Short answer: Zapier is the easiest to learn and has the largest catalog of app integrations, which makes it a strong default for simple, linear workflows. Make offers a visual canvas with more control over branching, loops and data transformation, often at a lower cost per operation for complex flows. n8n is the most flexible and can be self-hosted, which suits technical teams and data-sensitive work. For high-volume or business-critical processes, custom code can beat all three.
Pricing changes often, so check each vendor's current pricing page (Zapier, Make, n8n) before deciding.
How the three differ in philosophy
Zapier is built around "Zaps": a trigger followed by a series of steps. It hides complexity well, which makes simple automations fast to build. More advanced features (paths, filters, formatters, code steps) exist, but the core design favors straightforward flows.
Make (formerly Integromat) uses a visual canvas where modules connect like a flowchart. Routers, iterators and aggregators make it natural to branch, loop over lists and reshape data. It rewards people who think in diagrams.
n8n is a node-based workflow tool aimed at technical users. It can run in n8n's cloud or on your own server. Custom code nodes, flexible HTTP requests and self-hosting give it the most control, at the cost of more setup and maintenance.
Side-by-side
| Factor | Zapier | Make | n8n |
|---|---|---|---|
| Learning curve | Lowest | Medium | Highest |
| Builder style | Linear steps | Visual canvas | Node graph |
| App catalog | Very large | Large | Large, plus generic HTTP |
| Complex branching and loops | Possible, can get awkward | Strong | Strong |
| Data transformation | Formatter and code steps | Built-in functions, strong | Code nodes, strong |
| Pricing model | Tasks per month | Operations per month | Executions (cloud) or self-host |
| Self-hosting | No | No | Yes |
| Best for | Non-technical teams, simple flows | Ops people building complex flows | Developers, data-sensitive workflows |
Pricing: estimate with your volume
Each platform counts usage differently, so compare using your own numbers:
- List the workflows you plan to run.
- Estimate runs per month for each (for example, bookings per month for a booking workflow).
- Count steps per run. Zapier generally counts each successful action step as a task; Make counts each module execution as an operation; n8n's cloud plans count workflow executions. Check current definitions on each pricing page.
- Multiply and compare against plan limits.
A flow that loops over 50 line items can use far more operations on some platforms than on others. This is where real costs diverge.
Reliability and error handling
All three offer run histories and some form of error handling, but the details differ:
- Zapier shows task history and can notify on errors; built-in retry behavior and auto-replay options depend on plan.
- Make has explicit error-handler routes, so you can design what happens when a module fails.
- n8n supports error workflows that trigger when another workflow fails, plus full control when self-hosted.
Whichever you pick, design for failure: validate inputs, avoid duplicates, alert a person. The workflow automation guide covers this.
Data control and compliance
If workflows touch sensitive data (patient information, financial records, ID numbers), consider:
- Where data is processed and stored, including logs.
- Whether the vendor will sign the agreements your industry needs, such as a HIPAA business associate agreement.
- Whether you can minimize data, passing IDs rather than full records.
Self-hosted n8n keeps processing on infrastructure you control, which some businesses prefer. But self-hosting also makes you responsible for security updates, backups and uptime.
When custom code wins
Consider a small custom service when:
- Volume is high. Thousands of runs a day can make per-task pricing expensive.
- Logic is complex or performance-critical, such as real-time routing or heavy data processing.
- The systems lack connectors and need careful API work.
- The workflow is core to revenue and needs proper testing, versioning and monitoring.
Custom code costs more upfront and needs maintenance, but per-run cost is low and nothing is hidden. Many of our builds combine a platform for simple glue with custom code for the critical path; see web and mobile app development and workflow automation.
A simple decision guide
- You are non-technical and need a few linear automations: start with Zapier.
- You have an ops-minded person and complex flows with branching or loops: try Make.
- You have technical staff, care about data location, or want to self-host: look at n8n.
- The workflow is high-volume or business-critical: scope custom code, possibly alongside a platform.
Avoiding lock-in
Whatever you choose:
- document each workflow in plain language outside the platform,
- keep business rules (like pricing or routing tables) in a spreadsheet or database the workflow reads, not hard-coded in steps,
- use consistent naming for workflows and connections,
- export or back up workflow definitions where the platform allows.
That way, moving later is a rebuild of plumbing, not a rediscovery of how your business works.
Questions to ask before you commit
Who in your business will build and maintain the workflows, and how much time do they have? Which apps must connect, and does each platform support them natively or only through generic HTTP requests? How many runs a month do you expect in a year, not just today? Will any workflow touch data that needs a signed vendor agreement? What happens if the person who built everything leaves? Answering these honestly usually makes the choice obvious, and it also tells you whether you need outside help to build or only to review.
Testing one workflow on all three
If you cannot decide, build the same small workflow on each platform's free tier or trial: a web form submission that creates a CRM contact, sends a text and posts a message to your team chat. Note how long setup took, how easy the error messages were to understand, how the run history shows what happened, and what the workflow would cost each month at your expected volume, using each vendor's current pricing page. One afternoon of testing usually makes the choice clear for your team.
Next step
List your top five workflows with estimated monthly runs, then compare the three platforms' current pricing against that list. If you would like a second opinion, our workflow automation service starts with exactly that inventory.
