Most small businesses should build their first AI agent inside the automation platform they already pay for, not on a dedicated agent builder. Zapier, Make and n8n all ship agent features on standard plans from $9 to $20 a month. The specialist tools start around $37 and run to $200.
That’s the headline, and there’s a second finding that matters more: several dedicated builders won’t tell you how their metering works. When a product sells you credits without publishing what consumes a credit, you cannot budget for it — and agents are the one category where usage is inherently unpredictable.
Key takeaways
- Agent features are already in your automation platform. Make Core $9/mo, Zapier Professional $19.99/mo annual, n8n Starter €20/mo annual.
- Dedicated builders cost 2–10× that — Gumloop Pro $37/mo, Lindy from $49.99 to $199.99/mo.
- Metering transparency is the real differentiator. Two of the builders we checked don’t publish what consumes a credit.
- Free tiers are largely absent in the dedicated category — trials, not free plans.
- Buy a specialist only for a specific capability you’ve confirmed your platform lacks.

What Are the Options?
Two categories, and they’re priced an order of magnitude apart. Automation platforms that added agent features, and purpose-built agent products.
| Tool | Category | Entry price | Free tier? |
|---|---|---|---|
| Make | Automation platform | Core $9/mo · 10,000 credits | Yes — 1,000 credits |
| Zapier | Automation platform | Professional $19.99/mo annual · 750 tasks | Yes — 100 tasks |
| n8n Cloud | Automation platform | Starter €20/mo annual · 2,500 executions | Self-hosted free, unlimited |
| Gumloop | Dedicated builder | Pro $37/mo · 20k+ credits | No — 14-day trial |
| Lindy | Dedicated builder | Plus $49.99/mo | No — 7-day trial |
| Relevance AI | Dedicated builder | Not published — enterprise only | Not stated |
The pattern: the platforms publish free tiers and exact metering. The dedicated builders publish trials and, in one case, no pricing at all.
Why Does Metering Transparency Matter So Much Here?
Because an agent decides its own step count. With a fixed automation you can multiply steps by runs and get a number. With an agent you cannot — so the only way to budget is to know precisely what consumes a unit.
That’s exactly what several dedicated builders don’t publish. Gumloop sells credits from 20k to 1.5M per month but doesn’t state a credit-to-action conversion on its pricing page. Lindy describes tiers as “3x more usage” and “7x more usage” than Plus without defining what usage is measured in.
| Tool | Unit | What consumes one — published? |
|---|---|---|
| Make | Credit | Yes — one module run; triggers once per check |
| Zapier | Task | Yes — one action step reaching another app |
| n8n | Execution | Yes — one whole workflow run, any step count |
| Gumloop | Credit | Not on the pricing page |
| Lindy | “Usage” | Not defined |
| Relevance AI | Credits | Not published |
None of this means the specialist tools are bad. It means you can’t forecast their cost before committing, which is a genuine problem for the one workload where cost is least predictable. Our AI agent pricing guide shows how wide that variance gets.
Which Platform Suits Agents Best?
n8n, on billing-model grounds alone. Because it counts one execution per entire workflow regardless of step count, an agent that takes forty steps costs exactly the same as one taking four — which removes the main cost risk of the category.
| Platform | Agent takes 4 steps | Agent takes 18 steps | Cost change |
|---|---|---|---|
| n8n Cloud | 1 execution | 1 execution | None |
| Make | ~4 credits | ~18 credits | 4.5× |
| Zapier | Up to 4 tasks | Up to 18 tasks | Up to 4.5× |
Worth knowing on Zapier specifically: its task counting is more generous than most write-ups assume. Triggers, filters, Formatter steps, Paths and Delays don’t consume tasks — only actions that reach another app do. A seven-step Zap can cost three tasks. Detail in the Zapier pricing explainer.
Make remains the cheapest entry at $9, and its per-module counting is fully documented — see the Make credit breakdown for the bundle multiplication that catches people out.

When Is a Dedicated Builder Worth It?
When it does something specific your platform genuinely cannot, and you’ve confirmed that rather than assumed it. Three situations qualify.
| Situation | Why a specialist helps |
|---|---|
| You need a persistent assistant with inbox access | Lindy is built around inbox and meeting workflows; Plus covers up to 2 inboxes |
| You need computer-use capability | Lindy Pro at $99.99 lists this; automation platforms generally don’t |
| You’re deploying many agents across a team | Enterprise-tier products are structured for it; platforms are not |
| You want it cheap and predictable | Stay on your automation platform |
| You’re testing whether agents help at all | Stay on your automation platform |
The honest framing: dedicated builders sell a product experience — a persistent assistant with its own interface and opinions about how work should flow. Automation platforms sell a component you assemble. If you already own the component, buying the product is a $30–180 monthly premium for packaging.
