How Each Platform Counts Usage (And Why It Matters)
Before comparing annual costs, you must understand what you are paying for. A 5-step workflow running 1,000 times per month costs radically different amounts across platforms because of how they count.
| Platform | Unit | What Counts | 5-Step Workflow x 1,000 Runs |
|---|---|---|---|
| Zapier | Task | Each action step (trigger excluded) | = 4,000 tasks |
| Make | Operation | Each module (trigger included) | = 5,000 operations |
| n8n Cloud | Execution | One complete workflow run | = 1,000 executions |
| Pipedream | Credit | Each step (like Zapier) | = 5,000 credits |
The key insight: n8n counts 1 unit for the same work that costs Zapier 4 units and Make 5 units.For complex workflows with many steps, n8n's per-execution billing is dramatically cheaper per unit. For simple 2-step automations, the difference narrows. Your specific workflow complexity determines which platform is cheapest.
Annual Cost by Volume (Assuming 4-Step Average Workflow)
To make a fair comparison, we normalize to “workflow runs per month” using a typical 4-step workflow (1 trigger + 3 actions). The Zapier tasks column shows the equivalent tasks consumed; Make shows operations; n8n shows executions.
| Workflow Runs/Mo | Zapier Tasks Used | Zapier Annual | Make Annual | n8n Cloud Annual | Pipedream Annual |
|---|---|---|---|---|---|
| 500 (= 1,500 Zapier tasks) | 1,500 | $360/yr Professional | $0/yr Free (1K ops) | $240/yr Starter | $0/yr Free (daily limit) |
| 2,000 (= 6,000 Zapier tasks) | 6,000 | $1,244/yr Team | $127/yr Core (10K ops) | $240/yr Starter (2.5K exec) | $228/yr Basic |
| 5,000 (= 15,000 Zapier tasks) | 15,000 | $2,196/yr Team (20K tasks) | $127/yr Core (10K ops, buy 15K extra) | $600/yr Pro (6K exec) | $588/yr Advanced |
| 10,000 (= 30,000 Zapier tasks) | 30,000 | $5,988/yr Team (50K tasks) | $420/yr Core + ops add-on | $600/yr Pro | $948/yr Advanced |
| 50,000 (= 150,000 Zapier tasks) | 150,000 | $14,400+/yr Enterprise territory | $1,020/yr Teams + ops add-ons | Custom Enterprise | Custom Business |
Zapier costs based on monthly billing (annual billing saves ~33%). Make costs based on published pricing as of March 2026. n8n Cloud based on published plan limits. Pipedream based on credit-based billing at published rates.
Premium App Surcharges: The Cost Nobody Budgets For
- •Zapier: Premium apps (Salesforce, Shopify, HubSpot, QuickBooks, and ~50 others) require the Team plan ($103.50/mo minimum). If any single Zap uses a premium app, your entire account needs Team. You cannot have one Zap on Team and others on Professional. This single requirement pushes many users from $360/yr to $1,242/yr.
- •Make: No premium app surcharges. All 1,500+ integrations are available on all paid plans. This is one of Make's strongest competitive advantages. The catch: some advanced modules within apps require higher plans (e.g., HTTP module customization on Teams plan).
- •n8n: No premium app surcharges on cloud or self-hosted. All 400+ integrations available on all plans. However, n8n has fewer pre-built integrations (400 vs Zapier's 7,000+). If your tool is not supported, you build a custom HTTP node — which requires development knowledge.
- •Pipedream: No premium app concept. All integrations available on all plans. Pipedream's developer-first model means most integrations are code-based, which gives unlimited flexibility but requires JavaScript/Python knowledge.
