Tasks vs Operations vs Executions: They Count Differently
This is the single most important thing to understand before comparing prices. A 5-step workflow running once per day for 30 days costs radically different amounts depending on the platform.
| Platform | Unit Name | What Counts as 1 Unit | 5-Step Workflow, 1 Run |
|---|---|---|---|
| Zapier | Task | Each action step that executes | = 5 tasks |
| Make | Operation | Each module that processes data | = 5 operations |
| n8n | Execution | One complete workflow run | = 1 execution |
| Pipedream | Credit | Each step that executes (like Zapier) | = 5 credits |
| Bardeen | Credit | Each premium action (non-premium are free) | Varies (0–5 credits) |
Notice the critical difference: n8n counts per workflow run, while Zapier, Make, and Pipedream count per step. A 10-step workflow running 100 times a month consumes 1,000 operations in Make but only 100 executions in n8n. For complex workflows, this makes n8n up to 10x cheaper per billing unit.
Zapier's trigger step does not count as a task (only action steps count). Make counts the trigger module as an operation. So a 1-trigger + 4-action workflow = 4 Zapier tasks but 5 Make operations. This partially offsets Make's price advantage for simple workflows.
Side-by-Side Pricing at Every Tier
Zapier Plans (Monthly Billing)
| Plan | Monthly | Annual (per mo) | Tasks/Mo | Key Limits |
|---|---|---|---|---|
| Free | $0 | $0 | 100 | 5 Zaps, single-step only |
| Professional | $29.99 | $19.99 | 750 | Unlimited Zaps, multi-step, webhooks |
| Team | $103.50 | $69 | 2,000 | Shared workspaces, premier support, premium apps |
| Enterprise | Custom | Custom | Custom | SSO, SAML, audit logs, admin controls |
Make Plans (Monthly Billing)
| Plan | Monthly | Annual (per mo) | Ops/Mo | Key Limits |
|---|---|---|---|---|
| Free | $0 | $0 | 1,000 | 2 active scenarios, 15-min interval |
| Core | $10.59 | $10.59 | 10,000 | Unlimited scenarios, 1-min interval |
| Pro | $18.82 | $18.82 | 10,000 | Custom functions, full-text logs, priority |
| Teams | $34.12 | $34.12 | 10,000 | Team features, high-priority execution |
n8n Plans
| Plan | Monthly | Executions/Mo | Key Limits |
|---|---|---|---|
| Community (self-hosted) | $0 (+ server cost) | Unlimited | Self-managed infrastructure |
| Starter | $20 | 2,500 | 5 active workflows |
| Pro | $50 | 10,000 | Unlimited workflows, global regions |
| Enterprise | Custom | Unlimited | SSO, audit logs, dedicated support |
Pipedream Plans
| Plan | Monthly | Annual (per mo) | Credits/Day | Key Limits |
|---|---|---|---|---|
| Free | $0 | $0 | 100 | 3 workflows, 30-sec timeout |
| Basic | $29 | $19 | 2,000 | Unlimited workflows, 15-sec timeout |
| Advanced | $75 | $49 | 10,000 | 5-min timeout, priority support |
Hidden Costs: What the Pricing Pages Do Not Tell You
Zapier Hidden Costs
- •Premium apps require Team plan. Salesforce, Shopify, HubSpot CRM, and other popular integrations are classified as “premium” and require the Team plan ($103.50/month minimum). The Professional plan page does not make this obvious until you try to enable the integration.
- •Multi-step task multiplication. A 5-step Zap running 200 times = 1,000 tasks, not 200. Beginners consistently underestimate task consumption because they think in workflow runs, not steps.
- •Task add-on packs are expensive per unit. If you exceed your plan's task limit, Zapier auto-pauses your Zaps until the next billing cycle. You can buy task add-ons, but they cost more per task than upgrading your plan in many cases.
