We get asked this every week. The honest answer is: it depends, but the gap is wider than you think.
## Zapier
Best for: simple linear flows, non-technical users, fast prototypes.
Cost ceiling: high. Once you cross 50k tasks per month, the bill outpaces the value.
## Make
Best for: visual thinkers, mid-complexity flows, branching logic.
Cost ceiling: medium. Cheaper than Zapier at scale, but still pay-per-operation.
## n8n
Best for: AI agents, complex logic, self-hosting, full control.
Cost ceiling: none if self-hosted. One server, unlimited workflows.
## The expensive mistake
Companies build a Zapier flow, hit the cost ceiling, then try to migrate. Migration is brutal because Zapier flows are not portable.
If you are building real agents, start in n8n. Self-host if data is sensitive. Use cloud n8n if speed matters more than the bill.