How Should You Actually Evaluate One?
Five questions, all answerable from a vendor’s own pages before you enter a card. If a tool fails question two, treat that as disqualifying for agent work specifically.
| Question | Good answer | Walk away if |
|---|---|---|
| What’s the entry price? | Published, with what’s included | “Contact sales” only |
| What consumes one unit? | Defined precisely | Undefined “usage” or credits |
| Can I cap spend? | Step limits and usage alerts | No caps offered |
| Is there a free tier or just a trial? | Free tier lets you test properly | 7-day trial on a workload needing weeks |
| Does it connect my actual apps? | Named in the directory | “1,000+ integrations” with no list |
That last point is a real practical problem. The responsible way to deploy an agent is to run it in shadow mode for a fortnight and read every output — and a one-week trial structurally prevents you from doing that before paying.
What Does “No-Code” Actually Get You?
A visual builder, not the absence of thinking. Every tool here removes the programming, and none removes the hard part — deciding what the agent’s goal is, which tools it may use, and when it should stop and ask a human.
| What no-code removes | What it doesn’t |
|---|---|
| Writing code to call APIs | Choosing which task is agent-shaped |
| Managing authentication tokens | Defining the goal precisely enough |
| Hosting and scaling | Deciding what it may and may not do |
| Parsing responses | Verifying that the output is right |
This is worth saying because builder marketing implies the tool is the difficulty. It isn’t. People who struggle with agents almost never struggle with the interface — they struggle because they pointed one at a task that a three-step rule would have handled, or because nobody defined what “done” meant.
What Should You Do First?
Build one agent on the platform you already have, on a low-stakes research task, and see whether it earns its place at all. That costs nothing extra and answers the only question that matters before you shop for tools.
- Pick a research or drafting task where being wrong is cheap — summarising this week’s tickets, researching inbound leads.
- Set a step cap and a daily run cap before the first live run.
- Run it in shadow mode for two weeks. Read every output. Count how often it’s wrong in a way you’d have missed.
- Only then consider a specialist — and only for a capability you’ve confirmed you need.
If the agent doesn’t earn its place on a $9 plan, a $200 one won’t fix that. The constraint is almost never the builder.
Frequently Asked Questions
What is the best no-code AI agent builder?
For most small businesses, the automation platform you already use — Make from $9/month, Zapier Professional from $19.99 annual, n8n Starter from €20 annual all include agent features. Dedicated builders start around $37 and go to $200.
How much do AI agent builders cost?
Platform-based agents cost $9–20/month on plans you may already have. Dedicated builders: Gumloop Pro is $37/month for 20k+ credits, Lindy runs $49.99 to $199.99/month, and Relevance AI publishes no pricing below enterprise.
Do AI agent builders have free tiers?
The automation platforms do — Make 1,000 credits, Zapier 100 tasks, n8n’s self-hosted Community edition unlimited. The dedicated builders we checked offer trials instead: Gumloop 14 days, Lindy 7 days.
Which platform is cheapest for running agents?
n8n, on billing model. It counts one execution per whole workflow regardless of step count, so an agent taking forty steps costs the same as one taking four. On per-step billing the same agent can cost 4.5× more on a long run.
Why can’t I predict my agent builder bill?
Because agents choose their own step counts, and several builders don’t publish what consumes a credit. Gumloop sells credits without stating a conversion rate; Lindy describes tiers as “3x usage” without defining usage. Without that, forecasting is impossible.
Should I buy a dedicated agent builder?
Only for a specific capability you’ve confirmed your platform lacks — persistent inbox assistants or computer use, for example. If you want it cheap and predictable, or you’re still testing whether agents help, stay on your automation platform.
The Bottom Line
The agent builder market has two tiers priced an order of magnitude apart, and for most small businesses the cheaper tier is also the better one — not because the specialists are worse, but because you already own it and it tells you exactly what things cost.
That transparency is the thing to weigh. Agents are the one workload where usage is inherently unpredictable, so a vendor that won’t define its billing unit is asking you to accept unbounded exposure on the least boundable category of work.
Build one agent on the platform you already pay for. Cap it, shadow it for a fortnight, and judge it on how often it’s quietly wrong. If it earns its place, then go shopping — with a specific missing capability in mind. Start with AI agents for business, and check whether you need an agent at all first.
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Sources
- Make — Pricing plans
- Zapier — Pricing plans
- n8n — Pricing plans
- Gumloop — Pricing
- Lindy — Pricing
- Relevance AI — Pricing
All prices read off each vendor’s own pricing page on 26–27 July 2026. Where a vendor does not publish its metering or entry price, that is stated as a finding rather than filled in from secondary sources. Pricing in this category changes frequently — check the vendor page before committing.