- •Team seats add up. The Team plan includes unlimited users, but the Professional plan is single-user. If two people need to edit Zaps, you are forced into the Team plan even if your task volume fits Professional.
Make Hidden Costs
- •Trigger modules count as operations. Unlike Zapier where trigger steps are free, Make counts the Watch module as an operation. This adds ~20% to your operation count compared to an equivalent Zapier workflow (measured in steps, not cost).
- •Data transfer limits. Make plans include data transfer caps (e.g., 1 GB on Core). If your workflows process large files (PDFs, images, CSVs), you may hit this limit before your operation limit.
- •Pro features behind higher tiers. Custom functions, full-text log search, and priority execution require the Pro plan ($18.82/month). The Core plan is deliberately limited to push power users up.
n8n Hidden Costs
- •Self-hosted maintenance time. The software is free. Your time is not. Budget 2–5 hours per month for updates, monitoring, and debugging. At $75/hour, that is $150–$375 per month in opportunity cost.
- •Cloud Starter plan caps active workflows. The $20/month Starter plan limits you to 5 active workflows. If you need 6+, you jump to Pro at $50/month — a 150% price increase.
- •No built-in error alerting (self-hosted). You need to build your own error notification system. The time to set this up properly (error workflows, Slack notifications, health checks) is 2–4 hours.
Cost Calculator: Four Scenarios
| Scenario | Zapier | Make | n8n Cloud | n8n Self-Hosted |
|---|---|---|---|---|
| Light User 3 workflows, 500 tasks/mo, 2-step avg | $29.99/mo Professional | $0/mo Free (1,000 ops) | $20/mo Starter | $6/mo + time |
| Medium User 8 workflows, 5,000 tasks/mo, 4-step avg | ~$183/mo Team + add-ons | $10.59/mo Core | $50/mo Pro | $12/mo + time |
| Heavy User 20 workflows, 30,000 tasks/mo, 5-step avg | ~$500+/mo Team + heavy add-ons | ~$35/mo Core + ops add-on | $50/mo Pro (6,000 exec.) | $15/mo + 3–5 hrs/mo |
| Agency 10 clients, 50 workflows, 100,000 tasks/mo | $1,200+/mo Enterprise territory | ~$85/mo Teams + ops add-ons | Custom Enterprise | $25/mo + 5–8 hrs/mo |
Zapier costs assume monthly billing. Make and n8n costs based on published pricing as of March 2026. n8n self-hosted cost is server infrastructure only — does not include the value of maintenance time.
Break-Even Analysis: When Self-Hosting n8n Saves Money
Self-hosted n8n costs $6–$25/month in infrastructure. The variable is your time. At different hourly rates, the break-even point against Zapier and Make shifts dramatically.
| Your Hourly Rate | Monthly Maint. Cost (3 hrs) | Total n8n Cost | Beats Zapier When... | Beats Make When... |
|---|---|---|---|---|
| $0 (hobby/learning) | $0 | $10/mo | Always | Always (marginal) |
| $50/hr | $150 | $160/mo | Zapier bill > $160/mo | Rarely (Make is $10–85/mo) |
| $100/hr | $300 | $310/mo | Zapier bill > $310/mo | Never (Make is always cheaper) |
| $150/hr | $450 | $460/mo | Zapier bill > $460/mo | Never |
The takeaway: self-hosted n8n beats Zapier for developers whose time has low opportunity cost (employed with spare hours, learning, or already managing servers). It almost never beats Make on pure cost unless your time is free. The reasons to choose self-hosted n8n over Make are data sovereignty, custom code capabilities, and zero-marginal-cost scaling — not raw pricing.
Annual vs Monthly Billing: The Traps
- •Zapier: Annual billing saves ~33% (Professional drops from $29.99 to $19.99/month). Significant savings. But Zapier does not prorate refunds if you downgrade or cancel mid-term. If you are unsure about your volume, pay monthly for 3 months first.
