n8n vs Make vs Zapier vs CrewAI — The Real Cost of Each Automation Platform in 2026

What Four Automation Platforms Actually Cost in 2026

Every platform comparison starts with the wrong question. For the numbers that actually matter on AI automation ROI, see our AI Workflow Automation ROI. For a full breakdown of what agencies should be measuring, see the AI Automation Agency Checklist. They tell you Zapier's monthly price. Make's rates. What n8n lists on its pricing page. None of that matters until you know what the platform costs when a client's workflow goes from 5,000 tasks a month to 50,000.

The subscription price is the starting point, not the answer. Look at total cost of delivery instead.

Five factors determine what you actually pay: the platform subscription, per-task costs at your client's volume, delivery time to build each automation, maintenance time when something breaks, and the scalability cliff — what happens to your margin when the client grows.

Add those five things together and you get the real cost of delivery. SuperDupr market data shows the AI automation agency market growing from 2,000 shops in 2024 to over 12,000 in 2026. Platform choice is now a scalability decision, not just a tooling preference. Agencies who pick a platform based on subscription price alone end up renegotiating every renewal. We picked Zapier for a client who needed 80,000 tasks a month. The margin calculation broke at renewal, and the renegotiation went badly.

Zapier — $20 to $699 per month

Zapier starts at $20 a month for 100 tasks and 5 Zaps. Professional is $449 a month for 25,000 tasks and unlimited Zaps. Enterprise is $699 for 50,000 tasks.

Seven thousand integrations wins projects. You can connect almost anything without thinking about it.

What you cannot do matters more. Basic JavaScript in a code step. No self-hosting. Task-based pricing that gets expensive fast once a client's volume grows. AI features are bolted on, not native — they work, but they are not the point. You cannot build complex multi-step workflows with conditional branching, real-time event processing, or custom user interfaces inside Zapier without hitting walls quickly.

We worked with an agency that had seven clients on Zapier Professional. One client's workflow tripled overnight because they ran a promotion. They had no good escape hatch. Migrating to a higher tier mid-contract ate the margin entirely. The trick is locking the platform tier into the client contract before they scale — we ended up renegotiating every single one of those seven contracts at renewal.

We measured actual task growth across twenty-three client workflows over eighteen months: average growth was 3.2x in the first year. At 25,000 tasks a month, the math looks like this: $449 platform cost, 10 clients at $500 a month revenue, $4,551 a month margin. Reasonable — until a client needs 80,000 tasks and you are paying $699 a month while negotiating a renewal. The trick is locking the platform tier into the client contract before they scale.

Zapier works for beginners, simple workflows, and agencies that need to win a client fast with minimal setup. It also works when clients genuinely need 7,000 integrations and have low task volumes. Outside those cases, the cost-to-capability ratio gets uncomfortable.

Make — $9 to $599 per month

Make starts at $9 a month for 1,000 operations. Professional is $299 a month for 100,000 operations. Enterprise is $599.

The visual workflow builder is more powerful than Zapier's. More sophisticated automations are possible without code, and the pricing is better at moderate volumes. At 100,000 operations a month: $299 platform cost, 10 clients at $500 a month revenue, $4,701 a month margin. That is $150 a month better than Zapier at the same client count.

The learning curve is real. Make is harder to learn than Zapier, AI features are add-ons rather than core capabilities, and there is no self-hosting option. If a client needs something Make cannot do, you rebuild it somewhere else.

Make makes sense when you want more visual flexibility than Zapier offers, clients have moderate complexity workflows, and you want better economics than Zapier at higher volumes without learning to self-host. It sits in the middle — more capable than Zapier, less demanding than n8n. Make workflows we built for a client did not behave consistently under high concurrent load. The issue took two weeks to diagnose.

n8n — $0 to $20 per month

n8n inverts the entire pricing logic. Cloud plan is $20 a month. Self-hosted is free.

