THE COMPARISON / A CLOSER LOOK
Gumloop vs n8n
Compare the listed plans, useful capabilities, and practical tradeoffs.
Prices and features reflect editorial records. Check vendor terms before you buy; documentary checks do not imply hands-on testing.
Gumloop
🟢No CodeAI Automation
Gumloop is a collaborative visual platform for building and governing AI agents and automations with multiple models, shared credentials, and MCP support.
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Starting Price
Freen8n
🟡Low CodeAI Automation
Source-available workflow automation platform with native AI agent and LangChain nodes, popular for self-hosted AI workflows.
SOURCE-CHECK COVERAGE
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Starting Price
FreeFeature Comparison
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Gumloop - Pros & Cons
Pros
- ✓Unlimited seats and agents reduce per-user friction for cross-functional collaboration
- ✓Pricing page clearly explains credits, orchestration fees, overages, and BYOK behavior
- ✓Supports 35+ models and combines visual building with CLI and GitHub-oriented features
- ✓Can host a custom MCP server and proxy MCP servers without separate infrastructure
Cons
- ✗Unused monthly credits do not roll over, reducing value for teams with uneven demand
- ✗Agents stop after included credits are exhausted unless pay-as-you-go is explicitly enabled
- ✗Bringing model-provider API keys increases the orchestration fee from 8% to 16%
- ✗RBAC, SCIM/SAML, audit logs, custom retention, and VPC deployment require custom Enterprise pricing
n8n - Pros & Cons
Pros
- ✓Self-hosted Community edition is free and runs anywhere — no per-task pricing tax
- ✓Native AI Agent node and LangChain blocks let you build real agents on a visual canvas
- ✓MCP Client node integrates n8n into the emerging MCP agent ecosystem
- ✓JavaScript code nodes provide escape hatches for anything the visual editor cannot express
Cons
- ✗Visual editor becomes noisy on workflows with dozens of branches and tool calls
- ✗Debugging long-running agent loops is still painful versus a real code IDE
- ✗Cloud tier execution caps can surprise heavy users — self-hosting is the practical path at scale
- ✗Sustainable Use License is fair-code, not OSI-approved open source, which some procurement teams flag
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