Self-Hosting n8n: Break-Even Analysis
n8n's self-hosted Community edition is free with unlimited executions. The real cost is infrastructure plus your time. Here is the annual break-even against cloud alternatives at different team hourly rates.
| Component | Light (500 runs/mo) | Medium (5K runs/mo) | Heavy (50K runs/mo) |
|---|---|---|---|
| VPS / Cloud server | $72/yr $6/mo DigitalOcean droplet | $144/yr $12/mo with more RAM | $300/yr $25/mo dedicated resources |
| Maintenance time (3 hrs/mo) | $0 (hobby) / $1,800/yr ($50/hr) / $3,600/yr ($100/hr) | ||
| Total @ $0/hr | $72/yr | $144/yr | $300/yr |
| Total @ $50/hr | $1,872/yr | $1,944/yr | $2,100/yr |
| Total @ $100/hr | $3,672/yr | $3,744/yr | $3,900/yr |
Break-Even Point
- • At $0/hr (hobby/student): Self-hosted n8n beats everything at every volume. It is the cheapest option, period.
- • At $50/hr: Self-hosted n8n only beats Zapier when your Zapier bill exceeds ~$155/month ($1,860/yr). That is roughly the Team plan at 5,000+ tasks. Make is still cheaper than self-hosted n8n at this hourly rate.
- • At $100/hr: Self-hosted n8n only beats Zapier when your Zapier bill exceeds ~$310/month. At this rate, Make is almost always cheaper than self-hosting. The only reason to self-host is data sovereignty or unlimited scale.
Cheapest Platform at Each Volume
| Volume (Runs/Mo) | Cheapest (Cloud Only) | Annual Cost | Cheapest (Including Self-Host) |
|---|---|---|---|
| 500 | Make Free / Pipedream Free | $0/yr | n8n Self-Hosted ($72/yr @ $0/hr) |
| 2,000 | Make Core | $127/yr | n8n Self-Hosted ($72/yr @ $0/hr) |
| 5,000 | Make Core | ~$200/yr (with extra ops) | n8n Self-Hosted ($144/yr @ $0/hr) |
| 10,000 | Make Core + Add-On | ~$420/yr | n8n Self-Hosted ($144/yr @ $0/hr) |
| 50,000 | Make Teams + Add-Ons | ~$1,020/yr | n8n Self-Hosted ($300/yr @ $0/hr) |
Make dominates cloud-only pricing at every tier above the free tier. n8n self-hosted is cheapest in absolute dollars but only if your maintenance time is free or very low-cost.
Hidden Costs: What the Pricing Page Doesn't Show
Zapier
- • Premium apps force plan upgrades. If any single Zap uses Salesforce, Shopify, HubSpot, or ~50 other “premium” apps, you need Team plan ($103.50/mo minimum). This single app classification can triple your bill.
- • Multi-step Zaps consume tasks fast. A 10-step Zap running 100 times/day uses 1,000 tasks/day = 30,000 tasks/month. That exceeds Professional's 750-task limit on day one.
- • Paths and filters still count. Filter steps that stop a Zap still consume a task for every step that ran before the filter. A 5-step Zap that filters out 80% of triggers still uses 1–3 tasks per filtered run.
- • No rollover. Unused tasks do not carry over to next month. If you buy 2,000 tasks and use 500, you lose 1,500.
Make
- • Data transfer limits. Make has a separate data transfer cap (1 GB on Free, higher on paid plans). Workflows that process files, images, or large API responses can hit the data cap before the operations cap.
- • Trigger module counts as an operation. Unlike Zapier (which does not count triggers), Make counts the Watch/trigger module. A 5-module scenario uses 5 operations per run, not 4.
- • Scenario scheduling has minimum intervals. Free plan scenarios can only run every 15 minutes. Core runs every 1 minute. If you need real-time webhooks on the free plan, you need instant triggers (limited modules support this).
- • Teams plan required for multiple users. Make Core and Pro are single-user. If your team has 2+ people building scenarios, you need Teams ($29/mo minimum) — regardless of operation volume.
n8n
- • Self-hosted maintenance is real work. Docker updates, SSL certificate renewals, database backups, monitoring uptime, debugging failed workflows at 2 AM. Budget 2–5 hours/month minimum. More during upgrades or outages.
- • Cloud plan limits are per-execution, not per-step — which sounds great until you realize sub-workflows each count as separate executions. A main workflow calling 3 sub-workflows uses 4 executions per run.
- • Fewer pre-built integrations. n8n has ~400 integrations vs Zapier's 7,000+. If your stack includes niche SaaS tools, you may need to build custom HTTP Request nodes, which requires API knowledge.
