Gumloop vs Make.com

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

Gumloop

🟡Low Code

Automation & Workflows

Visual AI automation platform for building complex workflows with drag-and-drop nodes and AI processing.

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Starting Price

Free

Make.com

🟢No Code

automation

Visual automation platform with AI integration and workflow orchestration

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Starting Price

Free

Feature Comparison

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FeatureGumloopMake.com
CategoryAutomation & Workflowsautomation
Pricing Plans21 tiers42 tiers
Starting PriceFreeFree
Key Features
  • Workflow Runtime
  • Tool and API Connectivity
  • Visual Drag-and-Drop Builder
  • Workflow Runtime
  • Tool and API Connectivity
  • State and Context Handling

Gumloop - Pros & Cons

Pros

  • Visual canvas makes complex AI workflows easy to understand, modify, and debug without writing code
  • AI-native design treats LLM processing as a first-class automation step rather than a bolted-on integration
  • Web scraping with AI extraction is remarkably easy to set up — point at a URL and the AI identifies relevant content automatically
  • Batch processing handles large-scale operations efficiently with built-in rate limiting and error recovery
  • Credit-based pricing is transparent — standard AI calls cost 2 credits, advanced calls 20 credits, so costs are predictable
  • Recent $50M funding round (March 2026) signals strong platform investment and enterprise feature development

Cons

  • Credit consumption adds up fast with heavy AI model usage — batch workflows using GPT-4.1 or Claude can burn through Solo tier limits quickly
  • Complex workflows become visually cluttered on the canvas, making large automations harder to navigate and maintain
  • Fewer native integrations than established automation platforms like Zapier or Make — custom API nodes fill gaps but require more setup
  • Limited debugging tools when workflow steps fail — error messages don't always pinpoint the root cause in multi-step flows
  • No annual billing discounts advertised — monthly-only pricing makes it more expensive for committed long-term users

Make.com - Pros & Cons

Pros

  • Visual workflow builder
  • 3,000+ app integrations
  • Make AI integration
  • Make Grid orchestration

Cons

  • Learning curve
  • Pricing consideration
  • Technical requirements

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🔒 Security & Compliance Comparison

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