- •Make: Annual and monthly prices are currently the same on published pricing. This may change, but as of March 2026, there is no annual billing discount on Make's standard plans. Less risk of lock-in.
- •n8n Cloud: Annual pricing is available with modest savings. The Starter plan is $20/month either way; Pro at $50/month may have annual discounts available upon request.
- •Pipedream: Annual billing saves ~34% (Basic drops from $29 to $19/month). Same caveat as Zapier: commit only after you know your credit consumption rate.
Who Should NOT Optimize Automation Pricing
- • Teams spending under $50/month total on automation (the time to research, migrate, and test costs more than the savings)
- • Anyone who would sacrifice reliability for a $20/month cost reduction (a broken automation that loses a lead costs more than a year of Zapier Professional)
- • People who change tools every 6 months chasing the cheapest option (migration costs compound; pick one and commit for at least a year)
Common Mistakes
- 1.Comparing headline prices without adjusting for counting differences. Zapier Professional at $30/month for 750 tasks vs n8n Starter at $20/month for 2,500 executions looks like a small gap. But 750 Zapier tasks with 4-step workflows = 187 workflow runs. n8n's 2,500 executions = 2,500 workflow runs. The effective difference is 13x, not 1.5x.
- 2.Forgetting premium app requirements on Zapier. You budget for Professional at $30/month, then discover your CRM integration requires Team at $103.50/month. Always check whether your critical apps are classified as premium before choosing a plan.
- 3.Ignoring Make's data transfer limits. If your workflows process large files, you can hit Make's data transfer cap before your operation cap. Check both limits when estimating costs.
- 4.Treating n8n self-hosted as free. Server cost is $6–25/month. But 3 hours of monthly maintenance at any reasonable hourly rate makes it the most expensive option for non-developers. Only count n8n as cheap if your time genuinely has low opportunity cost.
- 5.Not projecting 6-month growth. Your current volume is 2,000 tasks/month. If you are growing 20% monthly, you will need 5,000+ in 6 months. Pick a platform whose pricing curve favors your trajectory, not your current snapshot.
Bottom Line
Make is the best value for 90% of users once you account for the counting differences. At $10.59/month for 10,000 operations, it undercuts Zapier by 5–10x at most volumes. The learning curve is the real cost, and it is a one-time investment.
Zapier is worth paying for when you need its integration breadth, team simplicity, or premium app access. Do not feel bad about the premium — it buys real convenience. Just know what you are paying for and verify you actually need it.
n8n Cloud is underrated for teams with complex workflows (many steps per run), where the per-execution model saves significant money. Self-hosted n8n is a developer tool — evaluate it on data control and code flexibility, not on sticker price.
Frequently Asked Questions
Is Make really cheaper than Zapier?
Yes, significantly. Make's Core plan gives 10,000 operations for $10.59/month. Zapier's Team plan gives 2,000 tasks for $103.50/month. Even accounting for Make counting trigger modules as operations (Zapier does not count triggers), Make is 3–7x cheaper at equivalent volumes.
How do Zapier tasks compare to Make operations?
Both count each step that processes data. The difference: Zapier does not count the trigger step as a task, while Make counts the Watch module as an operation. For a 1-trigger + 4-action workflow running once, Zapier uses 4 tasks and Make uses 5 operations. The per-unit cost of Make operations is still dramatically lower.
Why are n8n executions cheaper than Zapier tasks?
Because n8n counts one execution per workflow run regardless of steps. A 10-step workflow uses 1 n8n execution but 10 Zapier tasks. For complex workflows, this difference is massive. The tradeoff is that n8n has far fewer pre-built integrations (400 vs 7,000+).
Which automation tool has the best free tier?
Make's free tier (1,000 operations/month, 2 scenarios) is the most practical for running real workflows. Zapier's free tier (100 tasks, single-step only) is essentially a demo. Bardeen offers unlimited non-premium automations for free, but only for browser-based tasks. n8n's self-hosted Community edition is entirely free with no limits.
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