The Agent PicksThe best AI tools for automating your work: n8n vs Make vs Zapier vs Lindy
Workflow builders and AI agent platforms overlap more every month. Here is how to pick one without paying for the wrong kind of tool.
Best overall: n8n (86/100). Powerful AI agent workflows, a free self-hosted edition and the best value at scale. Try n8n
"Automate my work with AI" can mean two different things. One is a workflow: when X happens, do Y and Z, with an AI step in the middle to summarize, classify or draft. The other is an agent: give the AI a goal and some tools, and let it decide the steps. n8n, Make and Zapier started as workflow tools and have added agents. Lindy and CrewAI started with agents. We rank all five on the same public 0–100 score in our AI agents & automation ranking, whose standard task is building an agent that triages an inbox and posts a daily summary.
The ranking at a glance
| # | Tool | Our score | Best for | Price | Link |
|---|---|---|---|---|---|
| 1 | n8n Workflow automation with AI agents, cloud or self-hosted | 86* | Technical teams who want AI agent workflows, self-hosting and low cost at scale | Free tier | Visit ↗ |
| 2 | Make Visual automation platform | 82* | Visual builders who want complex scenarios at the lowest paid entry price | Free · from $10.59/mo | Visit ↗ |
| 3 | Zapier Automate work across thousands of apps, now with AI agents | 82* | Non-technical teams who need the most app connections and the easiest setup | Free · from $19.99/mo | Visit ↗ |
| 4 | CrewAI Framework and platform for multi-agent AI crews | 80* | Python developers building multi-agent systems | Free tier | Visit ↗ |
| 5 | Lindy AI assistant agents for email, meetings, and workflows | 77* | Founders and ops people who want an AI assistant for email, meetings and scheduling | Free · from $49.99/mo | Visit ↗ |
Scores are each tool's score in our AI agents & automation ranking (0–100, preliminary *). Prices are the lowest listed paid or free option; see each tool page for the full plan list and the date we checked it.
How the scores break down
| Factor (weight) | n8n | Make | Zapier | CrewAI | Lindy |
|---|---|---|---|---|---|
| Fit for the use case (30) | 92 | 85 | 85 | 85 | 82 |
| Output quality (25) | 85 | 80 | 80 | 78 | 75 |
| Ease / time-to-value (15) | 70 | 80 | 92 | 65 | 85 |
| Value / pricing (15) | 88 | 88 | 70 | 90 | 65 |
| Momentum (10) | 88 | 70 | 72 | 80 | 72 |
| Trust / maturity (5) | 85 | 85 | 95 | 78 | 72 |
| Total | 86 | 82 | 82 | 80 | 77 |
Highlighted = best in the group on that factor. Make and Zapier tie on total; ties are listed alphabetically.
Pricing compared
| Tool | Pricing (checked Oct 20, 2026) |
|---|---|
| n8n | Self-hosted Community edition free; Cloud Starter €20/mo billed annually; Pro €50/mo billed annually |
| Make | Free; Core $10.59/mo ($9/mo billed annually) at 10k credits |
| Zapier | Free; Professional from $19.99/mo; Team from $69/mo |
| CrewAI | Open-source framework free; hosted Basic free (50 executions/mo); Enterprise custom |
| Lindy | $50 in free credits for 7 days; Team $49.99/mo for 5,000 credits |
Each tool counts usage differently: n8n Cloud by workflow executions, Make and Lindy by credits, Zapier by plan tier, and CrewAI's hosted plan by executions. Estimate your monthly runs before comparing.
Who each tool is for
1. n8n
n8n is a visual workflow builder with AI agent and MCP nodes. You can use n8n Cloud, priced by workflow executions, or self-host the Community edition for free under its fair-code license. It has the highest fit score in our AI agents & automation ranking, and it ties Make for the best value score among the workflow tools.
Who it's for: developers, ops and technical marketers who want AI steps inside real workflows, need control over where data lives, or run enough volume that per-task pricing elsewhere gets expensive. Who it's not for: people who want to be done in ten minutes. n8n has the lowest ease score of the workflow tools here, and self-hosting means you run the server.
Try n8n ↗2. Make
Make builds automations as visual "scenarios" you can see branch and loop on a canvas, and it now includes AI steps. Pricing is credit-based, with the lowest paid entry point of the tools here.
