Piotr Olszewski · updated October 12, 2026If you're just getting into no-code automation, pick Make - the free plan gives you 1,000 credits per month and 2 active scenarios, and paid plans start at $9/month. If all you care about is simplicity and the largest number of integrations, go with Zapier, but its 100 free tasks per month run out fast. If you have lots of repetitive workflows and aren't afraid of running a server, n8n Community Edition is free with no execution limit.
Quick picks
- Best overall: Make - visual scenarios, fair pricing, AI modules.
- Best free: n8n Community Edition on your own server, and Activepieces with a free cloud plan (1,000 credits per month).
- Easiest: Zapier - the most ready-made integrations, 100 free tasks.
- Best for AI agents: Lindy and Gumloop - describe the task and the agent carries out the steps.
- Cheapest paid plan: Make Core from $9/month.
Automation tools compared
| Tool | Starting price | Free plan | Best for |
|---|---|---|---|
| Make | $9/mo | yes, 1,000 credits | first automations, small businesses |
| Zapier | $19.99/mo (annual) | yes, 100 tasks | easiest start, most apps |
| n8n | EUR 20/mo (cloud, annual) | Community Edition free | scale, AI agents, self-hosting |
| Activepieces | $20/mo | yes, 1,000 credits | free Zapier alternative |
| Gumloop | $37/mo | 14-day trial | AI workflows, scraping, analysis |
| Lindy | $29.99/mo | $50 in credits for 7 days | AI assistant for email and calendar |
| Pipedream | $99/mo | yes, developer mode | people who know a bit of code |
Where to start
Before you pick a tool, do three things:
- Write down one repetitive task that takes you more than an hour a week, for example copying orders from a form into a spreadsheet, answering the same emails, or posting the same update to several channels.
- Break it into steps: what triggers it (a new email, a form, a time of day), what happens in between (AI summarizes, classifies, translates) and where the result goes (a spreadsheet, CRM, Slack).
- Check that every app has an integration in the tool you're considering. If one is missing, a webhook or HTTP module usually fills the gap.
Your first automation should be small. A typical good starter: a new email from your contact form, AI detects the topic and urgency, and the result lands in a Google Sheet and on Slack.
Make - the best place to start
Make (formerly Integromat) builds automations as visual scenarios: circles connected by lines, with branches, filters and loops. It has AI model modules, so mid-scenario you can summarize text, classify a ticket or generate a reply.
Per the pricing page on October 12, 2026:
- Free - $0, 1,000 credits per month, 2 active scenarios, runs every 15 minutes.
- Core - $9/month, 10,000 credits, unlimited scenarios, runs every minute.
- Pro - $16/month, 10,000 credits, extra features.
- Teams - $29/month, 10,000 credits, team collaboration.
Make says each module action uses 1 credit, and AI features can use more. Annual billing saves 15% or more.
Who it's for: freelancers, small businesses, marketers, first-time automators.
Downsides: on bigger scenarios credits go faster than you'd expect, because every step costs a credit.
Zapier - the simplest, with the most integrations
Zapier works linearly: a trigger, then a series of steps. It's the easiest tool to start with and has the largest library of ready-made integrations. In 2026 a single task pool covers automations, AI steps and code.
Per the pricing page on October 12, 2026:
- Free - $0, 100 tasks per month, two-step Zaps only.
- Professional - $19.99/month billed annually or $29.99 monthly, from 750 tasks, multi-step Zaps.
- Team - $69/month billed annually or $103.50 monthly, up to 25 users.
Who it's for: non-technical people who want to connect two or three apps in 10 minutes.
Downsides: the most expensive option as your task count grows, and 100 free tasks is only enough for a test.
n8n - cheapest at scale
n8n is an open-source automation tool. You can install it on your own server (Community Edition, free, no execution limit) or use the vendor's cloud. It has extensive nodes for AI agents, memory and tools, which makes it a good fit for building your own assistants.
Per the pricing page on October 12, 2026 (EUR, billed annually):
- Community Edition - free, self-hosted.
- Starter - EUR 20/month, 2,500 executions per month.
- Pro - EUR 50/month, 10,000 executions.
- Business - EUR 667/month, 40,000 executions, currently self-hosted only.
The key difference: n8n counts executions of the whole workflow, not individual steps, so a long workflow costs the same as a short one. All plans include unlimited users and workflows.
Who it's for: technical users, automation agencies, companies with high volume, teams that care where their data lives.
Downsides: self-hosting means maintenance, updates and backups. The learning curve is steeper than Make or Zapier.
Activepieces - a free Zapier alternative
Activepieces is open-source automation with a Zapier-like interface. Per its pricing as of October 8, 2026, the free cloud plan needs no card and has no time limit: 1,000 credits per month, up to 5 users, unlimited flows, plus agents, tables and MCP. Paid plans start at $20/month.
Who it's for: small teams that want Zapier's simplicity without Zapier's prices.
Downsides: fewer integrations than Zapier and Make, a smaller community and fewer templates.
