Automations · comparison · Updated July 2026

Make vs Pipedream for agencies

The short answer

Make and Pipedream both go beyond Zapier, but they suit different builders. Make is a visual, drag-and-drop tool that non-developers can run. Pipedream is code-first with a big free tier, made for developers who want to write logic between apps. The short version: pick Make if you want visual and hosted, Pipedream if a developer owns your automations.

Get this built for you →Free scope back in a day · no obligation
✓Shipped for real agencies✓NZ · CA · US · UK✓White-label, code you own✓Delivered in about 7 to 10 days
Which should I pick?

Answer a few and get a recommendation for your situation.

How much are you automating?
How much custom logic or API work?
Do you need to own the data or white-label it?
How cost-sensitive are you at scale?
Tap a tool to compare its column.
MakePipedreamn8n
Build styleVisual drag-and-drop, some codeCode-first (Node, Python, Go, Bash)Visual canvas plus full code nodes
Pricing modelPer operation, free tier to startGenerous free tier, then usage-basedFlat or self-hosted (unlimited executions)
Non-developer friendlyHigh (visual)Lower (code-first)Moderate (visual helps)
Self-host and own dataNoNoYes
Cost at scaleClimbs with operationsLow (usage-based)Lowest (self-hosted)
Best forVisual mid-complexity flows, no dev neededDeveloper-owned, code-between-apps automationsVolume, control, white-label

The verdict

If a non-technical person runs your automations, Make is the friendlier visual tool. If a developer owns them and wants to write real code between apps, Pipedream is more flexible and cheaper at scale thanks to its free tier. For an agency that wants to own its data and white-label at volume, though, self-hosted n8n usually beats both, which is what AOC builds on and can also work in Make or Pipedream where they fit.

What it costs at your volume
Workflow runs per month10,000
n8nCheapest
$0
/mo · flat, self-hosted
Make
$0
/mo · per operation
Zapier
$0
/mo · per task

Rough estimate. Real pricing depends on your plan and steps per run. n8n assumes self-hosting at a flat cost.

Common questions

For low volume, Pipedream’s free tier often wins. As you scale, Make’s per-operation billing climbs, while Pipedream stays usage-based. Self-hosted n8n is typically cheapest at real agency volume.

Make, by a wide margin. It is visual and hosted. Pipedream assumes a developer is building. Most agencies have either one built and maintained for them.

Yes. Most Make scenarios and Pipedream workflows can be rebuilt in the other, or in n8n. AOC does these migrations and maintains the result.

What agencies build on it

How it works

01

Describe the automation

One message with what you want to automate. No spec, no discovery-call gauntlet.

02

Get a real scope back

Ayush replies within a day with what to build, on which tool, and roughly what it takes.

03

Built and maintained for you

White-label, on tech you own, and kept running. You are never locked into us to keep it working.

Code you ownWhite-labelNo obligationReply within a day
Live demoWant proof I actually ship? Try Purrposal, a live product I built end to end. Paste a site and watch it generate a real proposal, no signup.Try it →
Free scope · no obligation

Want it built and maintained for you?

AOC builds and runs n8n automations for agencies, and migrates you off Zapier or Make. Describe it and Ayush sends back a real scope. White-label, on tech you own, no obligation, reply within a day.

Scope it free →Or ask the assistant, bottom right