Gumloop vs LangGraph
A side-by-side comparison of two ai agents tools — pricing, integrations, and the trade-offs that matter — so you can pick the right fit fast.
| Feature | Gumloop | LangGraph |
|---|---|---|
| Category | AI Agents | AI Agents |
| Pricing | Freemium · from Free / $97/mo | Freemium · from Free |
| Best for | Founders, Marketers, Product Managers | Developers |
| Use cases | automating business workflows, building AI agents, scraping and enrichment | Building stateful, multi-step agent applications, Designing complex agent logic with branching and loops, Creating production-grade controllable AI agents |
| Integrations | Google Sheets, Slack, OpenAI | LangChain, OpenAI API, Anthropic API |
| Rating | — | — |
| Website | Visit Gumloop | Visit LangGraph |
Gumloop
No-code platform for building AI automations.
Pros
- +No-code visual builder
- +Good for AI-heavy workflows
- +Reusable templates
- +Team collaboration
Cons
- –Pricing climbs with usage
- –Newer ecosystem
- –Fewer integrations than incumbents
LangGraph
Framework for building stateful, multi-agent AI workflows with LangChain.
Pros
- +Graph-based structure makes complex agent logic easier to control
- +Supports persistent state across multi-step workflows
- +Backed by the widely adopted LangChain ecosystem
Cons
- –Requires familiarity with graph-based programming concepts
- –Steeper learning curve than simpler linear agent frameworks
Gumloop vs LangGraph FAQ
- Is Gumloop better than LangGraph?
- Neither is universally better — both are ai agents tools. Gumloop (Freemium, from Free / $97/mo) is a strong fit for automating business workflows, while LangGraph (Freemium, from Free) suits Building stateful, multi-step agent applications. Pick by your primary use-case and budget.
- What is the main difference between Gumloop and LangGraph?
- Gumloop focuses on "No-code platform for building AI automations." whereas LangGraph focuses on "Framework for building stateful, multi-agent AI workflows with LangChain.". Their pricing starts at Free / $97/mo and Free respectively.
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