Zapier's on-ramp
Zapier's advantage is the on-ramp. Every automation is a linear chain of steps with a friendly editor, and the app library is the biggest on the market. If you want a form submission to land in a spreadsheet and ping Slack, Zapier gets you there in 10 minutes.
Make's payoff
Make's advantage is what happens after the first 20 automations. Its pricing is based on operations rather than task runs, so a scenario that does 5 things at once costs less than the equivalent in Zapier. It shows you the actual data flowing through each step, so when something breaks you can see where the payload is malformed instead of guessing.
The honest tradeoff
Make has a steeper first week. The visual editor uses different vocabulary (scenarios, modules, bundles) and its logic tools (routers, iterators, aggregators) are more powerful than Zapier's, which means more knobs to learn. But once a non-technical owner is over that hump, they usually don't want to go back.
The right call for most
Start on Zapier, migrate to Make when your monthly bill crosses the annoying threshold or when you want to build something Zapier can't handle without three chained zaps.
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