- • No native mobile app. Monitoring and debugging workflows requires a desktop browser. There is no mobile app for quick checks or fixes when you are away from your computer.
Pipedream
- • Developer-first = developer-required. Pipedream workflows are code-based (Node.js, Python). Non-developers cannot build or modify workflows without help. The “no-code” UI is minimal compared to Zapier or Make.
- • Free tier has daily credit limits. The free plan offers credits per day, not per month. A burst of webhook activity on a single day can exhaust your daily allocation and queue subsequent events.
- • Credit consumption varies by step type. Some steps (HTTP requests, data transformations) cost 1 credit. Others (AI/ML steps, large data processing) can cost more. The variable pricing makes budgeting harder.
- • Smaller community and support. Pipedream's community is smaller than Zapier or Make. Finding solutions to edge cases requires more self-reliance and documentation reading.
Best Value Verdict at Each Volume
Under 500 Workflow Runs/Month
Make Freeis the clear winner for non-developers. You get 1,000 operations/month and 2 active scenarios at no cost. Pipedream Free works for developers who want code-based automation. Zapier's free tier (100 tasks, single-step only) is essentially useless for real workflows. If you have zero budget and need zero maintenance, start with Make Free.
2,000 – 5,000 Workflow Runs/Month
Make Core at $10.59/month is the best value for most teams. You get 10,000 operations, unlimited active scenarios, and all integrations. Zapier at this volume costs $100+/month (Team plan). n8n Cloud Starter ($20/mo) is competitive and better for complex multi-step workflows where per-execution billing saves money. Zapier is only worth the premium if you need its app breadth (7,000+ vs 1,500).
10,000+ Workflow Runs/Month
Make Teams or n8n Self-Hosteddepending on your team's technical capability. Make remains the best cloud option with transparent pricing that scales predictably. n8n self-hosted is the cheapest option for teams with DevOps capability and data sovereignty requirements. Zapier at this volume costs $500–$1,200+/month and is difficult to justify unless you are deeply embedded in its ecosystem.
50,000+ Workflow Runs/Month
n8n Self-Hostedis the only option that scales to this volume without enterprise-level pricing. Make Teams with operation add-ons can work but costs climb into the $1,000+/year range. Zapier is firmly in enterprise territory ($14,400+/year). At this scale, the question is not which is cheapest — it is whether your team can maintain self-hosted infrastructure reliably.
Frequently Asked Questions
Why is Zapier so much more expensive than Make?
Two reasons: per-task pricing (vs Make's per-operation pricing, which costs less per unit) and the premium app requirement that forces Team plan upgrades. Zapier's value proposition is convenience, breadth (7,000+ apps), and simplicity. You pay a premium for the lowest learning curve and widest integration coverage. If those matter less than cost, Make or n8n will save you 60–90%.
How do I calculate my actual task/operation usage?
Count the number of steps in each workflow, multiply by how many times it runs per month. On Zapier, subtract 1 step (trigger does not count). On Make, count all modules including the trigger. On n8n, just count workflow runs regardless of steps. Most platforms show current usage in their billing dashboard — check there for real numbers before comparing.
Is self-hosting n8n worth it for a non-technical team?
No. If nobody on your team is comfortable with Docker, SSH, Linux server administration, and debugging Node.js applications, self-hosting n8n will cost more in frustration and downtime than it saves in subscription fees. Use n8n Cloud or Make instead. Self-hosting is specifically for teams with existing DevOps capability.
Can I mix platforms to save money?
Yes, and many teams do. A common pattern: use Zapier for the 2–3 integrations that only Zapier supports (premium apps), and route everything else through Make. This hybrid approach keeps the Zapier bill low (Professional plan, few tasks) while Make handles the volume. The overhead is managing two platforms, which is manageable for teams with fewer than 20 active workflows.
What happens when I exceed my plan's task/operation limit?
Zapier pauses all Zaps until the next billing cycle or you upgrade. Make pauses scenario execution. n8n Cloud queues executions and may pause depending on plan. Pipedream queues events until credits refresh (daily on free, monthly on paid). None of them charge overage fees automatically — they pause instead, which can be worse if it stops a critical business workflow.
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