Visual no-code automation platform with AI agents connecting 3,000+ apps.
Dify vs Gumloop
Features, pricing, strengths and trade-offs — and which one fits your situation.
The verdict
Summary
Dify is best for building and self-hosting LLM apps, RAG chatbots and agentic workflows, while Gumloop is best for aI-heavy workflows and agents for marketing, sales ops and data enrichment. Only Dify offers self-hosting. Both Dify and Gumloop offer a free plan, so you can try each before paying.
Which should you choose?
Choose Dify if…
- You need building and self-hosting LLM apps, RAG chatbots and agentic workflows
- Self-hosting matters to you
- You're one of: developers building llm apps, teams needing on-premise ai, rag chatbot projects
- Open-source Community Edition can be self-hosted at no cost
Choose Gumloop if…
- You need aI-heavy workflows and agents for marketing, sales ops and data enrichment
- You're one of: growth and marketing teams, sales ops teams, operations teams automating research
- AI models are built in without needing separate API keys
At a glance
| Dify | Gumloop | |
|---|---|---|
| Best for | Building and self-hosting LLM apps, RAG chatbots and agentic workflows | AI-heavy workflows and agents for marketing, sales ops and data enrichment |
| Free plan | Yes | Yes |
| Starting price | From $590/workspace/yr | From $37/mo |
| Learning curve | Medium | Medium |
| Platforms | Web, API | Web, Chrome extension, API |
| Ideal for | Developers building LLM apps, Teams needing on-premise AI, RAG chatbot projects, AI product prototyping | Growth and marketing teams, Sales ops teams, Operations teams automating research, AI-first startups |
Feature comparison
| Dify | Gumloop | |
|---|---|---|
| Visual workflow builder | Yes | Yes |
| Integrations, approx. | Hundreds of plugins | 125+ |
| AI agents | Yes | Yes |
| Self-hosting | Yes | No |
| Custom code steps | Yes | Yes |
| Webhooks | Yes | Yes |
| Human approval steps | Yes | — |
| Billed per | Message credit | Credit |
IncludedLimited / higher plansNot available— Not confirmed
Security & enterprise
| Dify | Gumloop | |
|---|---|---|
| Business / enterprise plan | Yes | Yes |
| SSO (SAML / OIDC) | Enterprise plan | Enterprise plan |
| SCIM user provisioning | Enterprise plan | Enterprise plan |
| SOC 2 | Type II | Type II |
| ISO 27001 | Yes | — |
| HIPAA (BAA available) | — | Eligible plans (BAA) |
| GDPR DPA | Yes | — |
| Data residency options | — | Region of choice (VPC) |
| No training on your data | — | — |
| Audit logs | Enterprise plan | — |
| Admin controls | Yes | Yes |
| Deployment | Cloud, self-hosted, on-prem | Cloud, VPC |
From each vendor's security documentation. "—" = not confirmed. What to ask vendors · Compare all tools
What each tool does
Dify
Dify is an open-source platform for building AI applications, combining a visual workflow canvas, agent builder and RAG knowledge base pipeline. It can be used as a cloud service or self-hosted for free via the Community Edition. It is used mainly by developers and technical teams shipping AI chatbots, internal assistants and LLM-powered workflows.
Key features- Visual workflow and chatflow canvas
- Agent builder with tool calling
- RAG knowledge base with document ingestion
- Schedule, webhook and plugin triggers
- Human Input node for review and approval
- Plugin marketplace and API for every app
Gumloop
Gumloop is a no-code platform for building AI workflows on a node-based canvas and chat-style AI agents that call tools and run those workflows. Usage is metered in credits, with most native nodes free and AI model calls consuming credits. It is popular with growth, marketing and operations teams automating scraping, enrichment and content tasks.
Key features- Node-based visual workflow builder
- AI agents that call tools and workflows
- Agent Builder that creates agents from a prompt
- Custom nodes generated from plain-language descriptions
- Web scraping and data enrichment nodes
- Webhook, schedule and app triggers
Pricing
Dify
Free plan (Sandbox) + open-source self-hosted; Professional $590/workspace/year
Gumloop
Free plan / 14-day trial; paid from $37/mo
Prices last checked September 2026. Plans change often — confirm on each vendor's site.
Pros and cons
Dify
Strengths- Open-source Community Edition can be self-hosted at no cost
- Works with many LLM providers, including local models
- Every app is exposed as an API out of the box
- Built-in RAG pipeline removes the need for a separate vector tool
- Far fewer ready-made SaaS app connectors than Zapier or Make
- Free cloud Sandbox plan is limited to a handful of apps and message credits
- SSO and multiple workspaces require the Enterprise edition
- Self-hosting means managing Docker, upgrades and databases yourself
Not ideal for: Non-technical users who mainly want to connect everyday SaaS apps should look at Zapier or Make, which have far larger connector libraries.
Gumloop
Strengths- AI models are built in without needing separate API keys
- Strong scraping and enrichment nodes for sales and marketing data
- Unlimited seats on the Pro plan
- Agents and workflows live in the same product
- Native integration catalogue is small compared with Zapier or Make
- Credit usage can be hard to predict for AI-heavy flows
- Permanent free plan was replaced by a time-limited trial
- No self-hosting option outside Enterprise private infrastructure
Not ideal for: Teams that need thousands of niche app connectors or predictable per-task billing will find Zapier or Make a better fit.
Integrations
Dify
Gumloop
FAQ
What is the main difference between Dify and Gumloop?
Dify is built for building and self-hosting LLM apps, RAG chatbots and agentic workflows; Gumloop is built for aI-heavy workflows and agents for marketing, sales ops and data enrichment. Key differences: Dify offers self-hosting.
Is Dify or Gumloop cheaper?
Dify starts from $590/workspace/yr and Gumloop starts from $37/mo (as of September 2026). On entry price, Gumloop is cheaper — but compare what each plan includes, since limits differ. Always confirm current pricing on each vendor's site.
Do Dify and Gumloop have free plans?
Both Dify and Gumloop offer a free plan, so you can try each before paying.
Which is easier to use, Dify or Gumloop?
Both have a medium learning curve.
What are good alternatives to Dify and Gumloop?
Other automation tools worth comparing include Make, n8n and Lindy.
