Zapier vs Make vs n8n: Choosing a No-Code Automation Platform for AI Workflows

If you want an AI model to read incoming emails, summarise form responses or draft replies inside your other apps, you need something to connect the pieces. The three names that come up most are Zapier, Make and n8n. Comparing Zapier vs Make vs n8n is less about which is "best" and more about how each one charges, how much control you want, and whether you are happy to run software yourself. This guide sets out those differences using each company's own pricing and documentation.

The three platforms in one paragraph each

Zapier is the most established of the three. You build "Zaps": a trigger (say, a new Gmail message) followed by one or more actions. It also sells AI features on top, including AI steps, chatbots and agents (Zapier pricing).

Make builds "scenarios" on a visual canvas where you can see data flow from module to module, add routers to branch and handle errors explicitly. It moved to credits as its billing unit and offers its own AI agents and toolkit alongside connections to third-party AI apps (Make Help Center, Credits).

n8n is a workflow tool you can either use as a hosted cloud service or install on your own server. Its documentation describes AI workflows built with LLM providers, agents, tools, memory and MCP servers (n8n Advanced AI documentation).

How each platform counts usage

This is the single most important difference, because it decides your bill.

Zapier: tasks

Zapier counts a task when a step completes successfully. Failed actions are not counted. Triggers, polling and built-in tools such as Formatter, Paths, Filter, Delay and Looping do not count, and nor do Tables and Forms used inside Zaps. AI by Zapier steps, Code by Zapier steps and Zapier MCP calls draw from the same shared pool of tasks (Zapier pricing). If you enable pay-per-task, overage on monthly plans is billed at 2.5 times the base rate (1.25 times on annual plans).

Make: credits

Make's help centre says that most non-AI apps cost one credit per operation, regardless of data size. Every module action counts: reading, searching, creating, updating, transforming, aggregating and iterating data. Router modules and error-handler modules use no credits (Make pricing FAQ). For AI, it depends on the connection: with your own key to a third-party AI app, you pay Make credits per operation and pay the AI provider for tokens directly; with Make's own AI Provider, credits vary with the tokens used and the model chosen (Make Help Center, Credits). Unused credits expire at the end of the term (Make pricing parameters).

n8n: executions

n8n's pricing page defines an execution as "a single run of your entire workflow". The number of steps and the volume of data do not change the count (n8n pricing). For long, multi-step workflows this can work out much cheaper than per-step billing.

A worked illustration

Imagine a workflow that runs 1,000 times a month: a new form response arrives, an AI step summarises it, the summary is added to a spreadsheet, and a message goes to your team chat.

This is illustrative only. The exact count depends on how you build the workflow, filters that stop some runs early, retries and how AI usage is billed. On every platform, the AI model's own cost (from OpenAI, Anthropic, Google or another provider) may be extra if you connect your own API key.

Plans and prices at a glance

Sources: Zapier pricing, Make vs Zapier (Make's own comparison page), Make pricing and n8n pricing. Zapier says annual billing is 33% cheaper than monthly; n8n says annual saves 17%. Make's pricing page says annual payment is cheaper but its live plan table did not load fully when this draft was researched, so confirm the Core, Pro and Teams figures directly.

AI features compared

Zapier

Zapier's pricing page lists AI by Zapier steps and AI fields in Tables on Professional plans and above, a Copilot assistant for building Zaps (with a daily message limit on the free plan), and Zapier Agents and Chatbots. Agents use a separate unit called activities: 400 a month on Free and 1,500 on Professional. The free plan includes two chatbots, with paid chatbot add-ons on top (Zapier pricing).

Make

Make offers AI agents and an AI toolkit using its own AI Provider, available on all plans, as well as modules for third-party AI apps where you bring your own connection (Make Help Center, Credits). Some Make AI content-extraction modules cost 2 or 10 credits per operation, and are tagged as such in the interface. Make's comparison page says all its paid plans include AI agents, but remember it is the vendor's own marketing (Make vs Zapier).

n8n

n8n's AI features let you connect providers such as OpenAI, Anthropic and Google, add tools and memory to agents, connect MCP servers and combine several models in one workflow (n8n Advanced AI documentation). Because n8n can be self-hosted, it can also sit on the same machine or network as a model you run yourself; our guide to running AI models locally explains how tools like Ollama expose a local API.

Per-step billing rewards short workflows; per-run billing rewards long ones. Count your steps before you compare prices.

Self-hosting and data control

Zapier and Make are used as cloud services; neither pricing page lists a self-hosted edition. Your data passes through their servers, which is fine for most work but worth checking against your clients' contracts and India's data-protection rules if you handle personal data.

n8n is different. Its hosting documentation lists a one-line setup script (which needs Docker), Docker Compose for production, an npm install for local testing, and guides for major cloud providers. Without a licence key, n8n runs as the free Community edition; adding a Business or Enterprise key unlocks those editions (n8n hosting documentation).

Self-hosting also brings responsibilities: updates, backups, security patches, uptime and server costs. If nobody in your team is comfortable with Docker and a Linux server, n8n's cloud plans or one of the other two platforms will probably be less work.

Ease of use and learning curve

• Zapier: the most guided experience. Linear Zaps are easy to read, and the Copilot assistant (in beta at the time of writing) helps while you build. The trade-off is that complex branching can feel cramped.
• Make: the visual canvas shows exactly how data moves, which helps when a workflow has several branches or loops. Beginners usually need a little time to understand bundles, iterators and aggregators.
• n8n: also visual, but closer to a developer tool. You can add code where needed, and AI agents are built from connected nodes. It rewards people who like to see and control every step.

Which should you choose?

Whichever you pick, build one real workflow on the free tier first and watch its usage for a week. If you plan to turn an automation into a product, our step-by-step guide to building a custom AI SaaS app without coding covers the next steps, and our guide to building a custom AI assistant for a small business shows where these platforms fit in.

The bottom line

Zapier is the easiest place to start and the most expensive per step as workflows grow. Make offers a visual canvas and a low entry price per credit, but counts nearly every module. n8n counts whole runs and can be self-hosted free for internal use, at the cost of running a server and accepting its licence terms. Map out your workflow, count the steps and runs per month, and re-check each platform's live pricing before you decide.

Frequently asked questions

Is n8n really free?

The self-hosted Community edition runs free without a licence key, but you pay for your own server and maintenance. Use is limited by the Sustainable Use License to internal business, non-commercial or personal purposes, and n8n Cloud is a paid service.

Which is cheapest for AI workflows?

It depends on your workflow. Long workflows with many steps often cost less on per-run billing (n8n) than per-step billing (Zapier, Make), but AI model usage can be charged separately on all three.

Does Zapier's free plan include AI steps?

According to Zapier's pricing page, AI by Zapier steps are available on Professional plans and above, not on Free. The free plan does include basic access to Zapier Agents and two chatbots.

Can I move my workflows from one platform to another?

Not automatically in most cases. Each platform has its own workflow format, so expect to rebuild workflows by hand if you switch.

Sources

1. Plans and Pricing, Zapier, accessed 2026.
2. Pricing and Subscription Packages, Make, accessed 2026.
3. Make vs Zapier, Make, accessed 2026.
4. Credits, Make Help Center, accessed 2026.
5. Pricing parameters, Make Help Center, accessed 2026.
6. Plans and Pricing, n8n, accessed 2026.
7. Self-hosting n8n, n8n documentation, accessed 2026.
8. Sustainable Use License (LICENSE.md), n8n on GitHub, accessed 2026.
9. Advanced AI, n8n documentation, accessed 2026.