TaskJuice vs Make.com for Agencies: Why Credits Multiply

If you’re looking for a Make.com alternative for your agency, the reason usually isn’t the builder. Make’s visual canvas is genuinely one of the best in the market. The reason is the bill. Make charges a credit for every module, every time it runs, on every record it touches, so the cost of a workflow grows with your client’s data even when your retainer doesn’t.

I build TaskJuice for agencies that resell automation under their own brand, so this isn’t a neutral take. But the mechanics here are Make’s own, straight from its help pages, and I’ve kept the parts where Make is clearly ahead. The short version: TaskJuice bills by compute time instead of per module per record, and bundles white-label into a published $99 to $499 plan instead of a sales-gated enterprise product.

How Make.com credits actually work

Make bills one credit for every module action, each time it runs. In August 2025 it renamed the billing unit from “operations” to “credits,” converting balances one to one, but the mechanic didn’t change. A ten-module scenario costs about ten credits per run, and action modules bill one credit per record they process.[2][4]

Routers, filters, and error handlers are free, which matters and which Make defenders will rightly point out. But the modules that do the actual work are not. A trigger fires once, then each per-record step bills a credit for every record in the batch. AI modules bill a base credit plus token usage, and the Code module bills two credits per second it runs.[3]

Why credit billing multiplies against an agency

Here’s the part that bites when you’re reselling. Because action modules bill one credit per record, a scenario with seven per-record steps processing 100 records burns on the order of 700 credits in a single run. Run that daily for a client and the number climbs fast, while the retainer you quoted stays flat.

That’s the margin problem. When you mark automation up to a client at a fixed monthly price, a cost base that grows with their record volume means your margin shrinks every time their business grows. You either eat the overage, renegotiate the retainer, or watch scenarios stop mid-month when the credit pool runs dry. Buying more credits through add-on packs costs more per credit than the plan, so the worst-case bill lands exactly when a client is busiest.

How TaskJuice bills instead: compute time, one run per batch

TaskJuice bills the compute time a workflow uses, not a credit for every module on every record. A batch of 100 records is one activation, one run, billed by how long it takes to finish. Compute still scales with real work, but a hundred records don’t cost a hundred times a single record the way a per-module meter charges them.

Iterating over each record one at a time is a choice you make on the canvas by adding a loop, not a hidden multiplier baked into billing. Digest-style workflows that summarize a batch skip the loop entirely and pay for one pass. This is the same margin trap I broke down for per-step tools in the Zapier task tax, and the fix is the same: your cost tracks time on task, so you can quote a client a fixed price and actually keep the margin.

Does Make.com offer white-label for agencies?

Make does offer white-label, which is a change from a year ago, but it’s an enterprise product Make provisions for you, not a plan you switch on. Its own documentation describes it as an OEM customer’s guide to a white-labeled instance, with custom domains and rebranding handled in an admin panel Make sets up.[5] There is no public price. Like most OEM programs, you find out what it costs by talking to sales.

For an agency, that’s a different product than what you actually need. You’re not embedding automation inside a SaaS you sell to thousands of users. You’re running a handful of clients and you want each one branded as yours without an enterprise contract. TaskJuice bundles white-label into every published plan from $99 to $499: a custom domain with automatic SSL, your logo and colors, and your sending domain on outbound email, with no separate quote. I covered the same gap at the incumbents in why agencies can’t white-label Zapier and the real cost of white-labeling n8n.

Whose brand is on the login: Make’s OAuth or yours

When your client connects a popular app like Google or Slack on Make, the connection runs through Make’s own registered app by default, so the consent screen your client approves says Make. Only the generic “connect to any service” path and custom apps let you bring your own credentials.[6] For agency work, that means your client sees a vendor you didn’t choose to introduce.

On TaskJuice you can run each integration on your agency’s own app, per integration, so the screen your client approves shows your name instead of ours. AI works the same way: it runs on your own provider key, so there’s no marked-up managed option and no third-party bill landing on your client’s invoice. That case is in bring your own key for AI automation.

