Workflow & Productivity · Head-to-head
Gumloop vs Langflow
Gumloop and Langflow are both workflow & productivity. Gumloop is No-code platform for building AI-powered workflow automations, while Langflow is a visual builder for AI agents and workflows that deploys each flow as an API or an MCP server. Here's an independent, side-by-side look at how they compare — and which fits.
A visual builder for AI agents and workflows that deploys each flow as an API or an MCP server.
Visit Langflow →Gumloop and Langflow take different routes to the same job: one is a commercial product, the other open-source and self-hostable. Choose based on whether you want a managed experience or full control.
Side by side
| Spec | Gumloop | Langflow |
|---|---|---|
| Type | Platform | Platform |
| Model | Commercial | Open source |
| Pricing | Freemium | Open source |
| GitHub stars | — | 155,164 |
| Language | — | Python |
| License | — | MIT |
| Last activity | — | Sep 2026 |
Key differences
- Gumloop is a commercial product; Langflow is open-source and self-hostable.
- Pricing model differs — Gumloop is freemium, Langflow is open source.
No-code AI workflow automation with a visual canvas.
Teams that want to prototype agent workflows visually and ship them as an API or MCP tool.
About Langflow
Langflow is an open-source platform for building and deploying AI agents and workflows. Flows are assembled in a visual editor, every component can be customised in Python, and an interactive playground tests them step by step; finished flows deploy as an API, export as JSON, or run as an MCP server that exposes them as tools. It supports the major LLMs and vector databases, integrates with LangSmith and Langfuse for observability, and offers a desktop app for Windows and macOS.
Full Langflow profile →Frequently asked
- What's the main difference between Gumloop and Langflow?
- Gumloop is a commercial product; Langflow is open-source and self-hostable.
- Is Gumloop or Langflow better?
- Neither is universally better. Gumloop is the stronger fit for No-code AI workflow automation with a visual canvas; Langflow for Teams that want to prototype agent workflows visually and ship them as an API or MCP tool. Use the side-by-side specs to decide by your own constraints.
- Is Gumloop or Langflow free?
- Gumloop is free to start (freemium), with paid tiers; Langflow is free to run and self-host.
- Which is more popular, Gumloop or Langflow?
- We rank open-source projects by GitHub adoption, but at least one of these is a commercial product and stars don't measure commercial adoption — so compare them on capabilities and pricing instead.
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