Gumloop - AI workflows for non-technical users
Gumloop builds workflows from blocks with AI at the center: reading web pages, extracting data, analyzing documents, generating reports. Per the vendor pricing page as of October 8, 2026, the cheapest plan costs $37/month, and the Pro plan has a 14-day trial.
Who it's for: marketers, salespeople and analysts who want to push a lot of text and web pages through AI.
Downsides: pricier than Make to start, and credit usage is harder to predict.
Lindy - an AI assistant that does the work
Lindy is an AI agent platform: you describe in plain language what the assistant should do (for example answer emails, book meetings, qualify leads), and it acts inside your inbox, calendar and apps.
Per the vendor pricing page as of October 8, 2026 (per user):
- Plus - $29.99/month, 3,000 credits.
- Pro - $99.99/month, 15,000 credits.
- Max - $199.99/month, 35,000 credits.
You start with $50 in credits, no card required, valid for 7 days.
Who it's for: business owners and salespeople drowning in email and scheduling.
Downsides: agents sometimes do things their own way, so keep a human approval step before anything goes out to customers. Big tasks burn credits faster.
Pipedream - for people who know a little code
Pipedream combines visual workflows with code steps (JavaScript, Python). Per its site as of October 8, 2026, the free plan gives full access in development mode, and serving real users in production requires a plan from $99/month.
Who it's for: developers and technical users who want to wire up APIs fast.
Downsides: not for people with zero coding experience, and the paid plan threshold is high.
What it really costs
The plan price is one thing - the real cost of an automation has three parts:
- The tool subscription - from $0 to a few dozen dollars a month to start.
- AI usage - if your workflow uses your own API key (for example OpenAI or Anthropic), you pay the model provider separately for every call. Some tools have built-in AI billed in credits.
- Your time - building and testing your first scenario usually takes longer than later ones, and any change in an app on the other end may require fixes.
An example based on the pricing pages: 100 emails a day, each classified by AI and logged to a spreadsheet, is about 3,000 runs a month. In Make, at 3-4 steps per run, you need roughly 9,000-12,000 credits, so Core at $9 (10,000 credits) is borderline. n8n Starter (2,500 executions) wouldn't be enough, but self-hosted Community has no limit. In Zapier you'd need a higher Professional tier than the base 750 tasks.
How to choose
- First automation, small business - Make.
- You want to connect two apps in 10 minutes - Zapier.
- High volume, data must stay with you - n8n self-hosted.
- You want a free cloud tool with a simple interface - Activepieces.
- You process web pages and documents with AI - Gumloop.
- You want an assistant for email and calendar - Lindy.
- You know JavaScript or Python - Pipedream or n8n.
Common mistakes
- Starting with your most complex process - your first scenario should have 3-5 steps. Build complex workflows once you understand the tool.
- No error handling - APIs sometimes don't respond and AI sometimes returns something weird. Add a filter, an error notification and a fallback path.
- Letting AI talk to customers unchecked - route auto-generated replies to drafts or to Slack for approval first.
- Not counting credits - Make counts every step, Zapier every task. Estimate usage before moving a business process over.
- Sensitive data in the cloud without a DPA - if you process customer data, check the data processing agreement and server location, especially if GDPR applies to you.
- No documentation - six months later nobody remembers what "Test 3 final" does. Name your workflows and describe them.
FAQ
Is there a free AI automation tool?
Yes. Make gives you 1,000 credits per month and 2 active scenarios, Zapier 100 tasks, Activepieces 1,000 credits, and n8n Community Edition on your own server is free with no execution limit.
Make vs n8n: which is better?
Make, if you don't want to maintain a server and you're just starting. n8n, if you have high volume, build AI agents or want to keep data in-house. n8n counts whole workflow executions, Make counts every step.
Make vs Zapier: which should I use?
Make is cheaper and gives you more control over branching. Zapier is simpler and has more ready-made integrations. On a limited budget, I'd start with Make.
How much does AI automation cost?
Per the pricing pages, from $0 (free plans and self-hosted n8n) through $9/month (Make Core) and $19.99/month (Zapier, billed annually) to several hundred dollars at scale. Add model costs if you use your own API key.
What is the difference between an AI agent and an automation?
An automation always runs the same steps in a fixed order. An AI agent (for example in Lindy or n8n) decides by itself which tools to use and in what order to complete the task. Agents are more flexible but less predictable.
Can I automate my email with AI?
Yes. In Make, Zapier or n8n you can have AI classify, summarize or draft replies to incoming email, and Lindy acts as an assistant directly in your inbox and calendar. Keep a human approval step before replies go out.
Sources
- Make - pricing - checked October 12, 2026
- Zapier - pricing - checked October 12, 2026
- n8n - pricing - checked October 12, 2026
- Activepieces - vendor site - checked October 8, 2026
- Gumloop - pricing - checked October 8, 2026
- Lindy - pricing - checked October 8, 2026
- Pipedream - vendor site - checked October 8, 2026