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AI · head to head

Gumloop vs Pipedream

Gumloop logo

Gumloop

AI

AI infrastructure platform for building and deploying autonomous agents

From
Free
Rated
-
Full reviewWebsite
Pipedream logo

Pipedream

Automation Integration

Build reliable workflows in minutes, not months

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Gumloop pro plan at $37/month may be limiting for enterprises considering spending caps; Pipedream the Internet Archive's capture of Pipedream's pricing page on 26 December 2023 listed Free at $0/month (750 credits/mo, 3 active workflows, 3 connected accounts), Basic at $19/month billed annually (2,000 credits, 20 workflows), Advanced at $49/month billed annually (5,000 credits, unlimited workflows), and Business at $99/month billed annually (dedicated VPC, SSO); Enterprise is by contact only.
  • They diverge on capability: Gumloop covers No-code agent builder, Pipedream covers Workflow builder.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Gumloop and Pipedream actually diverge.

Attributes where Gumloop and Pipedream differ
AttributeGumloopPipedream
Pricing modelTiered subscription with usage creditsusage-based
PlatformsWeb, Slack, Microsoft Teams, GmailWeb, Api
CategoryAIAutomation Integration
FoundedUnknown2018

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Gumloop

  • No-code agent builder
  • 300+ app integrations
  • Company Brain
  • Self-improving agents
  • Multi-channel deployment
  • Role-based access
  • Budget controls
  • Audit logging

Only in Pipedream

  • Workflow builder
  • Node.js scripting
  • Webhooks
  • Schedulers
  • Data transformation
  • Error handling
  • Analytics
  • Git integration

What people use each for

The jobs each tool is most often brought in to do.

Gumloop

  • CRM management and sales pipeline analysisnot Pipedream
  • Lead qualification and sales outreach automationnot Pipedream
  • Meeting preparation and call analysisnot Pipedream
  • Data analysis and automated reportingnot Pipedream
  • Content creation and knowledge base updatesnot Pipedream

Pipedream

  • Workflow Automationnot Gumloop
  • Data Integrationnot Gumloop
  • Process Automationnot Gumloop
  • App Integrationnot Gumloop
  • API Connectivitynot Gumloop

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Gumloop

  • Pro plan at $37/month may be limiting for enterprises considering spending caps
  • Requires enterprise plan for advanced security controls needed by large organizations
  • No permanent free tier beyond 14-day trial
  • Company Brain integration depends on having all tools connected

Pipedream

  • The Internet Archive's capture of Pipedream's pricing page on 26 December 2023 listed Free at $0/month (750 credits/mo, 3 active workflows, 3 connected accounts), Basic at $19/month billed annually (2,000 credits, 20 workflows), Advanced at $49/month billed annually (5,000 credits, unlimited workflows), and Business at $99/month billed annually (dedicated VPC, SSO); Enterprise is by contact only.

Pricing, plan by plan

Gumloop

Free
  • Free TrialFree
    • 14-day free trial of Pro plan
  • Enterprise$undefined/custom
    • Custom credit allocation
    • 35+ models plus custom proxy
    • Org-wide security controls

Pipedream

Free
  • FreeFree
    • 100000 executions/month
    • 1000 sources
    • Community support
  • Pro$50/month
    • 500000 executions/month
    • Unlimited sources
    • Email support
  • Business$250/month
    • Unlimited executions
    • Priority support
    • Advanced features

Which should you pick?

Choose Gumloop if

  • You need no-code agent builder.
  • You want to start without paying.
  • You work on Web, Slack, Microsoft Teams, Gmail.
  • You also want 300+ app integrations.
Gumloop review

Choose Pipedream if

  • You need workflow builder.
  • You want to start without paying.
  • You work on Web, Api.
  • You also want node.js scripting.
Pipedream review

Questions people ask

Is Gumloop or Pipedream better?
Neither clearly leads. Gumloop starts at Free and Pipedream at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Gumloop or Pipedream?
Gumloop starts at Free and Pipedream at Free.
Does Gumloop or Pipedream run on more platforms?
Gumloop runs on Web, Slack, Microsoft Teams, Gmail. Pipedream runs on Web, Api.
Can I use Gumloop for free?
Both have a free tier, so you can try either at no cost before committing.
What is Gumloop best used for?
Gumloop is most often used for crm management and sales pipeline analysis, lead qualification and sales outreach automation, meeting preparation and call analysis, data analysis and automated reporting. Of those, crm management and sales pipeline analysis and lead qualification and sales outreach automation are not what Pipedream is typically brought in for.
What can Gumloop do that Pipedream cannot?
Gumloop covers No-code agent builder, 300+ app integrations, Company Brain, Self-improving agents. Pipedream covers Workflow builder, Node.js scripting, Webhooks, Schedulers.

Answered from the vendors’ own pages

Gumloop: Can non-technical users build agents with Gumloop?

Yes, Gumloop is designed for domain experts without programming skills. The no-code interface enables anyone who understands a task to automate it without coding.

Source
Pipedream: What does Pipedream's free plan include?

The free plan provides access to Workflows and Connect for development purposes with limited active workflows and connected accounts. Development and testing workflows consume no credits.

Source
Gumloop: How many applications can Gumloop integrate with?

Gumloop integrates with 300+ business tools including Salesforce, HubSpot, Slack, Gmail, GitHub, Jira, and others. The Company Brain feature unifies data from all connected applications.

Source
Pipedream: How does Pipedream's credit-based billing work?

Pipedream charges one credit per 30 seconds of compute time at the default 256MB memory level. Increasing memory to 512MB doubles the credit cost. Paid plans include a base monthly credit allotment plus a platform fee.

Source
Gumloop: What security features does Enterprise include?

Enterprise plans offer SCIM and SAML support, SOC 2 Type II compliance, custom MCP server hosting, advanced admin features, audit logging, and VPC deployments for data isolation.

Source
Pipedream: What actions and operations consume credits?

Action executions, tool calls via MCP, deployed trigger emissions, and Connect proxy requests consume credits. Free operations include listing apps, account management, and the first 30 seconds of public registry source executions.

Source
Pipedream: How is Pipedream's Connect feature billed?

Connect billing includes API usage charges for operations and compute, plus per-end-user charges based on unique external users connecting accounts, not the number of accounts.

Source
Pipedream: What happens if I downgrade my plan?

Plan downgrades take effect at the end of the current billing cycle, and the new plan's limits are enforced at that time. Cancellation also takes effect at the end of the current period.

Source
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