n8n vs Zapier vs Make: which automation tool in 2026?

Every Monday I used to copy the same three fields from a spreadsheet into Slack by hand. So I picked one small workflow, a new spreadsheet row gets summarized by AI and posted to a channel, and put it through n8n, Zapier, and Make to find out which one I'd actually keep. The surprise wasn't the features. It was that the same job costs three completely different amounts depending on how each tool counts what you do.

If you want the answer fast: n8n wins on cost once you run anything at volume, Zapier wins for your very first automation, and Make wins when you want visual branching without hosting your own server. The reason sits underneath all the feature charts, and it's the one thing the other comparisons bury.

Here's the number that decides everything. Run that three-step workflow 1,000 times in a month and n8n counts about 1,000 executions, Zapier counts about 2,000 tasks, and Make counts roughly 4,000 credits. Same job, three units, three bills. Everything below is just working out when each unit is on your side.

How I tested three tools on one workflow

I took one identical workflow and ran it through all three the way you actually hit them in real life. The workflow: a new row lands in a spreadsheet, an AI step writes a one-line summary, and that summary drops into a Slack channel. Three working steps, the kind of thing most people build first.

Full disclosure on how far I got with each, because it matters. n8n I actually pulled down and ran on my own machine: npx n8n installs the community edition (version 2.31.7 when I ran it) with no signup and no card, which already tells you something. Zapier and Make both sit behind a signup wall before you can build, so for those two I mapped the exact same workflow against their documented billing rules and their verified July 2026 pricing instead of rebuilding it inside a paid editor. Where I'm quoting behavior I didn't personally click through, it's the documented behavior, not a story I'm inventing.

The thing worth measuring turned out to be the billing unit, so that's what I chased down to a number for each tool.

n8n: cheapest at volume, if you'll self-host

n8n is the cheapest of the three at any real volume because it bills one execution per entire workflow run, no matter how many steps sit inside it. Its own pricing page defines an execution as "a single run of your entire workflow." So that three-step job costs the same as a thirty-step job: one execution each time it fires.

The catch is where the free part lives. The community edition is genuinely free software, and I confirmed that by installing it with a single command, no account required to download it. But "free" means self-hosted: you run it on your own server and you own the setup, including an owner account the software asks you to create on first launch. n8n Cloud has no permanent free tier, only a trial, and the Starter plan runs about $24 per month for 2,500 executions as of July 2026.

Who it's for: anyone running high volume, or anyone who wants their data to never leave their own box. About 440 native integration nodes, plus an HTTP node that talks to any API, so the smaller connector count matters less than it looks. Build it once, win every week, but only if an afternoon of server setup doesn't scare you off. 8/10.

Zapier: fastest first automation, priciest at scale

Zapier is the easiest place to ship your first automation and the fastest to regret at scale, because it bills one task per executed action. The trigger is free, but every action after that counts. My three-step workflow has two actions (the AI summary and the Slack post), so each run costs two tasks. At 1,000 runs a month, that's about 2,000 tasks.

That number is the problem. The free plan gives you 100 tasks a month and only two-step Zaps, which is exactly enough for one small automation and then a paywall. The Professional plan starts around $19.99 per month billed annually for 750 tasks, and 2,000 tasks a month blows straight past it into a bigger bucket. Zapier's edge is real though: 8,000+ app integrations, the largest catalog of the three, and a builder gentle enough that a first-timer ships something before lunch.

Who it's for: your very first automation, or a low-volume workflow where 100 or a few hundred tasks a month is plenty. If you're automating something that fires all day, the meter keeps running. 7/10.

Make: the visual middle ground on a credit budget

Make sits between the two on both ease and cost, billing one credit per module run, with AI and code steps costing more than one. My three-step workflow lands around three to four credits per run once the AI step is counted heavier, so 1,000 runs is roughly 3,000 to 4,000 credits a month.

The pricing math is friendlier than Zapier's here. The free plan gives 1,000 credits a month across two active scenarios, enough to test but not to run this daily. The Core plan runs about $9 to $12 a month for roughly 10,000 credits, which comfortably covers this workflow. Make switched from "operations" to "credits" in August 2025, so any older guide you find is using the old unit. Its visual scenario editor handles branching, routers, and filters better than Zapier's linear flow, with 2,000+ integrations plus a generic HTTP module.

Who it's for: people who want to see their workflow as a diagram and want branching logic without self-hosting anything. It asks a little more patience than Zapier on day one, which is a fair trade. 8/10.

The comparison at a glance

Prices verified as of July 2026. Plans and inclusions change often, so check current pricing before you commit.

Which one should you pick?

Pick based on volume and comfort, not the feature list, because at this scale they all do the job. If you're automating one small thing and you've never built an automation, start on Zapier's free plan and ship today. If your workflow fires dozens or hundreds of times a day, the task meter will hurt, and that's exactly where n8n's per-execution model pays for itself. If you want to see and branch your flow visually but don't want to run a server, Make's credit plans are the calm middle.

The deeper you get into automation, the more the billing unit matters, which is the same lesson that shows up when you automate your actual work with AI instead of one-off tasks. And once you're chaining several steps together, like an AI agent that triages your calendar and inbox, a per-action bill quietly becomes a per-action tax.

My honest take

I'd keep n8n for anything I run often, and I'd send a beginner to Zapier without a second thought. The tool everyone argues about is the wrong argument: the question isn't which platform is smartest, it's which billing unit matches how often your workflow fires. Trust me on this one, count your steps before you pick, because that's the number that shows up on the invoice. Work out your volume first and the winner picks itself.