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n8n vs Make vs Zapier for agent workflows

Automation platforms are becoming agent control planes. The trade-off is speed versus ownership.

hostingconnectorsAI stepsops

Short call

Use Zapier for broad SaaS coverage and quick internal automation. Use Make when the flow needs visual branching and better operational shape. Use n8n when ownership, self-hosting, and custom agent steps matter.

What to test

  • Build one workflow with a model call, a database write, and an approval step.
  • Check retry behavior and logs before judging the UI.
  • Confirm where secrets live.
  • Price the workflow at the expected monthly run volume.

Watch for

Agent workflows fail in boring places: rate limits, missing approvals, weak logs, and unclear ownership of credentials.