Client isolation: one shared organization vs a tenant per client

On Make’s standard plans, every client you manage lives inside one organization’s teams and folders, sharing a single credit pool and one set of connections. It’s built for a team collaborating, not for keeping one client’s data and credentials structurally separate from another’s. True per-client branded isolation only shows up in the enterprise white-label instance.

TaskJuice treats each client as a separate tenant, not a folder. Every credential a client connects lives in that client’s own isolated, encrypted vault, reachable by no other client, and there’s no shared connection list to pick the wrong item from. One runaway workflow can’t drain a pooled balance that every other client’s automations depend on. There’s more on the governance side in per-client governance for workflow automation.

Where Make.com is the better choice

Make is a strong product with a real lead in a few places, and there are jobs where it’s the right call. If you value the builder or need a long-tail integration, Make is hard to beat today.

• The visual builder. Make’s canvas is excellent, and for complex branching logic it’s one of the most pleasant to work in. Ours is drag-and-drop with branching too, but Make has years of polish here.
• Integration breadth. Make advertises more than 3,000 apps. TaskJuice covers around 120 apps plus a connector for any REST API. If a client depends on a long-tail app we don’t have yet, check the catalog first.
• Low-volume, single-tenant work. If you’re automating your own business rather than reselling, and your scenarios are light, Make’s paid plans start cheap and the credit model may never bite.

The moment the job becomes reselling branded automation to clients at scale, the credit meter and the OEM-gated white-label are working against you. That’s the job TaskJuice is built for.

Frequently asked questions

How does Make.com pricing work?

Make bills by credits, its billing unit since August 2025 when it renamed “operations” to credits. Each module action costs one credit per run, and per-record modules bill one credit for every record they process.[1][4] All paid tiers start with the same 10,000 credits a month; you pay more for collaboration features and buy extra credits with a slider.

Why did my Make.com automations suddenly cost more?

Usually because your data volume grew. Since each per-record module bills a credit per record, a scenario that ran fine on 20 records costs five times as much on 100. The August 2025 rename from operations to credits was one to one, so a jump in cost is almost always more records or more modules, not the rename itself.[3]

Do iterators or loops use more operations in Make.com?

Yes. An iterator bills one credit to split the array plus one credit for every item it produces, and each downstream module then bills per item. Loops multiply credit usage by design, which is exactly why record-heavy scenarios get expensive.[3]

Does Make.com offer a white label option?

Yes, but as an enterprise OEM product Make provisions for you, with custom domains and rebranding through an admin panel.[5] There’s no public price, so you have to contact sales. TaskJuice includes white-label in its published $99 to $499 plans instead.

Is TaskJuice a good Make.com alternative for agencies?

TaskJuice fits agencies that resell automation and want predictable cost plus built-in white-label. It bills by compute time instead of per module per record, so a batch of 100 records is one run rather than hundreds of credits, and white-label comes bundled from $99 a month. Make has a better builder and far more integrations, so the right pick depends on whether margin predictability or breadth matters more to you.

The question isn’t whether Make is a good tool. It is. The question is who the pricing works for. A per-module-per-record meter is fine when you’re automating your own work and eating your own costs. It turns into a margin leak the moment you’re reselling to clients at a fixed price, and the white-label you’d need to do that properly sits behind an enterprise sales call. TaskJuice is opening access to founding agencies now. Join the early-access list and we’ll help you rebuild your first client workflow on billing that doesn’t punish their growth.

References

[1] Make Pricing: make.com/en/pricing

[2] Make Help: Credits and Operations: help.make.com/credits-and-operations

[3] Make Help: How Features Use Credits: help.make.com/how-features-use-credits

[4] Make Help: Introducing Credits, the New Billing Unit: help.make.com/introducing-credits-new-billing-unit-live-in-make

[5] Make White Label Documentation: developers.make.com/white-label-documentation

[6] Make Help: Connect to Any Web Service Using OAuth 2.0: help.make.com/connect-to-any-web-service-using-oauth-20