Visual no-code automation platform with AI agents connecting 3,000+ apps.
Gumloop vs Pipedream
Features, pricing, strengths and trade-offs — and which one fits your situation.
The verdict
Summary
Gumloop is best for aI-heavy workflows and agents for marketing, sales ops and data enrichment, while Pipedream is best for developers who want code-first workflows and API integrations for AI agents. Gumloop has a medium learning curve, compared with high for Pipedream. Both Gumloop and Pipedream offer a free plan, so you can try each before paying.
Which should you choose?
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
- You want something quicker to learn
- AI models are built in without needing separate API keys
Choose Pipedream if…
- You need developers who want code-first workflows and API integrations for AI agents
- You're one of: software developers, saas teams embedding integrations, builders of ai agents needing tool access
- Full code flexibility inside each step, including npm and PyPI packages
At a glance
| Gumloop | Pipedream | |
|---|---|---|
| Best for | AI-heavy workflows and agents for marketing, sales ops and data enrichment | Developers who want code-first workflows and API integrations for AI agents |
| Free plan | Yes | Yes |
| Starting price | From $37/mo | From $29/mo |
| Learning curve | Medium | High |
| Platforms | Web, Chrome extension, API | Web, API |
| Ideal for | Growth and marketing teams, Sales ops teams, Operations teams automating research, AI-first startups | Software developers, SaaS teams embedding integrations, Builders of AI agents needing tool access, Technical ops teams |
Feature comparison
| Gumloop | Pipedream | |
|---|---|---|
| Visual workflow builder | Yes | Yes |
| Integrations, approx. | 125+ | 3,000+ |
| AI agents | Yes | Yes |
| Self-hosting | No | No |
| Custom code steps | Yes | Yes |
| Webhooks | Yes | Yes |
| Human approval steps | — | Limited |
| Billed per | Credit | Credit |
IncludedLimited / higher plansNot available— Not confirmed
Security & enterprise
| Gumloop | Pipedream | |
|---|---|---|
| Business / enterprise plan | Yes | Yes |
| SSO (SAML / OIDC) | Enterprise plan | Business plan |
| SCIM user provisioning | Enterprise plan | — |
| SOC 2 | Type II | Type II |
| ISO 27001 | — | — |
| HIPAA (BAA available) | Eligible plans (BAA) | Enterprise plan (BAA) |
| GDPR DPA | — | — |
| Data residency options | Region of choice (VPC) | — |
| No training on your data | — | — |
| Audit logs | — | — |
| Admin controls | Yes | Yes |
| Deployment | Cloud, VPC | Cloud |
From each vendor's security documentation. "—" = not confirmed. What to ask vendors · Compare all tools
What each tool does
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
Pipedream
Pipedream is a developer-oriented integration platform that combines a workflow builder with code steps in Node.js, Python, Go and Bash, plus pre-built actions for thousands of APIs. It also offers Connect, which lets developers embed its integrations and managed auth into their own AI agents and products. Workday agreed to acquire Pipedream in November 2025.
Key features- Workflow builder mixing pre-built actions and code
- Code steps in Node.js, Python, Go and Bash
- 3,000+ app connectors with managed OAuth
- HTTP/webhook, schedule and email triggers
- Connect for embedding integrations and tools in AI agents
- Suspend and resume workflows for approvals
Pricing
Gumloop
Free plan / 14-day trial; paid from $37/mo
Pipedream
Free plan (10K invocations/mo); Advanced $29/mo; Business $99/mo
Prices last checked September 2026. Plans change often — confirm on each vendor's site.
Pros and cons
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.
Pipedream
Strengths- Full code flexibility inside each step, including npm and PyPI packages
- Managed authentication for thousands of APIs
- Free tier available for testing
- Well suited to building integrations into your own product
- Not beginner-friendly for non-developers
- No self-hosted edition
- Long-term product direction may shift following the Workday acquisition
- Approval steps require code rather than a dedicated no-code step
Not ideal for: Non-technical users who want a pure no-code builder should choose Zapier or Make instead.
Integrations
Gumloop
Pipedream
FAQ
What is the main difference between Gumloop and Pipedream?
Gumloop is built for aI-heavy workflows and agents for marketing, sales ops and data enrichment; Pipedream is built for developers who want code-first workflows and API integrations for AI agents.
Is Gumloop or Pipedream cheaper?
Gumloop starts from $37/mo and Pipedream starts from $29/mo (as of September 2026). On entry price, Pipedream is cheaper — but compare what each plan includes, since limits differ. Always confirm current pricing on each vendor's site.
Do Gumloop and Pipedream have free plans?
Both Gumloop and Pipedream offer a free plan, so you can try each before paying.
Which is easier to use, Gumloop or Pipedream?
Gumloop is generally quicker to learn (Gumloop: medium, Pipedream: high learning curve).
What are good alternatives to Gumloop and Pipedream?
Other automation tools worth comparing include Make, n8n and Lindy.