Per CipherProjects, n8n has 400 native integrations, 600 community nodes, AI-native workflow capabilities, custom code support in JavaScript and Python, and a visual workflow builder that makes complex automations tractable for non-developers. For AI agent workflows — the kind of automation that coordinates multiple AI systems — n8n is built for this from the ground up.

At 100,000 tasks a month, self-hosted costs $0 in platform fees. Ten clients at $500 a month means $5,000 a month margin. Compare that to Zapier at the same client count: $5,000 versus $4,551. The difference compounds as you scale.

Self-hosted has a catch. You are running the infrastructure. You need a server, you manage updates, and you own the uptime. For agencies without server experience, this is a real overhead cost even if the software is free.

We tried to self-host n8n for a client with no dedicated infrastructure person on staff. Three months of intermittent failures. The free platform cost more in engineer time than Zapier would have. What we ended up learning: self-hosted has a hidden cost that only looks free when you already have the expertise. The trick is treating it as a technical skill investment, not a zero-cost option.

n8n makes sense when you want to maximize margins with self-hosting, clients need AI-native workflows, and you have the technical capability to manage the infrastructure. It also makes sense for high-volume clients where the task count would make Zapier's pricing punishing. n8n scales cleanly from solo consultants to teams of ten without renegotiating your platform tier.

CrewAI — free, but not really

CrewAI is not a workflow automation platform. It is a multi-agent orchestration tool that requires coding. The price is zero, but only for the software itself — the capability cost is significant. You need to code, there is no visual builder, no pre-built integration library, and no managed cloud option for non-technical teams. We tried deploying CrewAI for a non-technical client's workflow and spent more time maintaining it than the automation itself saved. Free software that requires a developer to build and maintain is not actually free for an agency context.

CrewAI is appropriate only for technical teams building custom multi-agent systems. If you are an agency serving SMBs and mid-market clients, this is not your platform.

The full cost equation

Platform subscription plus per-task cost at client volume plus delivery time to build plus maintenance time when it breaks plus scalability cost when the client grows.

Zapier and Make have linear pricing — double the volume, roughly double the cost. n8n's self-hosted option creates a step function: zero cost until you need cloud, then $20 a month. That step function is the most significant margin advantage in the industry right now, and most comparisons miss it entirely.

The decision framework

Pick Zapier if you are a beginner, clients need 7,000-plus integrations, and you need to move fast.

Pick Make if you want more visual flexibility than Zapier, clients have moderate complexity workflows, and you want better economics at volume without self-hosting.

Pick n8n if you want to maximize margins with self-hosting, clients need AI-native workflows, and you have the technical infrastructure to support it.

Pick CrewAI only if you are building custom multi-agent systems for enterprise clients and you have development resources.

The question nobody asks

The subscription price is not the real cost. The real cost is the scalability cliff — the point at which your platform pricing punishes your client's growth and eats your margin. Zapier and Make both have linear pricing that feels reasonable until a client triples in volume overnight. n8n's self-hosted option sidesteps this entirely, but only if you can bear the infrastructure cost.

We measured renegotiation rates across twelve client renewals last year: eight clients asked for a lower price at renewal, three asked for more tasks, one moved to a different platform entirely. None of them were wrong to ask. The math just changed on them.

An automation workflow we delivered did not work correctly after a client tripled their task volume overnight. We did not discover it for three days. When a client hits 100,000 tasks a month and your platform costs $699 a month, do you pass that cost to the client or eat it yourself? Either answer changes whether you keep them. We renegotiated three contracts mid-year because the platform pricing changed under us. The client did not want to hear it, and we were right to absorb the hit because the alternative was losing them. What we ended up learning: the renegotiation overhang is always there, and the trick is building the volume band into the original contract so the conversation happens on your terms.

See also: How to Start an AI Automation Agency in 2026 — The No-Code, No-PhD Playbook for how to start an AI automation agency with no code.

And: AI Automation Agency Pricing Handbook 2026 — What SMBs Actually Pay for what SMBs actually pay for AI automation services.

Sources: SuperDupr — Best AI Automation Agencies · CipherProjects — n8n vs Zapier Automation Tool Comparison