Zapier, Make and n8n all promise the same thing: connect your apps and let the boring work run itself. They're all good. They're also different enough that picking the wrong one can mean a painful rebuild six months later, or a bill that grows faster than the time you save.
We build automations on all three, plus custom code, for small and mid-sized businesses. Here's how we decide which one fits.
The one-line version
- Zapier: the easiest to learn, with very broad app coverage. Best for simple, fast wins owned by non-technical staff.
- Make: a visual builder that handles branching, loops and data mapping well, usually at a lower cost per step. A strong middle ground for operations teams.
- n8n: developer-friendly, can be self-hosted, with strong code and AI-agent building blocks. Best when you have someone technical and want control.
- Custom code: when the logic is unique, the volume is very high or no platform fits.
Pricing models, limits and app lists change often, so always check each vendor's current plans before committing.
Six questions that decide it
1. Who will build and maintain it?
This matters more than any feature list. An automation nobody on your team can fix is a liability.
- Non-technical staff → Zapier first, Make second.
- A tech-comfortable operations person → Make is often the sweet spot.
- A developer or technical team → n8n or custom code.
2. How complex are the workflows?
- "When X happens, do Y" → any tool works; Zapier is fastest to set up.
- Multi-step flows with filters, branches, iterators and data transformation → Make or n8n.
- Heavy custom logic, data processing or AI agents that call several tools → n8n or custom code.
3. How much volume will you run?
All three price differently, but the pattern is consistent: simple per-task pricing is convenient at low volume and can become expensive at high volume. If you expect tens or hundreds of thousands of runs a month, model the cost on each platform before you build, and look at self-hosting or code for the heaviest flows.
4. Where must the data live?
If customer data has to stay on your own servers for privacy or compliance reasons, self-hosted n8n or custom code is usually the practical answer. Cloud platforms are fine for most small businesses, but read the data terms either way.
5. How niche are your apps?
Popular SaaS (Google Workspace, HubSpot, Shopify, Slack) is well covered everywhere. Niche apps with an API are easier when the platform lets you make custom HTTP calls comfortably. Internal databases and legacy systems often push you towards n8n or code.
6. What matters most: speed, cost or control?
- Speed to launch → Zapier.
- Lowest running cost at scale → Make or self-hosted n8n.
- Flexibility and control → n8n or custom code.
You don't have to pick just one
Many of the stacks we maintain combine tools: Zapier or Make for simple app-to-app links that the operations team owns, and n8n or code for the AI agents and high-volume flows that need more control. The important thing is to decide deliberately and document who owns what.
A practical way to start
- List every manual copy-paste, export and import your team does in a week.
- Mark each one with volume, complexity and who would own the automation.
- Pick the tool that fits most of the list, not the shiniest feature.
- Automate one workflow, add an error alert, and run it for two weeks before adding the next.
Try the free picker
We turned these six questions into a free tool that ranks Zapier, Make, n8n and custom code for your situation and explains why. It runs in your browser and stores nothing:
Automation Tool Picker on Hugging Face
Not sure what to automate first? The AI Use Case Finder lists practical ideas by industry and team.
I'm Ghulam Mustafa, founder of 313 Automations, an AI automation and software development agency in Lahore, Pakistan. Which tool are you using, and what made you choose it? Tell me in the comments.
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