Gumloop vs Make.com

Detailed side-by-side comparison to help you choose the right tool

Gumloop

🟡Low Code

AI workflow automation

A visual automation platform for building AI agents and workflows with hosted models, connectors, and governance.

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Starting Price

Free
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Make.com

🟢No Code

Automation & Workflows

Make.com: Visual automation platform with AI integration and workflow orchestration

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Starting Price

Free
Full ReviewVisit Site

Feature Comparison

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FeatureGumloopMake.com
CategoryAI workflow automationAutomation & Workflows
Pricing Plans8 tiers4 tiers
Starting PriceFreeFree
Key Features
  • • Visual AI automation framework for flows, agents, triggers, and app-connected work
  • • Prebuilt agent examples for data analysis, support triage, CRM work, meeting prep, and call analysis
  • • Free plan with 5k credits/month, one seat, one active trigger, and unlimited agents/flows
  • • Workflow Runtime
  • • Tool and API Connectivity
  • • State and Context Handling

Gumloop - Pros & Cons

Pros

  • ✓Fast visual composition
  • ✓Broad model choice
  • ✓Pay-as-you-go is off by default
  • ✓MCP expands interoperability
  • ✓Teamspaces support shared ownership

Cons

  • ✗Included credits do not roll over
  • ✗Cost has several components
  • ✗8% orchestration fee remains with BYOK
  • ✗Complex agent branches are harder to debug
  • ✗Enterprise pricing requires sales

Make.com - Pros & Cons

Pros

  • ✓Visual scenario builder supports routers, filters, scheduled runs, subscenarios, real-time execution monitoring, and reusable scenario templates.
  • ✓Large connector ecosystem with 3,000+ standard apps, 350+ AI apps, and 300+ Make API endpoints for custom automation work.
  • ✓Free plan includes 1,000 credits/month, 2 active scenarios, 3,000+ apps, routers and filters, and customer support with no time limit.
  • ✓Paid plans support unlimited active scenarios, 1-minute scheduling, higher data transfer limits, and access to the Make API starting at $12/month for 10,000 credits.
  • ✓Enterprise options include SSO, domain claim, on-prem agents for local systems such as SAP, advanced security features, 24/7 Enterprise support, and overage protection.
  • ✓Make is used by 400,000+ customers across 200+ countries and territories, backed by a team of 350+ employees and parent company Celonis.

Cons

  • ✗Credit-based billing can become hard to forecast because each module action in a scenario consumes credits.
  • ✗The Free plan is limited to 1,000 credits/month, 2 active scenarios, 15-minute minimum scheduling, 5-minute maximum execution time, and 5 MB file processing.
  • ✗Native AI features are useful for orchestration, but Make is not a full model development, vector database, or dedicated RAG platform.
  • ✗Advanced governance and security features such as SSO, domain claim, audit logs, 24/7 support, and on-prem agents are Enterprise-oriented.
  • ✗Complex scenarios still require careful technical design, especially when handling retries, data transformation, API limits, and high-volume AI calls.

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🔒 Security & Compliance Comparison

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Security FeatureGumloopMake.com
SOC2✅ Yes✅ Yes
GDPR✅ Yes✅ Yes
HIPAA❌ No❌ No
SSO—✅ Yes
Self-Hosted✅ Yes❌ No
On-Prem—✅ Yes
RBAC—✅ Yes
Audit Log—✅ Yes
Open Source❌ No❌ No
API Key Auth✅ Yes✅ Yes
Encryption at Rest—✅ Yes
Encryption in Transit—✅ Yes
Data Residency—US, EU
Data Retention—plan-dependent
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