FinderAtlas
Sign in

CrewAI vs Gumloop

Features, pricing, ratings, and pros and cons, side by side.

CrewAI logo

CrewAI

Open-source multi-agent framework and enterprise platform for building and running AI agent workflows

Freemium
Visit websiteView details

Verdict

CrewAI is listed under Developer Tools and Gumloop under Productivity. Only CrewAI has a free plan or trial. Only Gumloop is available on Chrome Extension.

Best overall

Gumloop

  • Operations Teams
  • Marketing Teams
  • Sales and RevOps Teams
  • IT Administrators

Choose CrewAI if

  • You want a tool built for building multi-agent workflows in Python and moving them to a managed, governed runtime.
  • MIT-licensed core framework with a large open-source community (about 59,900 GitHub stars).
  • Separates agent collaboration (Crews) from deterministic workflow control (Flows).

Choose Gumloop if

  • You want a tool built for lead enrichment, CRM updates, meeting prep, SEO research, support triage, competitor monitoring and scheduled reporting across connected apps.
  • Model-agnostic, with 35+ models and bring-your-own-key support.
  • Unlimited agents, seats and teams on the $37 Pro plan.
Best value
CrewAI
Best for beginners
CrewAI
Best for business
CrewAI

Features

19 features compared.

  • Crews
    CrewAI
    Available
    Gumloop
    Not available
  • Flows
    CrewAI
    Available
    Gumloop
    Not available
  • Crew Studio
    CrewAI
    Available
    Gumloop
    Not available
  • Flexible Tools
    CrewAI
    Available
    Gumloop
    Not available
  • Managed Deployment
    CrewAI
    Available
    Gumloop
    Not available
  • Observability
    CrewAI
    Available
    Gumloop
    Not available
  • Guardrails and Scheduling
    CrewAI
    Available
    Gumloop
    Not available
  • Enterprise Governance
    CrewAI
    Available
    Gumloop
    Not available
  • REST API Access
    CrewAI
    Available
    Gumloop
    Not available
  • Agents
    CrewAI
    Not available
    Gumloop
    Available
  • Triggers
    CrewAI
    Not available
    Gumloop
    Available
  • Skills
    CrewAI
    Limited
    Gumloop
    Available
  • Artifacts
    CrewAI
    Not available
    Gumloop
    Available
  • Connectors and MCP
    CrewAI
    Not available
    Gumloop
    Available
  • Company Brain
    CrewAI
    Not available
    Gumloop
    Available
  • Model Choice and BYOK
    CrewAI
    Not available
    Gumloop
    Available
  • Enterprise Controls
    CrewAI
    Not available
    Gumloop
    Available
  • Developer Access
    CrewAI
    Not available
    Gumloop
    Available
  • Chrome Extension
    CrewAI
    Not available
    Gumloop
    Available

Limited means partial support or a paid add-on.

Pricing

Plans as listed by each vendor. Check their sites for current prices.

  • Pricing model
    CrewAI
    Freemium
    Gumloop
    Free trial
  • Free plan
    CrewAI
    Yes
    Gumloop
    No
  • Starting price
    CrewAI
    $0
    Gumloop
    $37
  • Plans
    CrewAI
    2 plans
    Gumloop
    2 plans

CrewAI plans

  • Basic

    $0

    Free AMP tier for trying the platform

    • Visual editor and AI copilot
    • GitHub integration
    • 50 workflow executions/month

  • Enterprise

    Custom/custom

    Organizations needing governance and private deployment

    • SSO and RBAC
    • PII redaction
    • dedicated VPC
    • cloud/VPC/own-infrastructure deployment
    • dedicated support
    • onboarding program

Gumloop plans

  • Pro

    Most popular

    $37/month

    Self-serve plan for teams building agents, with a 14-day free trial

    • Unlimited agents
    • 35+ models
    • 20,000 credits per month
    • unlimited seats and teams
    • Company Brain
    • Gumloop MCP and CLI
    • 5 concurrent workflow runs

  • Enterprise

    Custom/custom

    Governance, security and high-touch support for large organizations

    • Custom credits
    • role-based access control
    • SCIM/SAML
    • audit logs
    • org-wide connector policies
    • optional VPC
    • dedicated Slack support
    • optional embedded expert

Our ratings

Scored out of 10 by the Finder Atlas editorial team. Last reviewed October 2026.

CrewAI
7.9overall
Gumloop
8.0overall

CrewAI leads in 1 category and Gumloop in 1, with 3 tied.

