Match the tool to the shape of the job, not the brand name. Choose Zapier when the automation is simple and linear, you want it live today, and the app you need is almost certainly in its library: lead notifications, a form that drops a row into a sheet, a calendar booking that fires a confirmation.
Choose Make when the flow has real logic in it, branches, loops, conditional steps, batches of records, or enough volume that per-operation cost starts to matter, because it is both more capable and usually cheaper to run at that scale.
If you are comfortable self-hosting and want to escape per-operation pricing entirely, n8n is the third path: more setup, but the cheapest at high volume and your data stays on your own server. The honest move is to start on whichever tool fits the first job and only widen once it has proven itself.
