Softwr

Automation Integration · head to head

CrewAI vs Gumloop

CrewAI logo

CrewAI

Automation Integration

The Enterprise Agent Build and Runtime for the work your business runs on

From
Free
Rated
-
Full reviewWebsite
Gumloop logo

Gumloop

AI

AI infrastructure platform for building and deploying autonomous agents

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: CrewAI free tier limited to only 50 workflow executions per month; Gumloop pro plan at $37/month may be limiting for enterprises considering spending caps

Where they differ

Only the attributes on which CrewAI and Gumloop actually diverge.

Attributes where CrewAI and Gumloop differ
AttributeCrewAIGumloop
Pricing modelfreemiumTiered subscription with usage credits
PlatformsWebWeb, Slack, Microsoft Teams, Gmail
CategoryAutomation IntegrationAI

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 CrewAI

Nothing recorded that Gumloop does not also cover.

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

What people use each for

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

CrewAI

  • Enriching sales leads with company revenue and insights automaticallynot Gumloop
  • Accelerating first contact with leads from multiple systemsnot Gumloop
  • Automating quality assurance testing for voice agentsnot Gumloop
  • Generating curriculum content and instructor materials instantlynot Gumloop

Gumloop

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

Where each one falls short

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

CrewAI

  • Free tier limited to only 50 workflow executions per month
  • Enterprise pricing is not published; requires contact for quote
  • No public information about paid tier pricing between free and enterprise

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

Pricing, plan by plan

CrewAI

Free
  • BasicFree
    • 50 workflow executions/month
    • Visual editor and AI copilot
    • GitHub integration
  • Enterprise$null/month
    • Custom pricing upon request
    • Everything in Basic plus advanced features
    • Enterprise connectors

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

Which should you pick?

Choose CrewAI if

  • You want to start without paying.
CrewAI review

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

Questions people ask

Is CrewAI or Gumloop better?
Neither clearly leads. CrewAI starts at Free and Gumloop at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, CrewAI or Gumloop?
CrewAI starts at Free and Gumloop at Free.
Does CrewAI or Gumloop run on more platforms?
CrewAI runs on Web. Gumloop runs on Web, Slack, Microsoft Teams, Gmail.
Can I use CrewAI for free?
Both have a free tier, so you can try either at no cost before committing.
What is CrewAI best used for?
CrewAI is most often used for enriching sales leads with company revenue and insights automatically, accelerating first contact with leads from multiple systems, automating quality assurance testing for voice agents, generating curriculum content and instructor materials instantly. Of those, enriching sales leads with company revenue and insights automatically and accelerating first contact with leads from multiple systems are not what Gumloop is typically brought in for.
What can CrewAI do that Gumloop cannot?
Gumloop covers No-code agent builder, 300+ app integrations, Company Brain, Self-improving agents.

Answered from the vendors’ own pages

CrewAI: Is CrewAI free?

CrewAI offers a free Basic tier that includes 50 workflow executions per month, access to the visual editor, AI copilot, and GitHub integration. Enterprise plans with custom pricing are available for larger deployments.

Source
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
CrewAI: How much does CrewAI Enterprise cost?

CrewAI Enterprise pricing is custom and available upon request. Enterprise includes dedicated VPC deployment, FedRamp High compliance, SSO and RBAC, PII redaction, and dedicated support with 45-day onboarding.

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
CrewAI: Can I self-host CrewAI?

Enterprise tier customers can deploy CrewAI on their own VPC or own infrastructure in addition to CrewAI cloud deployment, but specific pricing for self-hosted options is not published.

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
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