  • Ease of Use

    Gumloop leads by 0.7
    CrewAI
    7.3
    Gumloop
    8.0

  • Feature Depth

    Tied
    CrewAI
    8.5
    Gumloop
    8.5

  • Value for Money

    CrewAI leads by 0.3
    CrewAI
    7.8
    Gumloop
    7.5

  • Performance & Speed

    Tied
    CrewAI
    7.8
    Gumloop
    7.8

  • Documentation & Support

    Tied
    CrewAI
    8.0
    Gumloop
    8.0

Scores weigh documented features, plan value, platform coverage, integrations and user feedback. A missing score means we have not rated that area yet.

Pros and cons

CrewAI

Pros

  • MIT-licensed core framework with a large open-source community (about 59,900 GitHub stars).
  • Separates agent collaboration (Crews) from deterministic workflow control (Flows).
  • Free AMP tier includes a visual editor and 50 workflow executions per month.
  • Enterprise options include SSO, RBAC, PII redaction and private VPC deployment.
  • Built-in tracing, guardrails and scheduling on the platform.

Cons

  • Paid pricing is not published; only a free tier and contact-sales Enterprise are shown.
  • Free tier is limited to 50 workflow executions per month.
  • Code-first Python framework, so it needs developer skills outside Crew Studio.

Gumloop

Pros

  • Model-agnostic, with 35+ models and bring-your-own-key support.
  • Unlimited agents, seats and teams on the $37 Pro plan.
  • Broad connector coverage, including external and custom MCP servers.
  • Developer surfaces include REST API, MCP server, CLI and SDKs.
  • Admin controls such as audit logs, RBAC, spend insights and optional VPC.

Cons

  • No permanent free plan; access starts with a 14-day trial of Pro.
  • Credit-based billing with an 8% orchestration fee (16% with BYOK) makes monthly cost harder to forecast.
  • Unused credits do not roll over, and agents stop at the 20,000 limit unless pay as you go is enabled.
  • Governance features such as RBAC, SCIM/SAML and audit logs are limited to the Enterprise plan.

Platforms

  • Web
    CrewAI
    Supported
    Gumloop
    Supported
  • Windows
    CrewAI
    Not supported
    Gumloop
    Not supported
  • macOS
    CrewAI
    Not supported
    Gumloop
    Not supported
  • iOS
    CrewAI
    Not supported
    Gumloop
    Not supported
  • Android
    CrewAI
    Not supported
    Gumloop
    Not supported
  • API
    CrewAI
    Supported
    Gumloop
    Supported
  • Browser Extension
    CrewAI
    Not supported
    Gumloop
    Not supported
  • CLI
    CrewAI
    Supported
    Gumloop
    Supported
  • Chrome Extension
    CrewAI
    Not supported
    Gumloop
    Supported

Integrations

CrewAI

1 integration
  • GitHub

Gumloop

18 integrations
  • Slack
  • Gmail
  • Salesforce
  • HubSpot
  • Notion
  • Linear
  • GitHub
  • Google Sheets
  • Gong
  • Salesloft
  • Jira
  • Zendesk
  • Stripe
  • Shopify
  • QuickBooks
  • Google Analytics
  • Google Search Console
  • Microsoft Teams

Company

  • Company
    CrewAI
    CrewAI Inc.
    Gumloop
    AgentHub Inc.
  • Founded
    CrewAI
    Not listed
    Gumloop
    2023
  • Headquarters
    CrewAI
    San Francisco, CA
    Gumloop
    San Francisco, CA
  • Listing
    CrewAI
    Claimed
    Gumloop
    Claimed

Frequently asked questions

Is CrewAI better than Gumloop?

It depends on your workflow. CrewAI is built for building multi-agent workflows in Python and moving them to a managed, governed runtime. Gumloop is built for lead enrichment, CRM updates, meeting prep, SEO research, support triage, competitor monitoring and scheduled reporting across connected apps.

What are the key feature differences between CrewAI and Gumloop?

CrewAI: Open-source multi-agent framework and enterprise platform for building and running AI agent workflows. Gumloop: Build AI agents that work across your company's apps, with IT in control.

Does CrewAI or Gumloop have a free plan?

CrewAI has a free plan or trial; Gumloop is paid only.

Which is cheaper, CrewAI or Gumloop?

CrewAI starts at $0 and Gumloop starts at $37. See the pricing table above for what each tier includes.