KI-Agenten.shopn8n vs. Make vs. Zapier: operations and costs
Compare the same process: assess n8n for operational control, Make for visual scenarios and Zapier for required app actions. No platform wins every task.
Offerings and differences
Editorial source comparison checked September 16, 2026. No proprietary benchmark scores; the pilot is a proposal.
| Offering | Use | Key limitation |
|---|---|---|
| n8n | Cloud or self-hosted workflows. | Execution-based plans; AI allowances and model costs are separate. Check source-available licensing. |
| Make | Visual scenarios built from modules. | Credits depend on the module; count AI usage and external providers separately. |
| Zapier | App actions and agents. | Task use depends on action and AI tier; not every step costs one task. |
Making the choice
Compare the same process: assess n8n for operational control, Make for visual scenarios and Zapier for required app actions. No platform wins every task.
Costs and data flows
Calculate cost per accepted outcome: subscription, usage, model providers, infrastructure and rework. Include retries and loops. Self-hosting does not define every data flow; check connected services, permissions and retention separately.
Your pilot protocol
Editorial source comparison checked September 16, 2026. No proprietary benchmark scores; the pilot is a proposal.
- Proposed example, not a completed test: classify a request, create a CRM draft and require approval before sending.
- Use identical approved inputs, including duplicates, missing fields and API failures.
- Record executions, credits/tasks, model costs, errors and manual effort.
- Deploy only after acceptance criteria pass; define ownership, alerts and rollback.
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Official sources
Editorial source comparison checked September 16, 2026. No proprietary benchmark scores; the pilot is a proposal.
n8n: pricing
Editorial source comparison checked September 16, 2026. No proprietary benchmark scores; the pilot is a proposal.
Make: credits
Editorial source comparison checked September 16, 2026. No proprietary benchmark scores; the pilot is a proposal.
Zapier: task rates
Editorial source comparison checked September 16, 2026. No proprietary benchmark scores; the pilot is a proposal.
n8n: license
Editorial source comparison checked September 16, 2026. No proprietary benchmark scores; the pilot is a proposal.
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