Who it's for: ops people and builders who want more logic than a simple trigger-action flow, on a budget. Who it's not for: teams that want to self-host, or complete beginners who might find the canvas busier than Zapier's step list.
Try Make ↗3. Zapier
Zapier is the default no-code automation tool. It connects thousands of apps with "Zaps", and now adds Tables, Forms, AI agents and chatbots. It has the highest ease and trust scores in this group.
Who it's for: non-technical teams that need to connect common business apps fast, and anyone who wants the widest choice of integrations. Who it's not for: high-volume or cost-sensitive workflows. It has the lowest value score of the workflow tools here, and paid plans start at $19.99 a month.
Try Zapier ↗4. CrewAI
CrewAI is an open-source Python framework for orchestrating teams of AI agents, with a hosted platform and visual editor on top. The framework is free; the hosted Basic plan includes 50 executions a month.
Who it's for: developers building custom multi-agent systems in code. Who it's not for: non-developers. It has the lowest ease score in this group.
Try CrewAI ↗5. Lindy
Lindy takes a different approach: instead of drawing a workflow, you set up AI agents and assistants that handle tasks such as email, scheduling and meeting notes, without code. It's closer to hiring an assistant than wiring up a pipeline.
Who it's for: founders and ops people whose bottleneck is inbox, calendar and meeting follow-up. Who it's not for: anyone who needs predictable, rules-based automations at volume. Pricing is usage-based, starting with $50 of free credits for 7 days and then a Team plan at $49.99 a month for 5,000 credits.
Try Lindy ↗Get the weekly picks
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How to choose
Start from the job, not the tool
Write down one task you do every week, the apps it touches and what "done" looks like. "Every new lead in the form gets enriched, scored and posted to Slack" is a workflow. "Read my inbox, draft replies and book meetings" is closer to an agent.
Match the tool to who will maintain it
The person who fixes the automation when it breaks matters more than who builds it. If that's a non-technical teammate, Zapier's ease score is worth its higher price. If it's an engineer, n8n's flexibility and self-hosting pay off.
Do the volume math
A workflow that runs a few times a day is cheap anywhere. One that runs thousands of times a month can cost very different amounts depending on how each platform counts usage. That's where n8n and Make's value scores come from.
Keep a human in the loop for agents
Agents that send email or change records should start in "draft" or "ask before acting" mode. Expand their permissions only after they've been right for a while.
A simple starter setup
- Pick one weekly task and build it in the free plan of the tool that matches your team.
- Add one AI step, such as summarizing, classifying or drafting, rather than handing the whole task to an agent on day one.
- Log every run to a sheet or table for the first two weeks so you can spot errors.
- Only then add a second workflow, or an agent like Lindy for the messy inbox and meeting work.
If your automation needs to feed notes or slides at the end, see our Productivity ranking.
Our verdict
n8n is our top pick for teams that can handle a technical tool: it leads on fit, ties for the best value among workflow tools and has a free self-hosted edition. Zapier is the safest choice for non-technical teams, Make is the budget visual builder, and Lindy is the one to try if what you really want is an AI assistant rather than a workflow.
Sources
FAQ
What is the best AI automation tool in 2026?
On our current scores it's n8n (86/100 in our AI agents & automation ranking), followed by Make and Zapier (82 each). n8n wins on fit; Zapier wins on ease and trust; n8n and Make tie on value among the workflow tools. Scores are preliminary editorial estimates.
n8n vs Zapier: which should I use?
Choose Zapier if you are non-technical and want the easiest setup and the most app connections. Choose n8n if you are comfortable with a more technical tool and want AI agent nodes, self-hosting or lower cost at high volume.
n8n vs Make: which is better?
n8n scores 86 and Make scores 82 in our ranking. Make is easier and has the lowest paid entry price. n8n has stronger AI agent features and a free self-hosted edition.
Is n8n free?
The self-hosted Community edition is free, but you run and maintain the server. n8n Cloud starts at €20 a month billed annually (Starter), with Pro at €50 a month billed annually.
What is the difference between an automation tool and an AI agent like Lindy?
Workflow tools such as n8n, Make and Zapier run steps you define, in order, every time. Agent tools such as Lindy are given a goal and decide the steps themselves. Workflows are more predictable; agents handle messy tasks like email triage with less setup.
Do you earn money from these links?
Not from the links in this guide right now. If any of these tools becomes an affiliate partner, its links will be labeled, and it will not change the ranking. The order comes only from our scores.
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