When NOT to use langflow
- If your project does not require the use of large language models or multiagent systems, as Langflow's strengths lie in these areas.
- When you are working in an environment that does not support Python 3.10–3.14, as Langflow requires this specific version range.
- If you are looking for a tool that does not require the use of the uv package manager, as Langflow recommends uv for installation and running.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (1Panel-dev/1Panel) · observed Sep 20, 2026
- GitHub forks (1Panel-dev/1Panel) · observed Sep 20, 2026
- Last push (1Panel-dev/1Panel) · observed Aug 18, 2026
- License file (GPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (langflow-ai/langflow) · observed Sep 20, 2026
- GitHub forks (langflow-ai/langflow) · observed Sep 20, 2026
- Last push (langflow-ai/langflow) · observed Sep 18, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: 1Panel 37k · langflow 155k (synced Sep 20, 2026).
Common questions
- What is the difference between 1Panel and langflow?
- 1Panel: A modern, open-source VPS control panel with native AI agent support. langflow: A 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; - 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; 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; When you need to develop AI agents and workflows that can integrate with large language models, as Langflow supports this integration directly.
- 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?
- If your project does not require the use of large language models or multiagent systems, as Langflow's strengths lie in these areas. When you are working in an environment that does not support Python 3.10–3.14, as Langflow requires this specific version range. If you are looking for a tool that does not require the use of the uv package manager, as Langflow recommends uv for installation and running.
- Is 1Panel or langflow more popular on GitHub?
- langflow has more GitHub stars (154,963 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.