The comparison series / Automation platforms
n8n vs Make vs Zapier
Match the workflow to the people who will own it.
Evaluate n8n when you need code-level flexibility or self-hosting, Make for visually complex data flows, and Zapier for straightforward app-to-app workflows. Choose around the actual process, operating cost and support owner—not the number of integrations on a homepage.
We compare production workflow requirements. A workflow execution, a Make credit and a Zapier task are different billing units. Check the current plan and the exact actions your automation uses.
The practical comparison
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| What matters |  |  |  |
|---|---|---|---|
| Best fit | Technical teams building API-heavy, custom or self-hosted workflows. | Operations teams building multi-step visual data transformations. | Business teams connecting common apps with a guided setup. |
| Main advantages | Code and HTTP flexibility; cloud or self-hosted options; execution-based paid plans. | Visual scenarios, routing and data mapping; managed infrastructure. | Broad app directory; accessible trigger/action model; managed infrastructure. |
| Main trade-offs | Technical ownership matters; self-hosting adds updates, backups, security and uptime work. | Large scenarios can become hard to follow; loops and module activity can increase credit use. | Multi-action volume can increase task use; app actions and plan restrictions need checking. |
| Billing model | Paid plans meter workflow executions; check concurrency, retention and other plan limits. | Actions consume credits; most use one, while some advanced features consume more. | Successful billable actions consume tasks; exclusions and product-specific allowances matter. |
| Hosting & control | Cloud or self-hosted. Community and paid self-hosted features differ; review the license. | Managed platform; assess the available enterprise deployment and governance options. | Managed platform; assess account permissions and enterprise governance options. |
| Branching & data | Useful when custom expressions or API logic are central to the workflow. | Visual routers, iterators and aggregators help express complex data movement. | Paths and supported data tools suit many workflows; test complex branches before committing. |
| Reliability work | Design retries, error workflows, idempotency and monitoring; operate the infrastructure if self-hosted. | Use error handling and execution records; test retries and incomplete-run recovery. | Review task history and replay behavior; ensure retries cannot create duplicate business records. |
| AI integration | AI nodes can orchestrate models and tools; add deterministic validation around their output. | AI steps can fit into scenarios; include model and credit consumption in your estimate. | AI features and app actions can support common use cases; verify product billing and limits. |
| Before you commit | Test the hardest API, expected load and the person responsible for incidents. | Run realistic payloads with branches and loops, then inspect the actual credit usage. | Confirm every required trigger/action and measure billable tasks on a representative run. |
Recommendations are WebflowForge's editorial assessment. Verify current plans and entitlements using the official sources below.
Example: cost one lead-routing workflow
A proposed flow receives a form, validates it, matches a contact, updates the CRM and notifies an owner. At 1,000 leads, model n8n workflow executions, Make credit-consuming module activity and Zapier billable successful actions separately. If a Zap runs three billable actions per lead, that is 3,000 tasks before retries. Check each tool's metering rather than assuming equal step counts mean equal cost.
Turn the decision into a working system.
Sources & scope
Based on the official product documentation below. This is a practical shortlist for business teams, not an exhaustive feature inventory. Pricing and availability change; validate the required edition before buying. Product names and logos identify the platforms being compared and do not imply endorsement.
Questions before you choose
Which automation platform is cheapest?
It depends on runs, billable actions, loops, AI use and maintenance. Price the same real workflow on all three, including the time required to operate it.
Is self-hosted n8n completely free?
A Community edition exists, but infrastructure and operations still cost time or money. Some governance and collaboration features require paid plans. Check licensing for your intended use.
Can all three connect Webflow to a CRM?
Often yes, through a native integration, webhook or API. Verify the precise CRM action, authentication, account tier and field types before choosing.
Can I switch automation platforms later?
Yes, but usually by rebuilding logic and mappings. Keep the business rules, payload contracts, credentials inventory and acceptance tests documented to reduce migration effort.
